Nipon’s Homepage
Professor Nipon Theera-Umpon, Ph.D., IEEE Senior Member
ศาสตราจารย์ ดร. นิพนธ์ ธีรอำพน
Chiang Mai University
Biomedical Engineering Institute
Chiang Mai 50200 THAILAND
Phone: +66-53-94-2083, +66-53-94-2084
Fax: +66-53-94-2083, +66-53-94-2084 Ext. 18
Chiang Mai University
Department of Electrical Engineering
Faculty of Engineering
Chiang Mai 50200 THAILAND
Phone: +66-53-94-4140 Ext. 402 Fax: +66-53-22-1485
E-Mail: nipon.t(At)cmu.ac.th
Alternative E-Mails: nipon(At)ece.missouri.edu, nipon.Tor(At)alumni.usc.edu, nipon(At)ieee.org
Homepage: https://www.ee.eng.cmu.ac.th/nipon
Nipon’s CV (English, Thai)
EDUCATION
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Ph.D. in Electrical Engineering, May 2000 University of Missouri-Columbia,Columbia, Missouri, U.S.A. (Aug 1996 – May 2000)
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M.S. in Electrical Engineering, May 1996 University of Southern California,Los Angeles, California, U.S.A. (Jan 1995 – May 1996)
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B.Eng. (Hons.) in Electrical Engineering, February 1993 Chiang Mai University, Chiang Mai, THAILAND (Jun 1989 – Feb 1993)
WORK EXPERIENCE
· Director
Biomedical Engineering Institute, Chiang Mai University, THAILAND (October 2010 – Present)
· Associate Dean of Engineering for Research and International Relations
Faculty of Engineering, Chiang Mai University, THAILAND (March 2005 to March 2009)
· Chairman
o Graduate Study in Biomedical Engineering, Chiang Mai University(March 2008 – October 2018)
o Graduate Study in Electrical Engineering, Chiang Mai University (August 2004 – January 2007)
· Faculty Member
Department of Electrical Engineering, Chiang Mai University, THAILAND, from April 1993 to present (on leave to study in the U.S. from 1995 to 2000)
o Associate Professor (Feb 2006 to present)
o Assistant Professor (Feb 2003 – Feb 2006)
o Lecturer (Apr 1993 – Feb 2003)
Teaching (Undergraduate Courses)
o Engineering Stochastic Processes
o Electromagnetic Fields and Waves I
o Electromagnetic Fields and Waves II
o Radio Systems
o Digital Signal Processing
o Basic Electrical Engineering Laboratory
o Electronic Engineering Laboratory
o Analytical Chemistry and Clinical Laboratory Instrumentation (Faculty of Associated Medical Sciences)
Supervising senior projects of Electrical Engineering students
Teaching (Graduate Courses)
o Digital Signal Processing
o Advanced Digital Signal Processing
o Digital Signal Processing in Telecommunications
o Principles of Digital Communications
o Error Control Coding in Digital Communications
o Optical Communications
o Computer Vision
o Mathematics for Biomedical Engineering
o Digital Signal Processing for Biomedical Engineering
o Seminar for Biomedical Engineering
o Medical Imaging (Faculty of Associated Medical Sciences)
o Biosignaling in Movement (Faculty of Associated Medical Sciences)
o Analytical Chemistry and Clinical Laboratory Instrumentation (Faculty of Associated Medical Sciences)
Supervising theses of Electrical Engineering graduate students, Computer Engineering graduate students, and Biomedical Engineering students.
· Visiting Scholar
Department of Computer Engineering and Computer Science, University of Missouri-Columbia (May 2000 – May 2001)
o Conducting research in the Computational Intelligence Research Laboratory. Research emphasizes on signal and image processing in land mine detection in the humanitarian demining project.
Faculty of Engineering, Kagawa University, Takamatsu, Japan, May 1-31, 2004. (Funded by the Royal Thai Government)
o Conducting collaborative research in the Sawada Research Laboratory. Research emphasizes on robotics and signal processing in speech and human interface.
o Giving a lecture in an IEEE special lecture.
Faculty of Engineering, Kagawa University, Takamatsu, Japan, October 16-25, 2004. (Funded by the International Exchange Foundation, Kagawa University)
o Discuss on the MOU between Faculty of Engineering, Chiang Mai University and Kagawa University.
o Conducting collaborative research in the Sawada Research Laboratory. Research emphasizes on robotics and signal processing in speech and human interface.
o Giving a special lecture.
Faculty of Engineering Technology, KU Leuven, Leuven, Belgium, February, 2017. (Funded by the ERASMUS+ Programme)
· Research Assistant
Department of Computer Engineering and Computer Science, University of Missouri-Columbia (Winter 1996 – Winter 2000)
o Conducting research in the Computational Intelligence Research Laboratory. Research emphasizes on the development of granulometric estimation methods based on the morphological granulometry and the applications of the methods to the white blood cell differential counting in human bone marrow images.
o Conducting research in the Computational Intelligence Research Laboratory. Research emphasizes on the development of morphological neural networks in the detection and classification of military targets (Tanks, APCs, etc.) in Synthetic Aperture Radar (SAR) images collected by the U.S. Air Force (MSTAR data set.)
PROFESSIONAL SERVICE AND EXPERIENCE
· Technical Committee, Human Factors, IEEE Industrial Electronics Society (2009-)
· Travel Grant Subcommittee, IEEE Computational Intelligence Society, (2016)
· Technical Subcommittee, Computer Applications for Intelligent Human Interface, IEEE Industrial Electronics Society (2006-2009)
· Committee, Task Force on Smart City Development, Chiang Mai Province (2016-)
· External Committee Member (Academic Promotion)
o King Mongkut’s University of Technology Thonburi
o Prince of Songkhla University
o Rajamangala University of Technology
o Sirindhorn International Institute of Technology
o Rangsit University
o Xi’an Jiaotong-Liverpool University, China
o King Saud University, Saudi Arabia
· Editor
o International Journal of Emerging Multidisciplinary Research (2017-).
o Mathematical Problems in Engineering (Guest Editor, A special Issue on Information Analysis of High Dimensional Data and Applications), 2015.
o ECTI Transactions on Electrical Engineering, Electronics, and Communications (Guest Editor, A special Issue on Advanced Image Technology), 2007.
o International Journal of Advanced Computational Intelligence and Intelligent Informatics (Guest Editor) Vol. 8, No. 6, Nov 2004.
o Proceedings of the International Conference on Intelligent Technologies 2003 (InTech’03) (with S. Auephanwiriyakul and S. Dhompongsa.)
· Vice Editor-in-Chief
o KIPS Transactions on Computer and Communication Systems (2018-).
o KIPS Transactions on Software and Data Engineering (2018-).
· Associate Editor
o ECTI Transactions on Electrical Engineering, Electronics, and Communications (2010-).
· Editorial Board:
o Scientific Phone Apps and Mobile Devices
o Journal of Industrial Information Technology and Application
o Journal of Korea Convergence Society
o Thailand Journal of Health Technology
o Journal of the Thai Medical Informatics Association
· Keynote/Invited Speaker
o “A.I. in Biomedicine,” Keynote Speaker, The 16th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2020) / The 13th International Conference on Frontiers of Information Technology, Applications and Tools (FITAT 2020), Ho Chi Minh, Vietnam, November 2020. (in English)
o “A.I. in Biomedical Engineering,” Invited Speaker, Asia Pacific Neural Network Assembly (APNNA) Education Forum Series: Deep Learning and Artificial Intelligence Winter School 2020 (DLAI4), Bangkok, Thailand, November 2020. (in English)
o “Digital Signal Processing in Biomedical Engineering,” Invited Speaker, The Biomedical Engineering Forum of China (Guangxi)-ASEAN, The 4th Academic Meeting of Life Sciences Institute, Guangxi Medical University, Nanning, China, October 2020. (in English)
o “Biomedical Engineering: Research, Innovation, and Collaboration,” Invited Speaker, Faculty of Associated Medical Sciences, Chiang Mai University, Thailand, June 2020. (in Thai)
o “A.I. in Biomedicine,” Invited Speaker, Faculty of Nursing, Chiang Mai University, Thailand, December 2019. (in Thai)
o “A.I. in Biomedical Engineering,” Invited Speaker, The Biomedical Engineering Forum of China (Guangxi)-ASEAN, The 3rd Academic Meeting of Life Sciences Institute, Guangxi Medical University, Nanning, China, November 2019. (in English)
o “A.I. in Biomedical Engineering,” Invited Speaker, The 45th Congress on Science and Technology of Thailand (STT45), Mae Fah Luang University, Chiang Rai, Thailand, October 2019. (in Thai)
o “A.I. in Medical Imaging,” Invited Speaker, Bio Investment Asia, BITEC, Bangkok, Thailand, September 2019. (in English)
o “A.I. in Biomedicine,” Invited Speaker, Silicon Craft Technology, Bangkok, Thailand, May 2019. (in Thai)
o “A.I. for Biomedical Applications,” Invited Speaker, Workshop on Artificial Intelligence and Cyber Security, International Conference on Green and Human Information Technology, Kuala Lumpur, Malaysia, January 2019. (in English)
o “A.I. in Biomedicine,” Invited Speaker, The 3rd Thailand-Korea Mini Symposium on Integrated Materials Research, Kantary Hills Hotel, Chiang Mai, Thailand, January 2019. (in English)
o “Healthcare Innovations for Elderly,” Invited Speaker, Gerontological Nurses Association Conference, Chiang Mai, Thailand, December 2018. (in Thai)
o “A.I. in Biomedicine,” Invited Speaker, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand, October 2018. (in Thai)
o “Digital Transformation,” Invited Speaker, Mae Moh Power Plant, Electricity Generating Authority of Thailand, Lampang, Thailand, May 2018. (in Thai)
o “Applications of Signal Processing to Rehabilitation and Assistive Technologies,” Keynote Speaker, International Conference on Information, System and Convergence Applications, Bangkok, Thailand, February 2018. (in English)
o “Smart Nurse: Leader for Change,” Invited Speaker, McCormick Association of Nurse Annual Meeting, Chiang Mai, Thailand, December 2017. (in Thai)
o “Biomedical Engineering Applications: Lab Animals Use,” Invited Speaker, TALAS International Symposium and Workshop, Bangkok, Thailand, June 2017. (in English)
o “Healthcare Innovation for Elderly,” Invited Speaker, McCormick Hospital, Chiang Mai, Thailand, April 2017. (in Thai)
o “Healthcare Innovation: Inspiration,” Invited Speaker, Workshop on Inspiration for Healthcare Innovation, Mae Fah Luang University, Chiang Rai, Thailand, April 2017. (in Thai)
o “Innovations for Elderly,” Invited Speaker, Healthy Aging in Aged Society, Chiang Mai, Thailand, March 2017. (in Thai)
o “Digital Signal Processing in Biomedicine,” Invited speaker, KU Leuven, Leuven, Belgium, February 2017. (in English)
o “Signal Processing for Rehabilitation and Assistive Technologies,” Keynote Speaker, Conference on Rehabilitation Engineering and Assistive Technology Society of Korea (RESKO 2016), KINTEX, Goyang-si, Korea, November 2016. (in English)
o “Morphological Granulometries: Alternative Tool for Shape Representation,” Keynote Speaker, International Conference on Information, System and Convergence Applications, Chiang Mai, Thailand, July 2016. (in English)
o “Innovations for Elderly Care,” Invited Speaker, Faculty of Nursing and Srinagarind Hospital, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand, July 2016. (in Thai)
o “Computational Intelligence in Automatic Land Mine/Unexploded Ordnance (UXO) Detection,” Invited Speaker, Defence Technology Institute, Nonthaburi, Thailand, May 2016. (in Thai)
o “Microcalcification Detection in Mammograms Using Fuzzy Inference Systems,” Keynote Speaker, International Conference on Frontiers of Information Technology, Applications and Tools, Zhuhai, China, April 2016. (in English)
o “Computational Intelligence in Biomedical Engineering,” Invited Speaker,ICT Virtual Organization of ASEAN Institutes and NICT, Chiang Mai, Thailand, February 2016. (in English)
o “Innovations for Elderly Care,” Invited Speaker, Nursing Services Center, CMU, and Gerontological Nurses Association, Chiang Mai, Thailand, November 2015. (in Thai)
o “Data Mining for Biological/Medical Applications,” Invited Speaker, Chungbuk National University, Cheongju, Korea, October 2015. (in English)
o “Microcalcification Detection in Mammograms Using Interval Type-2 Fuzzy Logic System with Automatic Membership Function Generation,” Invited Speaker, Faculty of Medicine, Prince of Songkhla University, Songkhla, Thailand, March 2015. (in Thai)
o “Biomedical Engineering Innovation for Fluoride and Fluorosis Surveillance in Thailand: Automatic Dental Fluorosis Classification Using Multi-Prototypes from Fuzzy C-Means Clustering,” Invited Speaker, The 32nd Conference of the International Society for Fluoride Research, Chiang Mai, Thailand, November 2014. (in English)
o “Shape Representation Using Morphological Granulometries,” Invited Speaker, International Conference on Frontiers of Information Technology, Applications and Tools, Chiang Mai, Thailand, July 2014. (in English)
o “Biomedical Engineering in Health Innovations,” Invited Speaker,Innovation for Health: Show & Share, Chiang Mai, Thailand, May 2014. (in Thai)
o “Webcam-based Smart ID Card Reader,” Invited Speaker, The 22nd Thai Medical Informatics Association Annual Conference, Miracle Grand, Bangkok, November 2013. (in Thai)
o “Applying Fuzzy Clustering to Image Segmentation,” Keynote Speaker,International Conference on Frontiers of Information Technology, Applications and Tools, Cheongju, Korea, September 2013. (in English)
o “Speech Processing in Forensic Science,” Invited Speaker, Cyber Crime Conference, Chiang Mai, Thailand, September 2013. (in Thai)
o “Computational Intelligence in Biomedical Engineering,” Invited Speaker,The R10 Seminar, IEEE R10 Annual General Meeting, Chiang Mai, Thailand, March 2013. (in English)
o “Boundary Detection in Medical Images Using Edge Following Algorithm Based on Intensity Gradient and Texture Gradient Features,” Invited Speaker, The 2012 Ubiquitous Healthcare Conference, Gyeongju, Korea, October 2012. (in English)
o “Computational Intelligence in Biomedical Engineering Applications,” Invited Speaker, Chungbuk National University, Cheongju, Korea, October 2012. (in English)
o “Biomedical Engineering @ CMU,” Invited speaker, International Life Sciences Innovation Conference, Shangri-La Hotel, Chiang Mai, June 2012. (In English)
o “Digital Signal Processing and Digital Image Processing Applications in Biomedical Engineering,” Keynote Speaker, The 2012 International Conference on Convergence Technology, Ho Chi Minh City, Vietnam, January 2012. (in English)
o “Computational Intelligence in Biomedical Engineering,” Invited speaker,Advanced Statistical Methods for Healthcare Research, Kantary Hill Hotel, Chiang Mai, August 2011. (in Thai)
o “Computer Softwares in Biomedicine,” Invited speaker, Innovative Medical Materials and Instrument, National Innovation Agency, Bangkok, March 2011. (in Thai)
o “Cervical Cell Classification Using Fourier Transform and Nucleus Based Features,” Invited speaker, The 19th Thai Medical Informatics Association Annual Conference, Impact Muang Thong Thani, November 2010. (in Thai)
o “Computational Intelligence in Biomedical Engineering Applications,” Invited speaker, Medical Data Standards Expo, Queen Sirikit National Convention Center, August 2010. (in Thai)
o “Computational Intelligence in Biomedical Engineering Applications,” Invited speaker, Computation Science in Biomedicine, Mahidol University, August 2010. (in Thai)
o “Computational Intelligence in Biomedical Engineering Applications,” Invited speaker, International Conference on Computation in Science and Technology, Chiang Mai, August 2010. (in English)
o “Ionospheric F-Layer Critical Frequency Estimation from Digital Ionogram Analysis,” Educational Research Exchange Joint Symposium, Chiang Mai, Thailand, December 2007. (in English)
o “Computational Intelligence in Automatic White Blood Cell Counting,” Invited speaker, Faculty of Medicine, Chiang Mai University, October 2007. (in Thai)
o “Computational Intelligence in Humanitarian Demining: Make the World a Safer Place,” Keynote Speaker, Tri-University International Joint Seminar and Symposium, Mie, Japan, October 2006. (in English)
o “Training Neural Networks to Count White Blood Cells in Microscopic Bone Marrow Images,” Invited Speaker, U.S.-Thai Symposium on Biomedical Engineering, Bangkok, December 2005. (in English)
o “Computer Applications in Automatic White Blood Cell Counting,” Invited speaker, Faculty of Associated Medical Sciences, Chiang Mai University, February 2005. (in English)
o “Computational Intelligence in Automatic White Blood Cell Counting,” Invited speaker, Kagawa University, Takamatsu, Japan, October 2004. (in English)
o “Signal and Image Processing in Land Mine Detection,” Invited speaker,IEEE Special Lecture, Kagawa University, Takamatsu, Japan, May 2004. (in English)
o “Application of Random Set Theory and Fractal Geometry in Engineering,” Invited speaker at the Department of Mathematics, Chiang Mai University, in the Workshop on Fractal Geometry and Analysis of Random Sets and Their Applications, December 2002. (in English)
· General Co-Chair and Secretary
o Electrical/Electronics, Computer, Telecommunications and Information Technology Conference (ECTI-CON) 2010.
· Vice General Chair
o International Conference on Information, System and Convergence Applications, Kuala Lumpur, Malaysia, June 2015.
· Technical Chair
o The 16th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2020) / The 13th International Conference on Frontiers of Information Technology, Applications and Tools (FITAT 2020), Ho Chi Minh, Vietnam, November 2020.
o IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology, Chiang Mai, Thailand, October 2016.
o International Conference on Computer & Convergence Computing, Las Vegas, USA, January 2016.
o International Workshop on Advanced Image Technology 2014, Bangkok, January 2014.
o Biomedical Engineering International Conference (BMEiCON), 2011.
o IEEE International Symposium on Biomedical Engineering (IEEE ISBME), December 2009.
o International Symposium on Intelligent Signal Processing and Communication Systems, Bangkok, December 2008.
o International Workshop on Advanced Image Technology 2007, Bangkok, January 2007.
o International Conference on Intelligent Technologies 2003, Chiang Mai, December 2003.
· Program Committee Chair
o International Conference on Computer Engineering, Dubai, UAE, October 2015.
o International Conference on Information and Convergence Technology for Smart Society, Bangkok, Thailand, January 2015.
o International Symposium on Personalized Medicine, Cheongju, Korea, September 2013.
· Publication Chair
o Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, Siem Reap, December 2014.
· Organizing Chair
o International Conference on Advanced Computational Intelligence, Chiang Mai, February 2016.
· International Cooperation Chair
o International Conference on Information, System and Convergence Applications, Manila, The Philippines, July 2014.
· Local Arrangement Chair
o International Technical Conference on Circuits/Systems, Computers and Communications 2006, Chiang Mai, July 2006.
· Associate Technical Chair
o International Symposium on Intelligent Signal Processing and Communication Systems, December 2011.
· Steering Committee
o International Conference on Computer & Convergence Computing, Las Vegas, USA, 2016.
o International Conference on Internet of Things and Convergence, Daejeon, Korea, 2015.
o Electrical/Electronics, Computer, Telecommunications and Information Technology Conference, 2011-2013.
· Organizing Committee
o International Conference on Intelligent Technologies 2003 (InTech’03), Chiang Mai, December 2003.
o The 3rd Asian International Mobile Computing (AMOC-2004) Conference, Bangkok, May 2004.
· Local Publicity
o International Conference on Power Control and Optimization 2008, Chiang Mai, July 2008.
· Local Technical Committee
o International Conference on Green and Sustainable Innovation 2006, Chiang Mai, November 2006.
· International Advisory Committee
o International Conference on Control, Instrumentation and Mechatronic Engineering 2009, Malacca, Malaysia, June 2009.
· Session Chair:
o International Workshop on Smart Grid Technology and Data Processing, 2016.
o International Conference on Information and Convergence Technology Smart Society, (ICICTS), 2016.
o International Conference on Information, System and Convergence Applications (ICISCA), 2014.
o International Conference on the Frontiers of Information Technology, Application and Tools (FITAT), 2013.
o Biomedical Engineering International Conference (BMEiCON), 2011.
o International Symposium on Biomedical Engineering (ISBME), 2009.
o Electrical/Electronics, Computer, Telecommunications and Information Technology Conference (ECTI-CON), 2008, 2009, 2010.
o IEEE International Conference on Mechatronics and Automation,Takamatsu, Japan, August 2008.
o International Technical Conference on Circuits/Systems, Computers and Communications, Chiang Mai, July 2006.
o International Conference on Fuzzy Systems and Knowledge Discovery,Changsha, Hunan, China, August 2005.
o IEEE Region 10 Technical Conference (IEEE-TENCON), Chiang Mai, November 2004.
o International Conference on Intelligent Technologies 2003, Chiang Mai, December 2003.
o 2002 IEEE International Conference on Systems, Man, and Cybernetics, Hammamet, Tunisia, October 2002.
o The 25th, 26th, 27th, 28th Electrical Engineering Conference, 2002-2005.
o National Computer Science and Engineering Conference, 2005.
o The 4th National Symposium on Graduate Research, Chiang Mai,Thailand, August 2004.
· Peer Committee to Review Research Grants for
o Qatar National Research Fund (QNRF)
o Medical Research Council, UK
o Irish Research Council
o Thailand Research Fund (TRF)
o National Research Council of Thailand (NRCT)
o National Electronics and Computer Technology Center (NECTEC)
o National Center for Genetic Engineering and Biotechnology (BIOTEC)
o Industry/University Cooperative Research Center (I/UCRC) in HDD Advanced Manufacturing
o Science and Technology Research Institute, Chiang Mai University
o Research Network (Upper Middle Part of Thailand), Office of the Higher Education Commission
o Xi’an Jiaotong-Liverpool University, China
o Chiang Mai University
o Prince of Songkhla University
o King Mongkut’s University of Technology North Bangkok
o Phayao University
o Maejo University
o Payap University
· Paper Reviewer for
International
o IEEE Transactions on Fuzzy Systems
o IEEE Transactions on Image Processing
o IEEE Transactions on Medical Imaging
o IEEE Transactions on Biomedical Engineering
o IEEE Transactions on Information Technology in Medicine
o IEEE Transactions on Systems, Man and Cybernetics Part A
o IEEE Transactions on Systems, Man and Cybernetics Part B
o IEEE Transactions on Systems, Man and Cybernetics Part C
o IEEE Transactions on Industrial Electronics
o IEEE Journal of Biomedical and Health Informatics
o APSIPA Transactions on Signal and Information Processing
o IET Signal Processing
o Expert Systems with Applications
o Pattern Recognition
o Computer Methods and Programs in Biomedicine
o Journal for Biomedical Optics
o Journal of Mathematical Imaging and Vision
o Journal of Electronic Imaging
o Journal of Biomedicine and Biotechnology
o BioMed Research International
o Computational and Mathematical Methods in Medicine
o Computational Biology and Chemistry
o Journal of Medical Imaging and Health Informatics
o Wireless Personal Communications
o Neurocomputing
o Neural Computing and Applications
o Information Systems
o The Scientific World Journal
o Scientific Phone Apps and Mobile Devices
o Mathematical Problems in Engineering
o PLOS ONE
o ETRI Journal
o International Journal of Computers and Applications
o IEICE Transactions on Information and Systems
o IEICE Electronics Express
o Australian Journal of Electrical and Electronics Engineering
o ECTI Transactions on Electrical Engineering, Electronics, and Communications
o ECTI Transactions on Computer and Information Technology
o African Journal of Agricultural Research
o IEEE International Conference on Communications (ICC)
o IEEE International Conference on Fuzzy Systems (FUZZIEEE)
o IEEE International Conference on Systems, Man, and Cybernetics (IEEE-SMC)
o IEEE Symposium Series on Computational Intelligence (IEEE-SSCI)
o IEEE International Conference on Human System Interaction (HSI)
o IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)
o IEEE Region 10 Technical Conference (IEEE-TENCON)
o International Conference on Imaging Theory and Applications (IMAGAPP)
o International Conference on Intelligent Technologies (InTech)
o Asian International Mobile Computing Conference (AMOC)
o International Symposium on Biomedical Engineering (ISBME)
o International Conference on Active Media Technology (AMT)
o International Conference on Natural Computation (ICNC)
o International Workshop on Advanced Image Technology (IWAIT)
o Electrical/Electronics, Computer, Telecommunications and Information Technology Conference (ECTI-CON)
o Asian Conference on Defence Technology (ACDT)
o Asia-Pacific Conference on Communications (APCC)
National
o Chiang Mai University Journal
o Chiang Mai Journal of Science
o Songklanakarin Journal of Science and Technology
o KKU Research Journal
o KKU Science Journal
o Naresuan University Journal
o Engineering Journal, Chiang Mai University
o Conference for Electrical Engineering (EECON)
o Electrical/Electronics, Computer, Telecommunications and Information Technology Conference on Application Research and Development (ECTI-CARD)
o TRS Conference on Robotics and Industrial Technology (CRIT)
o National Computer Science and Engineering Conference (NCSEC)
HONORS AND ACTIVITIES
· Royal Decoration
o Knight Grand Cross (First Class) of the Most Exalted Order of the White Elephant, 2017.
o Knight Grand Cross (First Class) of the Most Noble Order of the Crown of Thailand, 2013.
o Knight Commander (Second Class) of the Most Exalted Order of the White Elephant, 2009.
o Knight Commander (Second Class) of the Most Noble Order of the Crown of Thailand, 2005.
o Commander (Third Class) of the Most Noble Order of the Crown ofThailand, 2002.
o Companion (Fourth Class) of the Most Exalted Order of the White Elephant, 1998.
· Full scholarship recipient, from the Royal Thai Government to pursue Master’s and Ph.D. degrees in Electrical Engineering in the U.S. (December 1994 – May 2000)
· Golden Garuda Pin: National Outstanding Government Official Award, The Royal Thai Government, 2015.
· Gold Elephant Outstanding Researcher Award, Chiang Mai University, 2013.
· Outstanding Alumni Award, Chiang Mai University Engineering Alumni Association, 2010.
· Gold Elephant Outstanding Professor Award, Chiang Mai University, 2008.
· Appreciation Award for endeavour and dedication, Society of Convergence and Integrated Research (SCIR), Korea, 2015.
· 2005 NRCT Excellent Dissertation Award, National Research Council of Thailand, from the dissertation entitled “Morphological Granulometric Estimation with Random Primitives and Applications to Blood Cell Counting” by Nipon Theera-Umpon, University of Missouri-Columbia,U.S.A., May 2000.
· Best Paper Award, from the paper entitled “Person Identification from Ear Images using Convolution Neural Networks,” by Sansanee Auephanwiriyakul, Natchapon Petaitiemthong, Potsawat Chuenpet, and Nipon Theera-Umpon, in the IEEE International Conference on Control System, Computing and Engineering, Penang, Malaysia, November 2019.
· Best Paper Award, from the paper entitled “A Novel Self Organizing Feature Map (SOFM) for Uncertain Data,” by Sansanee Auephanwiriyakul and Nipon Theera-Umpon, in the International Conference on Green and Human Information Technology, Kuala Lumpur, Malaysia, January 2019.
· Best Paper Award, from the paper entitled “Facial Expression Recognition Using String Grammar Fuzzy K-Nearest Neighbor,” by Payungsak Kasemsumran, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, inthe International Conference on Computational Science and Its Application, Beijing, China, July 2016.
· Best Paper Award, from the paper entitled “Automatic White Blood Cell Detection in Low Resolution Bright Field Microscopic Images,” by Usanee Apijuntarangoon, Nipon Theera-Umpon, Chatchai Tayapiwattana, and Sansanee Auephanwiriyakul, in the International Conference on Information, System and Convergence Applications, Kuala Lumpur, Malaysia, June 2015.
· Best Paper Award, from the paper entitled “Eye-Gaze Distance Estimation Using Eigenvalues of Iris Region,” by W. Ponglangka, N. Theera-Umpon, and S. Auephanwiriyakul, in the International Conference on Information, System and Convergence Applications, Manila, The Philippines, July 2014.
· Best Paper Award, from the paper entitled “Coil Defect Inspection in Pivot Arm Assembly,” by N. Theera-Umpon, T. Chantorn, S. Auephanwiriyakul and Anusorn Yodjaiphet, in the International Data Storage Technology Conference (DST-CON2011), Bangkok, Thailand, November 2011.
· Best Paper Award, from the paper entitled “Fuzzy Clustering Patch-Based Automatic Nucleus Segmentation of Bone Marrow White Blood Cells” by Nipon Theera-Umpon, in the 27th Electrical Engineering Conference, Khon Kaen, Thailand, November 2004.
· Royal Golden Jubilee Grants-RGJ Ph.D. Program, Thailand Research Fund (TRF), 2008.
· Biographical profile was selected and listed in Who’s Who in Science and Engineering, the key biographical facts on more than 30,000 men and women leading today’s scientific and technological revolution around the world, Marquis, New Jersey, since 2003.
· Biographical profile was selected and listed in Who’s Who in Asia, Marquis, New Jersey, since 2006.
· Biographical profile was selected and listed in Who’s Who in the World, Marquis, New Jersey, since 2005.
· Coordinator, establish a research collaboration between the Faculty of Engineering, Chiang Mai University, THAILAND and the College of Engineering, University of Missouri–Columbia, U.S.A., 2000.
· Coordinator, establish an academic and research collaboration between the Faculty of Engineering, Chiang Mai University, THAILAND and the Faculty of Engineering, Kagawa University, Japan, 2005.
· Coordinator, establish an academic and research collaboration between Chiang Mai University, THAILAND and Chungbuk National University, Korea, 2013.
· Post Doctoral Fellow, Department of Computer Engineering and Computer Science, University of Missouri-Columbia, U.S.A., 2000-2001.
· Academic Achievement Medal, Faculty of Engineering, Chiang Mai University, 1990.
· Elected Senior Member IEEE, (Signal Processing Society, Computational Intelligence Society, Industrial Electronic Society, Engineering in Medicine and Biology Society)
– Student Member: 1998–May 2000
– Member: May 2000–Jan 2006
– Senior Member: Jan 2006–present
· Vice President, Korea Convergence Society
· Vice President, Thai Engineering in Medicine and Biology Society
· Honorary Member (Thai Association for Laboratory Animal Science)
· Associate Committee Member (Chiang Mai University Research Ethic Committee)
· Member (Electrical Engineer in Power and Communications) Council of Engineers, Thailand
· Member, Thai Robotics Society
· Member, Biomedical Engineering Society of Thailand
· Student Body President Elect, Khonkaen Wittayayon school, THAILAND, 1988
REFEREED PUBLICATIONS
Book Chapters
· Sansanee Auephanwiriyakul, Suwannee Phitakwinai, and Nipon Theera-Umpon, “Fuzzy Multilayer Perceptrons for Fuzzy Vector Regression,” Women in Computational Intelligence, Alice E. Smith (Ed.), Springer Nature Switzerland, 2020. [Accepted for Publication]
· Nattapat Karaket, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Automobile Parts Localization Using Multi-layer Multi-model Images Classifier Ensemble,” Advances in Intelligent Information Hiding and Multimedia Signal Processing, Jeng-Shyang Pan, Jianpo Li, Keun Ho Ryu, Zhenyu Meng, Aleksandra Klasnja-Milicevic (Eds.), Springer Nature Singapore, 2020. [Accepted for Publication]
· Lkhagvadorj Munkhdalai, Meijing Li, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Keun Ho Ryu, “VAR-GRU: A Hybrid Model for Multivariate Financial Time Series Prediction,” Intelligent Information and Database Systems, N. T. Nguyen, K. Jearanaitanakij, A. Selamat, B. Trawiński, S. Chittayasothorn (Eds.), pp. 322-332, Springer Nature Switzerland, 2020.
· Panuwit Pholkerd, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Companies Trading Signs Prediction Using Fuzzy Hybrid Operator with Swarm Optimization Algorithms,” Intelligent Computing and Optimization, P. Vasant, I. Zelinka, G.-W. Weber (Eds.), Vol. 1072, pp. 420-429, Springer Nature Switzerland, 2019.
· Somnuek Surathong, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Decision Fusion Using Fuzzy Dempster-Shafer Theory,” Advances in Intelligent Systems and Computing, H. Unger, S. Sodsee, P. Meesad (Eds.), Vol. 769, pp. 115-125, Springer Nature Switzerland, 2018.
· Chakkraphop Maisen, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Incorporating Learning Vector Quantization in Neuro-Fuzzy System,” Lecture Notes in Artificial Intelligence, Nguyen, N.T., Tojo, S., Nguyen, L.M., Trawinski, B. (Eds.), Vol. 10191, pp. 528-544, Springer-Verlag Berlin Heidelberg, 2017.
· Payungsak Kasemsumran, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, Lecture Notes in Computer Science, Gervasi, O., Murgante, B., Misra, S., Rocha, A.M.A.C., Torre, C.M., Taniar, D., Apduhan, B.O., Stankova, E., Wang, S. (Eds.), Vol. 9787, pp. 584-596, Springer, Switzerland, July 2016. [Best Paper Award]
· Yuttana Munklang, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Synthetic Aperture Radar (SAR) Automatic Target Recognition (ATR) Using Fuzzy Co-occurrence Matrix Texture Feature,” Recent Advances in Computational Intelligence in Defense and Security (Studies in Computational Intelligence), pp. 467-489, Rami Abielmona, Rafael Falcon, Nur Zincir-Heywood, Hussein Abbass (Eds.), Springer, October 2015.
· Luis Frazao, Rui Santos, Miguel Cacho Teixeira, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Automatic Detection of Yeast and Pseudohyphal Form Cells in the Human Pathogen Candida glabrata,”Intelligent Computing Theories and Methodologies, , Huang, De-Shuang, Han, Kyungsook (Eds.), Lecture Notes in Artificial Intelligence, Vol. 9227, pp. 669-678, Springer-Verlag Berlin Heidelberg, August 2015.
· Sansanee Auephanwiriyakul, Patison Palee, Orathai Suttijak, and Nipon Theera-Umpon, “Borehole Diameter Inspection for Hard Disk Drive Pivot Arms Using Hough Transform in Panorama Images,” Visual Inspection Technology in the Hard Disk Drive Industry, Paisarn Muneesawang and Suchart Yammen (Eds.), pp. 183-195, Wiley, 2015.
· Thanatip Chankong, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Automatic Cervical Cell Classification Using Patch-Based Fuzzy Clustering and Minimum Average Correlation Energy Filter,”IFMBE Proceedings, Vol. 43, James Goh (Ed.), pp. 164-167, Springer, 2014.
· Nipon Theera-Umpon, Panyaphon Phiphatkhunarnon, and Sansanee Auephanwiriyakul, “Linear Prediction-based Reconstruction of Electrocardiogram with Premature Ventricular Contraction for Heart Rate Variability Analysis,” Future Information Communication Technology and Applications, H.-K. Jung, J.T. Kim, T. Sahama, and C.-H. Yang (Eds.),Lecture Notes in Electrical Engineering, Vol. 235, Chapter 30, pp. 273-281, Springer-Verlag Berlin Heidelberg, June 2013.
· Yuttana Munklang, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “A Novel Fuzzy Co-occurrence Matrix for Texture Feature Extraction,” Computational Science and Its Applications, B. Murgante, et. al. (Eds.), Lecture Notes in Computer Science, Vol. 7973, pp. 246-257, Springer-Verlag Berlin Heidelberg, June 2013.
· Narissara Eiamkanitchat, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Colon Tumor Microarray Classification Using Neural Network with Feature Selection and Rule-Based Classification,” Advances in Neural Network Research and Applications, Zhigan Zen and Jun Wang (Eds.), Lecture Notes in Electrical Engineering, Vol. 67, pp. 363–372, Springer-Verlag Berlin Heidelberg, 2010.
· Thanatip Chankong, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Cervical Cell Classification using Fourier Transform,”IFMBE Proceedings, Vol. 23, Chwee Tech Lim and James C.H. Goh (Eds.), pp. 476–480, Springer, 2009.
· Suwannee Phitakwinai, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Thai Sign Language Translation Using Fuzzy C-Means and Scale Invariant Feature Transform,” Computational Science and Its Applications,O. Gervasi, B. Murgante, A. Lagana, D. Taniar, Y. Mun, M.L. Gavrilova (Eds.), Lecture Notes in Computer Science, Vol. 5073, pp. 1107–1119, Springer-Verlag Berlin Heidelberg, 2008.
· Nipon Theera-Umpon, “Ionospheric F-Layer Critical Frequency Estimation from Digital Ionogram Analysis,” Computational Science and Its Applications, O. Gervasi and M.L. Gavrilova (Eds.), Lecture Notes in Computer Science, Vol. 4707, pp. 190–200, Springer-Verlag Berlin Heidelberg, 2007.
· Nipon Theera-Umpon, “White Blood Cell Segmentation and Classification in Microscopic Bone Marrow Images,” Fuzzy Systems and Knowledge Discovery, L. Wang and Y. Jin (Eds.), Lecture Notes in Computer Science, Vol. 3614, pp. 787–796, Springer-Verlag Berlin Heidelberg, 2005.
International Journals
· Kwang Ho Park, Erdenebileg Batbaatar, Yongjun Piao, Nipon Theera-Umpon, and Keun Ho Ryu, ” Deep Learning Approach for Hematopoietic Cancer Subtype Classification,” International Journal of Environmental Research and Public Health, 21 pages, 2021. [Accepted for Publication]
· Lkhagvadorj Munkhdalai, Kwang Ho Park, Erdenebileg Batbaatar, Nipon Theera-Umpon, and Keun Ho Ryu, “Deep Learning-Based Demand Forecasting for Korean Postal Delivery Service,” IEEE Access, Vol. 8, 11 pages, October 2020.
· Khishigsuren Davagdorj, Van Huy Pham, Nipon Theera-Umpon, and Keun Ho Ryu, “XGBoost-based Framework for Smoking-Induced Non Communicable Disease Prediction,” International Journal of Environmental Research and Public Health, Vol. 17, No. 9, 22 pages, September 2020.
· Nipon Theera-Umpon, Ittided Poonkasem, Sansanee Auephanwiriyakul, and Direk Patikulsila, ” Hard Exudate Detection in Retinal Fundus Images Using Supervised Learning,” Neural Computing and Applications, Vol. 32, pp. 13079-13096, August 2020.
· Jeerawan Klangjorhor, Areerak Phanphaisarn, Pimpisa Teeyakasem, Parunya Chaiyawat, Phichayut Phinyo, Jongkolnee Settakorn, Nipon Theera-Umpon, and Dumnoensun Pruksakorn, “In Vitro Drug Sensitivity (IDS) of Patient-Derived Primary Osteosarcoma Cells as an Early Predictor of the Clinical Outcomes of Osteosarcoma Patients,” Cancer Chemotherapy and Pharmacology, Vol. 85, No. 6, pp. 1165-1176. June 2020.
· Tsatsral Amarbayasgalan, Van Huy Pham, Nipon Theera-Umpon, and Keun Ho Ryu, “Unsupervised Anomaly Detection Approach for Time-Series in Multi-Domains Using Deep Reconstruction Error,” Symmetry, Vol. 12, No. 8, 22 pages, August 2020.
· Atcharin Klomsae, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “A String Grammar Possibilistic-Fuzzy C-Medians,” Soft Computing, Vol. 23, No. 17, pp. 7637-7653, September 2019.
· Anirut Watcharawipha, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Space Independent Image Registration Using Curve-Based Method with Combination of Multiple Deformable Vector Fields,” Symmetry, Vol. 11, No. 10, 19 pages, September 2019.
· Luis Bastos Frazao, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Diagnosis of Diabetic Retinopathy Based on Holistic Texture and Local Retinal Features,” Information Sciences, Vol. 475, pp. 44-66, February 2019.
· Moon Keun Kim, Jaehoon Cha, Eunmi Lee, Van Huy Pham, Sanghyuk Lee and Nipon Theera-Umpon, “Simplified Neural Network Model Design with Sensitivity Analysis and Electricity Consumption Prediction in a Commercial Building,” Energies, Vol. 12, No. 7, 13 pages, 2019.
· Leijing Li, Siuming Yu, Heun Ho Ryu, Sanghyuk Lee and Nipon Theera-Umpon, “Face Recognition Technology Development with Gabor, PCA and SVM Methodology under Illumination Normalization Condition,” Cluster Computing, Vol. 21, No. 1, pp. 1117-1126, 2018.
· Kasemsit Teeyapan, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “A Twin-Hyperellipsoidal Support Vector Classifier,” Journal of Intelligent and Fuzzy Systems, Vol. 35, No. 6, pp. 6141-6152, 2018.
· Chakkraphop Maisen, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Learning Vector Quantization Inference Classifier in Breast Abnormality Classification,” Journal of Intelligent and Fuzzy Systems, Vol. 35, No. 6, pp. 6101-6116, 2018.
· Mahamah Sebakor, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Smart Control Plane for Information Centric Network-Internet Service Provider Networks,” Journal of Central South University, Vol. 25, No. 10, pp. 2410-2422, 2018.
· Nipon Theera-Umpon, Sanghyuk Lee, Kun-Hee Han, Woo-Sik Bae, Enggee Lim, “Verifying Secure Authentication Protocol for Communication between IoT-based Medical Devices,” Journal of Universal Computer Science, Vol. 24, No. 9, pp. 1258-1270, 2018.
· Eng Gee Lim, Jingchen Wang, Gerry Juans, Zhao Wang, Mark Leach, Sanghyuk Lee, and Nipon Theera-Umpon, “Design of Wearable Radio Frequency Identification Antenna,” Wireless Personal Communications, Vol. 98, No. 4, pp. 3059-3070, 2018.
· Somnuek Surathong, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Incorporating Fuzzy Sets into Dempster-Shafer Theory for Decision Fusion,” JP Journal of Heat and Mass Transfer, Special Volume, No. 3, pp. 299-309, August 2018.
· Suwannee Phitakwinai, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Fuzzy Multilayer Perceptron with Cuckoo Search,” JP Journal of Heat and Mass Transfer, Special Volume, No. 2, pp. 257-275, July 2018.
· Atcharin Klomsae, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “String Grammar Unsupervised Possibilistic Fuzzy C-Medians for Gait Pattern Classification in Patients with Neurodegenerative Diseases,” Computational Intelligence and Neuroscience, 10 pages, 2018.
· Atcharin Klomsae, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “A Novel String Grammar Unsupervised Possibilistic C-Medians in Sign Language Translation System,” Symmetry, Vol. 9, No. 12, 24 pages, December 2017.
· Kasemsit Teeyapan, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Ellipsoidal Support Vector Data Description,” Neural Computing and Applications, Vol. 28, Supplement 1, pp. 337–347, December 2017.
· Saeid Gholami Farkoush, Chang-Hwan Kim, Ho-Chul Jung, Sanghyuk Lee, Nipon Theera-Umpon, and Sang-Bong Rhee, “Power Factor Improvement of Distribution System with EV Chargers based on SMC Method for SVC,” Journal of Electrical Engineering and Technology, Vol. 12, No. 4, pp. 1340-1347, 2017.
· Sanghyuk Lee, Jaehoon Cha, Nipon Theera-Umpon, and Kyeong Soo Kim, “Analysis on Similarity Measure for Non-overlapped Data,” Symmetry, Vol. 9, No. 5, 11 pages, May 2017.
· Atcharin Klomsae, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “A String Grammar Fuzzy-Possibilistic C-Medians,” Applied Soft Computing, Vol. 57, pp. 684-695, 2017.
· Yu-Jia Zhai, Ding-Li Yu, Ke-Jun Qian, Sanghyuk Lee and Nipon Theera-Umpon, “A Soft Sensor-Based Fault-Tolerant Control on the Air Fuel Ratio of Spark-Ignition Engines,” Energies, Vol. 10, No. 1, 15 pages, January 2017.
· Ukrit Marung, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Top-N Recommender Systems Using Genetic Algorithm-Based Visual Clustering Methods,” Symmetry, Vol. 8, No. 7, 19 pages, July 2016.
· Kittichai Wantanajittikul, Nipon Theera-Umpon, Suwit Saekho, Sansanee Auephanwiriyakul, Arintaya Phrommintikul, Krit Leemasawat, “Automatic Cardiac T2* Relaxation Time Estimation from Magnetic Resonance Images Using Region Growing Method with Automatically Initialized Seed Points,”Computer Methods and Programs in Biomedicine, Vol. 130, pp. 76-86, July 2016.
· Apichat Sinthubua, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Sittiporn Ruengdit, Srijit Das, and Pasuk Mahakkanukrauh, “New Method of Age Estimation from Maxillary Sutures Closure in a Thai Population,” La Clinica Terapeutica, Vol. 167, No. 2, pp. 33-37, 2016.
· Anusorn Yodjaiphet, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Instance Reduction for Supervised Learning Using Input-Output Clustering Method,” Journal of Central South University, Vol. 22, No. 12, pp. 4740-4748, December 2015.
· Narissara Eiamkanitchat, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “On Feature Selection and Rule Extraction for High Dimensional Data: A Case of Diffuse Large B-cell Lymphomas Microarrays Classification,” Mathematical Problems in Engineering, Vol. 2015, Article ID 275831, 12 pages, October 2015.
· Yuttana Munklang, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Examination of Mammogram Image Classification using Fuzzy Co-occurrence Matrix,” International Journal of Tomography and Simulation, Vol. 28, No. 3, pp. 96-103, September 2015.
· Wirot Ponglangka, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Using Iris Region Eigenvalues for User-Independent Eye-Gaze Distance Estimation in Single-Camera Setup,” International Journal of Imaging and Robotics, Vol. 15, No. 3, pp. 35-42, September 2015.
· Payungsak Kasemsumran, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Face Recognition Using String Grammar Nearest Neighbor Technique,” Journal of Image and Graphics, Vol. 3, No. 1, pp. 6-10, June 2015.
· Tanawat Vaseenon, Piyapong Intharasompan, Thongaek Wattanarojanaporn, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Phinit Phisitkul, “Foot and Ankle Problems in Muay Thai Kickboxers,”Journal of The Medical Association of Thailand, Vol. 98, No. 1, pp. 65-70, January 2015.
· Tanawat Vaseenon, Thongaek Wattanarojanaporn, Piyapong Intharasompan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Phinit Phisitkul, “Foot and Ankle Problems in Thai Monks,” Journal of The Medical Association of Thailand, Vol. 98, No. 1, pp. 71-76, January 2015.
· Ukrit Marung, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Applying Memetic Algorithm-Based Clustering to Recommender System with High Sparsity Problem,” Journal of Central South University, Vol. 21, No. 9, pp. 3541-3550, September 2014.
· Suwannee Phitakwinai, H. Sawada, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, “Japanese Vowel Sound Classification Using Fuzzy Inference System,” Journal of Korea Convergence Society, Vol. 5, No. 1, pp. 35-41, March 2014.
· Thanatip Chankong, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Automatic Cervical Cell Segmentation and Classification in Pap Smears,” Computer Methods and Programs in Biomedicine, Vol. 113, No. 2, pp. 539-556, February 2014.
· Sansanee Auephanwiriyakul, Suwannee Phitakwinai, Wattanapong Suttapak, Phonkrit Chanda, and Nipon Theera-Umpon, “Thai Sign Language Translation Using Scale Invariant Feature Transform and Hidden Markov Models,” Pattern Recognition Letters, Vol. 34, No. 11, pp. 1291-1298, 2013.
· Sanong Amaroek and Nipon Theera-Umpon, “Economical Moisture Measurement System for Dried Longan Aril Using Electrical Capacitance,”Agricultural Mechanization in Asia, Africa and Latin America, Vol. 43, No. 10, pp. 29-33, 2012.
· Nipon Theera-Umpon, Suppakarn Chansareewittaya, and Sansanee Auephanwiriyakul, “Phoneme and Tonal Accent Recognition for Thai Speech,” Expert Systems With Applications, Vol. 38, No. 10, pp. 13254-13259, October 2011.
· Krit Somkantha, Nipon Theera-Umpon and Sansanee Auephanwiriyakul, “Boundary Detection in Medical Images Using Edge Following Algorithm Based on Intensity Gradient and Texture Gradient Features,” IEEE Transactions on Biomedical Engineering, Vol. 58, No. 3, pp. 567–573, March 2011.
· Krit Somkantha, Nipon Theera-Umpon and Sansanee Auephanwiriyakul, “Bone Age Assessment in Young Children using Automatic Carpal Bone Feature Extraction and Support Vector Regression,” Journal of Digital Imaging, Vol. 24, No. 6, pp. 1044-1058, 2011.
· Sakkadech Limmahakhun, Peraphan Pothacharoen, Nipon Theera-Umpon, Olarn Arpornchayanon, Taninnit Leerapun, Sirichai Luevitoonvechkuj, and Dumnoensun Pruksakorn, “Relationships between Serum Biomarker Levels and Clinical Presentation of Human Osteosarcomas,” Asian Pacific Journal of Cancer Prevention, Vol. 12, No. 7, pp. 1717-1722, 2011.
· Sansanee Auephanwiriyakul, Ekkalak Sumonphan, Nipon Theera-Umpon, and Chatchai Tayapiwatana, “Automatic Nevirapine Concentration Interpretation System Using Support Vector Regression,” Computer Methods and Programs in Biomedicine, Vol. 101, Nov. 3, pp. 271-281, March 2011.
· Sanong Amaroek, Nipon Theera-Umpon, Kittichai Wantanajittikul and Sansanee Auephanwiriyakul, “Moisture Content Prediction of Dried Longan Aril from Dielectric Constant Using Multilayer Perceptrons and Support Vector Regression,” American Journal of Applied Sciences, Vol. 7, No. 10, pp. 1387–1392, October 2010.
· Nipon Theera-Umpon, “Unexploded Ordnance Detection Using Region of Interest in Range Domain of Ground Penetrating Radar,” International Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 11, No. 10, pp. 1184–1188, December 2007.
· Nipon Theera-Umpon and Sompong Dhompongsa, “Morphological Granulometric Features of Nucleus in Automatic Bone Marrow White Blood Cell Classification,” IEEE Transactions on Information Technology in Biomedicine, Vol.11, No.3, pp. 353–359, May 2007.
· Nipon Theera-Umpon, “Patch-Based White Blood Cell Nucleus Segmentation Using Fuzzy Clustering,” ECTI Transactions on Electrical Engineering, Electronics, and Communications Vol.3, No.1, pp.15–19, February 2005.
· Nipon Theera-Umpon and Udomsak Boonprasert, “Leeway Prediction of Oceanic Disastrous Target via Support Vector Regression,” International Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.8, No.6, pp. 606–612, November 2004.
· Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Comparison of Linguistic and Regular Hard C-Means in Postoperative Patient Data,”International Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.8, No.6, pp. 599–605, November 2004.
· Nipon Theera-Umpon, “Buried Unexploded Ordnance Detection Using Energy-Based Features of Ground Penetrating Radar Signals,” Thammasat International Journal on Science and Technology (TIJSAT), Vol. 9, No. 3, pp.64–72, July 2004.
· Nipon Theera-Umpon, “Automatic White Blood Cell Classification using Biased-Output Neural Networks with Morphological Features,” Thammasat International Journal of Science and Technology, Vol. 8, No. 1, pp.64–71, January 2003.
· Nipon Theera-Umpon and Paul D. Gader, “System Level Training of Neural Networks for Counting White Blood Cells,” IEEE Transactions on Systems, Man, and Cybernetics Part C: Applications and Reviews, Vol. 32, No. 1, pp. 48–53, February 2002.
· Nipon Theera-Umpon, Edward R. Dougherty, and Paul D. Gader, “Non-Homothetic Granulometric Mixing Theory with Application to Blood Cell Counting,” Pattern Recognition, Vol. 34, No. 12, pp. 2547–2560, December 2001.
· Nipon Theera-Umpon and Paul D. Gader, “Counting White Blood Cells Using Morphological Granulometries,” Journal of Electronic Imaging, Vol.9, No.2, pp.170–177, April 2000.
National Journals
· Sirirat Panuthai, Chiraporn Tachaudomdach, Chomphoonut Srirat, and Nipon Theera-Umpon, “Development of “Kratib Kao” for Controlling Food Consumption in Persons with Diabetes”, Nursing Journal, Vol. 46, No. 3, pp. 94-105, 2019. (in Thai)
· Worawit Tantaopas, Jidapa Jitchanvichai, Touch Laisiriroengrai, Nuttapong Jenjai, Tanyatorn Julphakee, Nipon Theera-Umpon, Tanawat Vaseenon, Rojana Phuackchantuck, Kanjana Harnsiriwattanakit, Paiwan Sudwan, “Prevalence and Associated Factors of Flatfoot in Third-year Medical Students at Chiang Mai University,” Chulalongkorn Medical Journal, Vol. 62, No. 3, pp. 627-637, 2018. (in Thai)
· Wuttipong Siriwittayakorn, Olarn Apornchayanon, Sratwadee Lorsomradee, Nipon Theera-Umpon, Jongkolnee Settakorn, Dumnoensun Pruksakorn, “Intra-lesional NSAIDs Injection: Unreported Treatment in (Extra-abdominal) Desmoid Tumors,” The Bangkok Medical Journal, Vol. 12, 5 pages, 2016. (in English)
· Navadon Khunlertgit, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Hit-or-Miss Transformation Implementation on Graphics Processing Unit,” KKU Research Journal, Vol. 13, No. 3, pp. 450–455, April 2008. (in English)
· Thadsanan Chantorn, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Bracket Move Inspection Using Canny Edge Detection,”KKU Research Journal, Vol. 13, No. 3, pp. 456–461, April 2008. (in English)
· Patison Palee, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “An Automated Panorama Image Construction for Dimension Inspection,”KKU Research Journal, Vol. 13, No. 3, pp. 462–468, April 2008. (in English)
· Orathai Suttijak, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Swage Hole Diameter Inspection using Hough Transform,” KKU Research Journal, Vol. 13, No. 3, pp. 469–475, April 2008. (in English)
International Full Peer-reviewed Articles
· Apiwat Bouthwong, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, ” sgRHCM: String Grammar Relational Hard C-Means,” International Conference on Green and Human Information Technology, 4 pages, Hanoi, Vietnam, February 2020.
· Sansanee Auephanwiriyakul, Natchapon Petaitiemthong, Potsawat Chuenpet, and Nipon Theera-Umpon, “Person Identification from Ear Images using Convolution Neural Networks,” Proceedings of the 2019 IEEE International Conference on Control System, Computing and Engineering, 5 pages, Penang, Malaysia, November 2019. [Best Paper Award]
· Sansanee Auephanwiriyakul and Nipon Theera-Umpon, ” A Novel Self Organizing Feature Map for Uncertain Data,” Proceedings of the International Conference on Green and Human Information Technology, pp. 49-54, Kuala Lumpur, Malaysia, January 2019. [Best Paper Award]
· Ittided Poonkasem, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Direk Patikulsila, “Detection of Hard Exudates in Fundus Images Using Convolutional Neural Networks,” Proceedings of the International Conference on Green and Human Information Technology, pp. 77-81, Kuala Lumpur, Malaysia, January 2019.
· Lea Dujardin, Nipon Theera-Umpon, Pornwitcha Somsap, Panason Manorost, and Sansanee Auephanwiriyakul, “Angiographic Narrowing Prediction Using k-Nearest Neighbors Algorithm with Euclidean Distance,” Proceedings of the International Conference on Information, System and Convergence Applications, pp. 47-49, Bangkok, Thailand, January 2019.
· Pipat Supornchai, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Person Identification via Hand Writing Electromyography,” Proceedings of the International Conference on Information, System and Convergence Applications, pp. 50-52, Bangkok, Thailand, January 2019.
· Supachaya Prathan, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Sanparith Marukatat, ” Image-Based Silkworm Egg Classification and Counting Using Counting Neural Network,” Proceedings of the International Conference on Machine Learning and Soft Computing, pp. 21-26, Da Lat, Vietnam, January 2019.
· Tamonwan Sukumpee, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Kinematic-based Knee Angle Correction for Gait Analysis Using Single Kinect Sensor,” Proceedings of the 2018 IEEE International Conference on Control System, Computing and Engineering, pp. 212-216, Penang, Malaysia, November 2018.
· Watchanan Chantapakul, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Person Identification from Full-Body Movement Using String Grammar Fuzzy-Possibilistic C-Medians,” Proceedings of the 2018 IEEE International Conference on Control System, Computing and Engineering, pp. 16-19, Penang, Malaysia, November 2018.
· Kornkamon Suttitanawat, Apinun Uppanun, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Patiwet Wuttisarnwattana, “Lung Nodule Detection from Chest X-Ray Images Using Interval Type-2 Fuzzy Logic System,” Proceedings of the 2018 IEEE International Conference on Control System, Computing and Engineering, pp. 223-226, Penang, Malaysia, November 2018.
· Anirut Watcharawipha, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Edge Matching Using Piecewise Polynomial Fitting and Cubic B-spline Interpolation,” International Conference on Information Technology and Society Applications, pp. 17-20, Hong Kong, China, June 2018.
· Suruk Udomsom, Nipon Theera-Umpon, Ukrit Mankong, Nattapol Ittipratheep, Toshimasa Umezawa, and Atsushi Matsumoto, “Silicon Photonic Resonator for Label-Free Bio-sensing Application,” Proceedings of SPIE, Vol. 10714, 10 pg., March 2018.
· Chakkraphop Maisen, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Abnormality Detection in Mammograms Using Learning Vector Quantization Inference Classifier,” International Conference on Green and Human Information Technology, pp. 205-207, Chiang Mai, Thailand, January 2018.
· Kasemsit Teeyapan, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Twin Support Vector based Classifier using Hyperellipsoids,” International Conference on Green and Human Information Technology, pp. 223-225, Chiang Mai, Thailand, January 2018.
· Kasemsit Teeyapan, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Twin Hyperellipsoidal Support Vector Classifier with Instance Reduction,” International Conference on Information, System and Convergence Applications, 3 pages, Bangkok, Thailand, January 2018.
· Panudech Jinthanasatian, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Microarray Data Classification Using Neuro-Fuzzy Classifier with Firefly Algorithm,” Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, pp. 1-6, Hawaii, USA, December 2017.
· Pornwitcha Somsap, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Imaginary Hand Movement Classification Using Electroencephalography,” Proceedings of the 2017 IEEE International Conference on Control System, Computing and Engineering, pp. 263-268, Penang, Malaysia, November 2017.
· Panason Manorost, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Fetal Electrocardiogram Extraction by Independent Component Analysis,” Proceedings of the 2017 IEEE International Conference on Control System, Computing and Engineering, pp. 220-225, Penang, Malaysia, November 2017.
· Chukit Ruanpeng, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Human and Dog Movement Recognition Using Fuzzy Inference System with Automatically Generated Membership Functions,” Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 5 pg., Naples, Italy, August 2017.
· Pakpoom Prommool, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Automatic Vision-based Vehicle Counting System,” Proceedings of the 2016 IEEE International Conference on Control System, Computing and Engineering, pp. 485-489, Penang, Malaysia, November 2016.
· Akkawat Puntura, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Optimizing Support Vector Machine Parameters Using Cuckoo Search Algorithm via Cross Validation,” Proceedings of the 2016 IEEE International Conference on Control System, Computing and Engineering, pp. 102-107, Penang, Malaysia, November 2016.
· Luis Frazao, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Diagnosis of Diabetic Retinopathy Using Face-Recognition Techniques,” Proceedings of the Conference on Rehabilitation Engineering and Assistive Technology Society of Korea, pp. 48-51, Goyang-si, Korea, November 2016.
· Suwannee Phitakwinai, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Multilayer Perceptron with Cuckoo Search in Water Level Prediction for Flood Forecasting,” Proceedings of the 2016 IEEE International Joint Conference on Neural Networks, IEEE World Congress on Computational Intelligence, pp. 519-524, Vancouver, Canada, July 2016.
· Mahamah Sebakor, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Determining Caching Locations in Information Centric Network Using Simple Search Algorithm,” International Conference on Information, System and Convergence Applications, pp. 5-9, Chiang Mai, Thailand, July 2016.
· Chanon Chaisanit, Nipon Theera-Umpon, Tanawat Vaseenon, and Sansanee Auephanwiriyakul, “Ankle Inversion/Eversion Angle Extraction Using Kinect,” International Conference on Information, System and Convergence Applications, pp. 35-38, Chiang Mai, Thailand, July 2016.
· Thanakorn Kaewplik, Praphatsorn Ngamtanakrit, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Iris Recognition Using Fuzzy K-Nearest Neighbor,” International Conference on Information, System and Convergence Applications, pp. 42-44, Chiang Mai, Thailand, July 2016.
· Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Blood Cell Shape Representation Using Morphological Granulometries,” Proceedings of the International Workshop on Smart Grid Technology and Data Processing, 4 pg., Suzhou, China, March 2016.
· Payungsak Kasemsumran, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Face Recognition Using String Grammar Fuzzy K-Nearest Neighbor,” Proceedings of the 2016 IEEE International Conference on Knowledge and Smart Technology, pp. 55-59, Chiang Mai, Thailand, February 2016.
· Kasemsit Teeyapan, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Application of Support Vector based Methods for Cervical Cancer Cell Classification,” IEEE International Conference on Control System, Computing and Engineering, pp. 514-519, Penang, Malaysia, November 2015.
· Kittichai Wantanajittikul, Nipon Theera-Umpon, Suwit Saekho, Sansanee Auephanwiriyakul, Arintaya Phrommintikul, Monruedee Tapanya, and Busakol Ngammuang, “Fully Automatic Cardiac T2* Relaxation Time Estimation Using Marker-controlled Watershed,” IEEE International Conference on Control System, Computing and Engineering, pp. 377-382, Penang, Malaysia, November 2015.
· Atcharin Klomsae, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “A Novel String Grammar Fuzzy C-Medians,” Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 5 pg., Istanbul, Turkey, August 2015.
· Pichamon Srisen, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Samatchai Chamnongkich, “Kinect Joints Correction Using Optical Flow for Weightlifting Videos,” International Conference on Computational Intelligence, Modelling and Simulation, pp. 26-31, Kuantan, Malaysia, August 2015.
· Chisanai Sardsud, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Theera Tongsong, “Patch-based Fetal Heart Chamber Segmentation in Ultrasound Sequences Using Possibilistic Clustering,” International Conference on Computational Intelligence, Modelling and Simulation, pp. 32-37, Kuantan, Malaysia, August 2015.
· Usanee Apijuntarangoon, Nipon Theera-Umpon, Chatchai Tayapiwattana, and Sansanee Auephanwiriyakul, “Automatic White Blood Cell Detection in Low Resolution Bright Field Microscopic Images,” International Conference on Information, System and Convergence Applications, pp. 67-70, Kuala Lumpur, Malaysia, June 2015. [Best Paper Award]
· Methee Thepmongkhon, Kittichai Wantanajittikul, Sansanee Auephanwiriyakul, Direk Patikulsila, and Nipon Theera-Umpon, “Hard Exudates and Cotton Wool Spots Localization in Digital Fundus Images Using Multi-prototype Classifier,” International Conference on Information, System and Convergence Applications, pp. 17-20, Kuala Lumpur, Malaysia, June 2015.
· Chayanin Chomchuen, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Sirida Youngchim, “Automatic Mycelium Growth Rate Screening of Malassezia species in Bright Field Microscopic Images,”Proceedings of the 2015 International Conference on Information and Convergence Technology for Smart Society, pp. 22-25, Bangkok, Thailand, January 2015.
· Watcharapong Chuesa-ard, Nipon Theera-Umpon, Samatchai Chamnongkich, and Sansanee Auephanwiriyakul, “Three-Dimensional Knee Angle Estimation During Stance Phase of Gait Using Kinect,”Proceedings of the 2015 International Conference on Information and Convergence Technology for Smart Society, pp. 34-36, Bangkok, Thailand, January 2015.
· Payungsak Kasemsumran, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Face Recognition Using String Grammar Nearest Neighbor Technique,” Proceedings of the 2014 International Conference on Computer Engineering, 9 pg., Shenzhen, China, November, 2014.
· Orawan Netprasat, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Architectural Distortion Detection from Mammograms Using Support Vector Machine,” Proceedings of the 2014 IEEE International Joint Conference on Neural Networks, IEEE World Congress on Computational Intelligence, pp. 3258-3264, Beijing, China, July 2014.
· Suwannee Phitakwinai, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Fuzzy Perceptron with Pocket Algorithm in Postoperative Data Set,” Proceedings of the 2014 IEEE International Conference on Fuzzy Systems, IEEE World Congress on Computational Intelligence, pp. 818-824, Beijing, China, July 2014.
· Anusorn Yodjaiphet, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul , “Electrocardiogram Instance Reduction Using Input-Output Clustering Method,” International Conference on Information, System and Convergence Applications, pp. 98-100, Manila, Philippines, July 2014.
· Yuttana Munklang, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Preliminary Investigation of Mammogram Image Classification using Fuzzy Co-occurrence Matrix,” International Conference on Information, System and Convergence Applications, pp. 91-94, Manila, Philippines, July 2014.
· Wirot Ponglangka, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul , “Eye-Gaze Distance Estimation Using Eigenvalues of Iris Region,” International Conference on Information, System and Convergence Applications, pp. 95-97, Manila, Philippines, July 2014. [Best Paper Award]
· Uklid Yeesarapat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Chatpat Kongpun, “Dental Fluorosis Classification Using Multi-prototypes from Fuzzy C-Means Clustering,” Proceedings of the 2014 IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology, 5 pg., Honolulu, Hawaii, May 2014.
· Sarunrut Saipunya, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Cross-Substation Short-Term Load Forecasting Based on Types of Customer Usage Characteristics,” Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering, 5 pg., Chiang Rai, Thailand, March 2014.
· Nipon Theera-Umpon and Sansanee Auephanwiriyakul, “Applying Fuzzy Clustering to Image Segmentation,” Proceedings of the 2013 International Conference on the Frontiers of Information Technology, Application and Tools, 4 pg., Cheongju, Korea, September 2013.
· Ritipong Wongkhuenkaew, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Multi-prototype Fuzzy Clustering with Fuzzy K-Nearest Neighbor for Off-line Human Action Recognition,” Proceedings of the 2013 IEEE International Conference on Fuzzy Systems, 7 pg., Hyderabad, India, July 2013.
· Yuphawadee Nathasitsophon, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Fall Detection Algorithm Using Linear Prediction Model,”Proceedings of the 2013 IEEE International Conference on Industrial Electronics, 6 pg., Taipei, Taiwan, May 2013.
· Anusorn Yodjaiphet, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Electrocardiogram Reconstruction Using Support Vector Regression,” Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 5 pg., Ho Chi Minh City, Vietnam, December 2012.
· Chaturaphat Tanchi, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Fully Automatic Brain Segmentation for Alzheimer’s Disease Detection from Magnetic Resonance Images,” Proceedings of theInternational Conference on Soft Computing and Intelligent Systems / International Symposium on Advanced Intelligent Systems, pp. 1393-1396, Kobe, Japan, November 2012.
· Phonkrit Chanda, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Thai Sign Language Translation System Using Upright Speed-Up Robust Feature and Fuzzy C-Means,” Proceedings of the 2012 IEEE International Conference on Fuzzy Systems, IEEE World Congress on Computational Intelligence, 6 pg., Brisbane, Australia, June 2012.
· Boonyarit Samakrob, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Extracting Route Information from Hand-Drawn Map Using Fuzzy Vector Analysis,” Proceedings of the 2012 IEEE International Conference on Fuzzy Systems, IEEE World Congress on Computational Intelligence, 7 pg., Brisbane, Australia, June 2012.
· Phonkrit Chanda, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Thai Sign Language Translation System Using Upright Speed-Up Robust Feature and Dynamic Time Warping,” Proceedings of the 2012 International Conference on Computer Science and Automation Engineering, pp. 70-74, Zhangjiajie, China, May 2012.
· Nattapong Swangmuang , Kasemsak Uthaichana, Nipon Theera-Umpon, and Hideyuki Sawada, “Classification Models of Nondestructive Acoustic Response for Predicting Translucent Mangosteens,” Proceedings of the 2012 ECTI International Conference (ECTI-CON 2012), 4 pg., Hua Hin, Thailand, May 2012.
· Kasemsak Uthaichana, Nattapong Swangmuang , Nipon Theera-Umpon, and Hideyuki Sawada “Application of Linear Classification based on Acoustic Frequency Response for Detecting Translucent Mangosteens,”Proceedings of the International Conference of the Thai Society of Agricultural Engineering, pp. 996-1004, Chiang Mai, Thailand, 2012.
· Wirot Ponglungka, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Eye-gaze Distance Estimation Based on Gray-level Intensity of Image Patch,” Proceedings of the IEEE International Symposium on Intelligent Signal Processing and Communication Systems, 5 pg., Chiang Mai, Thailand, December 2011.
· Ukrit Marung, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Visual Clustering Method Using Genetic Algorithm and Image Manipulation,” Proceedings of the IEEE International Symposium on Intelligent Signal Processing and Communication Systems, 5 pg., Chiang Mai, Thailand, December 2011.
· Nipon Theera-Umpon, Thadsanan Chantorn, Sansanee Auephanwiriyakul and Anusorn Yodjaiphet, “Coil Defect Inspection in Pivot Arm Assembly,” Proceedings of the International Data Storage Technology Conference (DST-CON2011), pp. 5–8, Bangkok, Thailand, November 2011.[Best Paper Award]
· Kittichai Wantanajittikul, Nipon Theera-Umpon, Sansanee Auephanwiriyakul and T. Koanantakool, “Automatic Segmentation and Degree Identification in Burn Color Images,” Proceedings of the 2011 Biomedical Engineering International Conference, pp. 169–173, Chiang Mai, Thailand, November 2011.
· Hathaichanok Thavichai, Nattapong Swangmuang, Kasemsak Uthaichana,Nipon Theera-Umpon, H. Sawada and T. Pankasemsuk, “Acoustic Technology for Non-destructive Evaluation to Increase Export Value of Mangosteens,” Proceedings of the South East Asian Association for Institutional Research 2011 Conference, pp. 75-79, Chiang Mai, Thailand, November 2011.
· Sittichok Junratanasiri, Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Navigation System of Mobile Robot in an Uncertain Environment Using Type-2 Fuzzy Modelling,” Proceedings of the 2011 IEEE International Conference on Fuzzy Systems, pp. 1171–1178, Taipei, Taiwan, June 2011.
· Jittichat Tilawat, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Automatic Detection of Electricity Pylons in Aerial Video Sequences,”Proceedings of the 2010 International Conference on Electronics and Information Engineering (ICEIE 2010), pp. V1-342–V1-346, Kyoto, Japan, August 2010.
· Suraphon Chumklin, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Microcalcification Detection in Mammograms Using Interval Type-2 Fuzzy logic System with Automatic Membership Function Generation,”Proceedings of the 2010 IEEE International Conference on Fuzzy Systems,IEEE World Congress on Computational Intelligence (WCCI 2010), 7 pg., Barcelona, Spain, July 2010.
· Sirinnared Winaipanich, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “3D Missing Point Estimation using Fuzzy Support Vector Regression,” Proceedings of the 2010 ECTI International Conference (ECTI-CON 2010), pp. 708–712, Chiang Mai, Thailand, May 2010.
· Narissara Eiamkanitchat, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “A Novel Neuro-Fuzzy Method for Linguistic Feature Selection and Rule-Based Classification,” Proceedings of the International Conference on Computer and Automation Engineering (ICCAE 2010), pp. 247–252, Singapore, February 2010.
· Wattanapong Suttapak, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Incorporating SIFT with Hard C-Means Algorithm,” Proceedings of the International Conference on Computer and Automation Engineering (ICCAE 2010), pp. 437–441, Singapore, February 2010.
· Thanatip Chankong, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Cervical Cell Classification Using Segmented-Nucleus Features,” Proceedings of the IEEE International Symposium on Biomedical Engineering (IEEE-ISBME), 4 pg., Bangkok, Thailand, December 2009.
· Kittichai Wantanajittikul, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Automatic Lip-Reading Using Hidden Markov Models,”Proceedings of the IEEE International Symposium on Biomedical Engineering (IEEE-ISBME), 4 pg., Bangkok, Thailand, December 2009.
· Suraphon Chumklin, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Microcalcification Detection in Mammograms Using Fuzzy Inference System with Automatic Membership Function Generation,”Proceedings of the IEEE International Symposium on Biomedical Engineering (IEEE-ISBME), 4 pg., Bangkok, Thailand, December 2009.
· Sanong Amaroek and Nipon Theera-Umpon, “Relationship between Electrical Capacitance and Moisture Content of Dried Longan Aril,”International Conference on Innovations in Agricultural, Food and Renewable Energy Productions for Mankind, pp. 47–50, Nakhon Ratchasima, Thailand, April 2009.
· Sopon Wiriyarattanakul, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Runoff Forecasting Using Fuzzy Support Vector Regression,”Proceedings of the IEEE International Symposium on Intelligent Signal Processing and Communication Systems, pp. 429–432, Bangkok, Thailand, February 2009.
· Naret Suyaroj, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “A Comparison of NN-Based and SVR-Based Power Prediction for Mobile DS/CDMA Systems,” Proceedings of the IEEE International Symposium on Intelligent Signal Processing and Communication Systems, pp. 98–101, Bangkok, Thailand, February 2009.
· Mahamah Sebakor, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Centralized Control System in Interdomain Routing Environments,” Proceedings of the IEEE International Symposium on Intelligent Signal Processing and Communication Systems, pp. 397–400, Bangkok, Thailand, February 2009.
· Piroon Kaewfoongrungsie, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “ECG Holter Recorder via Mobile Phone,” Proceedings of the International Symposium on Biomedical Engineering (ISBME), pp. 180–183, Bangkok, Thailand, November 2008.
· Krit Somkantha, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Left Ventricular Segmentation of Cardiac Magnetic Resonance Images Using a Novel Edge Following Technique,” Proceedings of the IEEE International Conference on Cybernetics and Intelligent Systems (CIS 2008), pp. 169–174, Chengdu, China, September 2008.
· Nipon Theera-Umpon, Panyaphon Piphatkhunarnon and Sansanee Auephanwiriyakul, “Data Reconstruction for Missing Electrocardiogram Using Linear Predictive Coding,” Proceedings of the IEEE International Conference on Mechatronics and Automation (ICMA 2008), pp. 638–643, Takamatsu, Japan, August 2008.
· Ekkalak Sumonphan, Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Chatchai Tayapiwatana, “Interpretation of Nevirapine Concentration from Immunochromatographic Strip Test Using Support Vector Regression,” Proceedings of the IEEE International Conference on Mechatronics and Automation (ICMA 2008), pp. 633–637, Takamatsu, Japan, August 2008.
· Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Sitawit Suteepohnwiroj, Jonglak Pahasha and Kittichai Wantanajittikul “River Basin Flood Prediction Using Support Vector Machines,” Proceedings of the 2008 IEEE Joint International Conference on Neural Networks, IEEE World Congress on Computational Intelligence (WCCI 2008), pp. 3039–3043, Hong Kong, June 2008.
· Navadon Khunlertgit, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Hit-or-Miss Transformation Implementation on Graphics Processing Unit,” Proceedings of the International Data Storage Technology Conference (DST-CON2008), Bangkok, Thailand, April 2008. (Published in KKU Research Journal)
· Thadsanan Chantorn, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Bracket Move Inspection Using Canny Edge Detection,”Proceedings of the International Data Storage Technology Conference (DST-CON2008), Bangkok, Thailand, April 2008. (Published in KKU Research Journal)
· Patison Palee, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “An Automated Panorama Image Construction for Dimension Inspection,”Proceedings of the International Data Storage Technology Conference (DST-CON2008), Bangkok, Thailand, April 2008. (Published in KKU Research Journal)
· Orathai Suttijak, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Swage Hole Diameter Inspection using Hough Transform,” Proceedings of the International Data Storage Technology Conference (DST-CON2008), Bangkok, Thailand, April 2008. (Published in KKU Research Journal)
· Naret Suyaroj, Nipon Theera-Umpon, and Sansanee Auephanwiriyakul, “Power Prediction in Reverse Link for Mobile DS/CDMA Systems Using Support Vector Regression,” Proceedings of the ECTI International Conference (ECTI-CON 2008), pp. 569–572, Krabi, Thailand, May 2008.
· Jonglak Pahasa and Nipon Theera-Umpon, “Cross-Substation Short Term Load Forecasting Using Support Vector Machine,” Proceedings of the ECTI International Conference (ECTI-CON 2008), pp. 953–956, Krabi, Thailand, May 2008.
· Jonglak Pahasa and Nipon Theera-Umpon, “Short-Term Load Forecasting Using Wavelet Transform and Support Vector Machines,”Proceedings of the International Power Engineering Conference (IPEC 2007), pp. 47–52, Singapore, December 2007.
· Nipon Theera-Umpon, Suppakarn Chansareewittaya, and Sansanee Auephanwiriyakul, “Thai Phoneme Soft Segmentation and Recognition Using Hidden Markov Models,” Proceedings of the 33rd Annual Conference of the IEEE Industrial Electronics Society (IEEE-IECON), pp.251–255, Taipei, Taiwan, November 2007.
· Peerachet Porkaew, Sansanee Auephanwiriyakul, Supakorn Siddhichai, and Nipon Theera-Umpon, “Cardiomegaly Detection in Fetus using Ultrasound Image,” Proceedings of the 2007 WACBE World Congress on Bioengineering, pp. 1–4, Bangkok, Thailand, July 2007.
· Sutasinee Thovutikul, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, “Microcalcification Detection in Mammograms Using Interval Type-2 Fuzzy Logic System,” Proceedings of the 2007 IEEE International Conference on Fuzzy Systems, pp.1427–1431, London, U.K., July 2007.
· Chawanakorn Mantala and Nipon Theera-Umpon, “X-Ray Computed Tomography for Metals Using Fourier Reconstruction,” Proceedings of the 32nd Annual Conference of the IEEE Industrial Electronics Society (IEEE-IECON), pp.5463–5467, Paris, France, November 2006.
· Noprawee Pipatanamongkol, Peerachet Porkaew, Thanakorn Boonsai, Katanyoo Krauepan, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, ” Water Level Prediction using Back Propagation Neural Network and Support Vector Machine,” Proceedings of the 13th Tri-University International Joint Seminar and Symposium, pp.169–173, Mie, Japan, October 2006.
· Thanakorn Boonsai, Katanyoo Krauepan, Peerachet Porkaew, Noprawee Pipatanamongkol, Sansanee Auephanwiriyakul, and Nipon Theera-Umpon, ” Online Flood Warning System,” Proceedings of the 13th Tri-University International Joint Seminar and Symposium, pp.334–338, Mie, Japan, October 2006.
· Nipon Theera-Umpon, “Unexploded Ordnance Detection Using Region of Interest in Range Domain of Ground Penetrating Radar,” Proceedings of the 2005 International Conference on Intelligent Technologies, pp.357–361, Phuket, Thailand, December 2005.
· Nipon Theera-Umpon, “White Blood Cell Segmentation and Classification in Microscopic Bone Marrow Images,” Proceedings of the International Conference on Fuzzy Systems and Knowledge Discovery, Changsha, Hunan, China, August 2005.
· Sansanee Auephanwiriyakul, Siripen Attrapadung, Sutasinee Thovutikul and Nipon Theera-Umpon, “Breast Abnormality Detection in Mammograms Using Fuzzy Inference System,” Proceedings of the 2005 IEEE International Conference on Fuzzy Systems, pp. 155-160, Reno, Nevada, U.S.A., May 2005.
· Nipon Theera-Umpon, “Ionogram Enhancement Using Size-Contrast Filtering,” Proceedings of 2004 International Symposium on Earth’s Atmosphere, Chiang Mai, Thailand, December 2004.
· Nipon Theera-Umpon and Sansanee Auephanwiriyakul, “Unexploded Ordnance Detection by Measuring Object Symmetry via Linear Prediction,”Proceedings of IEEE Region 10 Technical Conference (IEEE-TENCON), pp. 195–198, Chiang Mai, Thailand, November 2004.
· Udomsak Boonprasert and Nipon Theera-Umpon, “Development of an Ocean Model for Search and Rescue using Support Vector Regression for Black-Box System Identification,” Proceedings of the 4th International Conference on Intelligent Technologies, pp. 66–72, Chiang Mai, Thailand, December 2003.
· Sansanee Auephanwiriyakul and Nipon Theera-Umpon, “Comparison of Linguistic and Regular Hard C-Means in Postoperative Patient Data,”Proceedings of the 4th International Conference on Intelligent Technologies, pp. 365–370, Chiang Mai, Thailand, December 2003.
· Sitthiporn Sakburanaphet and Nipon Theera-Umpon, “Blind Processing in Thai Phoneme Decomposition and Classification,” Proceedings of the 10th Tri-University International Joint Seminar and Symposium, Mie, Japan, October 2003.
· Udomsak Boonprasert, Nipon Theera-Umpon, and Chewasak Rakpenthai, “Support Vector Regression Based Adaptive Power System Stabilizer,” Proceedings of the 2003 IEEE International Symposium on Circuits and Systems, pp. III-371–III-374, Bangkok, Thailand, May 2003.
· Nipon Theera-Umpon, “Fractal Dimension Estimation using Modified Differential Box-Counting and Its Application to MSTAR Target Classification”, Proceedings of the 2002 IEEE International Conference on Systems, Man, and Cybernetics, pp. 537–541, Hammamet, Tunisia, October 2002.
· Songyot Ratsameewichai, Nipon Theera-Umpon, Jirasuk Vilasdechanon, Sermsak Uatrongjit, and Kiti Likit-Anurucks, “Thai Phoneme Segmentation using Dual-Band Energy Contour,” Proceedings of the 2002 International Technical Conference on Circuits/Systems Computers and Communications, pp. 110–112, Phuket, Thailand, July 2002.
· Nipon Theera-Umpon, Paul D. Gader, and Dominic K. Ho, “Region-Based Time-Domain Processing of Hand-Held GPR”, Proceedings of UXO Countermine Forum, New Orleans, Louisiana, U.S.A., April 2001.
· R. Joe Stanley, Nipon Theera-Umpon, Paul D. Gader, Satish Homanchi, and Dominic K. Ho, “Detecting Landmines using Weighted Density Distribution Function Features”, Proceedings of the SPIE Conference on Signal Processing, Sensor Fusion, and Target Recognition X, Vol. 4380, pp. 135–141, Orlando, Florida, U.S.A., April 2001.
· Nipon Theera-Umpon and Paul D. Gader, “Training Neural Networks to Count White Blood Cells via a Minimum Counting Error Objective Function”,Proceedings of the 15th International Conference on Pattern Recognition, pp. 299–302, Barcelona, Spain, September 2000.
· Nipon Theera-Umpon and Paul D. Gader, “White Blood Cell Counting in Bone Marrow Images Via Classification-Free Granulometric Methods”,Proceedings of the SPIE Conference on Nonlinear Image Processing X, Vol. 3646, pp. 260–269, San Jose, California, U.S.A., January 1999.
· Nipon Theera-Umpon, Mohamed A. Khabou, Paul D. Gader, James M. Keller, H. Shi and H. Li, “Detection and Classification of MSTAR Objects Via Morphological Shared-Weight Neural Networks”, Proceedings of the SPIE Conference on Algorithms for SAR Imagery V, Vol. 3370, pp. 530–540, Orlando, Florida, U.S.A., April 1998.
National Conferences (in English)
· Krit Somkantha and Nipon Theera-Umpon, “A Novel Edge Following Technique for Ill-Defined Edge Detection and Its Application to Prostate Ultrasound Images,” Proceedings of the 30th Electrical Engineering Conference, pp. 785-788, Kanchanaburi, Thailand, October 2007.
· Nipon Theera-Umpon, “Fuzzy Clustering Patch-Based Automatic Nucleus Segmentation of Bone Marrow White Blood Cells,” Proceedings of the 27th Electrical Engineering Conference, pp.125–128, Khon Kaen, Thailand, November 2004. [Best Paper Award]
· Sansanee Auephanwiriyakul, Siripen Attrapadung, Sutasinee Thovutikul, and Nipon Theera-Umpon, “Calcification Detection in Mammograms using Fuzzy Inference System,” Proceedings of the 27th Electrical Engineering Conference, pp.165–168, Khon Kaen, Thailand, November 2004.
· Nipon Theera-Umpon, “Time-Domain Analysis in Unexploded Ordnance Detection using Ground Penetrating Radar,” Proceedings of the 26th Electrical Engineering Conference, pp. 1075–1080, Cha-am, Thailand, November 2003.
· Nipon Theera-Umpon, “Automatic White Blood Cell Classification in Bone Marrow Images using Morphological Features,” Proceedings of the 25th Electrical Engineering Conference, pp. DS108–112, Prince of Songkla University, Thailand, November 2002.
· Udomsak Boonprasert, Chewasak Rakpenthai, and Nipon Theera-Umpon, “A Comparison of Support Vector Machines and Backpropagation Neural Networks in Adaptive Power System Stabilizer,” Proceedings of the 25th Electrical Engineering Conference, pp. PW278–282, Prince of Songkla University, Thailand, November 2002.
National Conferences (in Thai)
· Kasin Prakobwaitayakit, Boonterd Boonsuwan, Nipon Theera-Umpon, Jirasuk Vilasdechanon, Kiti Likit-Anurucks, “Power Failure Automatic Shutdown System for UNIX”, Proceedings of the 17th Electrical Engineering Conference, King Mongkut’s Institute of Technology Northern Bangkok, Thailand, Nov. 1994. (in Thai)
· Nipon Theera-Umpon, Thanakorn Tongbai, Kasin Prakobwaitayakit, Jirasuk Vilasdechanon, Kiti Likit-Anurucks, “Time Recorder for Small Company”, Proceedings of the 17th Electrical Engineering Conference, King Mongkut’s Institute of Technology Northern Bangkok, Thailand, Nov. 1994. (in Thai)
· Jirasuk Vilasdechanon, Noppadol Saenmaneechai, Nipon Theera-Umpon, Kasin Prakobwaitayakit, Kiti Likit-Anurucks, “Remote Emergency Alarm System”, Proceedings of the 17th Electrical Engineering Conference, King Mongkut’s Institute of Technology Northern Bangkok, Thailand, Nov. 1994. (in Thai)
Presentations (Without full-paper)
· Dumnoensun Pruksakorn, Sakkadech Limmahakhun, Taninnit Leerapun, Kassisin Klunklin, Peraphan Pothachareon, Nipon Theera-Umpon, Olarn Arpornchayanon, “The Serum Biomarker Analysis of Human Osteosarcoma,” The 16th International Symposium on Limb Salvage, Beijing, China, September 2011.
· Sakkadech Limmahakhun, Peraphan Pothacharoen, Olarn Arpornchayanon, Taninnit Leerapun, Dumnoensun Pruksakorn, Sirichai Luevitoonvechkij, Nipon Theera-Umpon, “Comparison of multiple biochemical markers in high-grade osteosarcoma,” Combined Meeting of the Orthopaedic Research Societies, Kyoto, Japan, October 2010.
Invited Papers (Non-refereed)
· Sirirat Panuthai, Chiraporn Tachaudomdach and Chomphoonut Srirat, and Nipon Theera-Umpon, “Development of “Kratib Kao” for Controlling Rice Consumption for Older Persons with Diabetes,” CMU-KU 7th Joint Int’l Symposium, pp. 107-110, Chiang Mai, Thailand, 2018.
· Nattapong Swangmuang, Kasemsak Uthaichana, Hideyuki Sawada, and Nipon Theera-Umpon, “Development of Translucent Mangosteen Classification by Acoustic-based Sensing”, CMU-KU 4th Joint Int’l Symposium, p. 39, Takamatsu, Japan, 2012.
· Mitsuki Kitani, Nattapong Swangmuang, Kasemsak Uthaichana, Nipon Theera-Umpon, and Hideyuki Sawada, “Towards the Non-destructive Inspection of Translucent Mangosteens: First Trial by Employing Acoustic Signal Response and SOM Classification”, CMU-KU 4th Joint Int’l Symposium, p. 40, Takamatsu, Japan, 2012.
· Nattapong Swangmuang , Kasemsak Uthaichana, Hideyuki Sawada, andNipon Theera-Umpon, “Acoustic-Based Signal Transmission for Mangosteen Internal Quality Measures,” CMU-KU 3rd Joint Int’l Symposium, Chiang Mai, Thailand, 2010.
· Nipon Theera-Umpon, “Computational Intelligence in Humanitarian Demining: Make the World a Safer Place,” Tri-University International Joint Seminar and Symposium, pp.1–8, Mie, Japan, October 2006.
· Nipon Theera-Umpon, “Computational Intelligence in Differential White Blood Cell Counting,” National Computer Science and Engineering Conference (NCSEC), pp.1023–1029, Bangkok, October 2005.
Research Reports
· Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Palatip Jopanya, and Kittichai Wantanajittikul, Herb Classification from Leave Images on Android System, 2014.
· Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Sarunrut Saipunya, Short-Term Load Forecasting Using Support Vector Machine on Internet and Mobile Phone Networks, 2014.
· Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Chatpat Kongpan, Yuttana Moonklang, and Phonkrit Chanda, Design and Development of Software for Dental Fluorosis Diagnosis using Digital Imaging, 2012.
· Sansanee Auephanwiriyakul, Nipon Theera-Umpon, Chatpat Kongpan, Suchart Kotan, Artit Puangmali, and Kemapop Boonploy, Development of Assessment Software for Elderlies’ Skeleton Abnormalities Using Digital Imaging Technology, 2012.
· Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Anusorn Yodjaiphet, Development of Automatic Defect Inspection System in Pivot Arm and Coil Assembly Process, 2011.
· Nattapong Swangmuang , Kasemsak Uthaichana, Nipon Theera-Umpon, and Hideyuki Sawada, Development of Acoustic Based Method for Complimenting Other Non-destructive Internal Inspection of Mangosteens, 2011.
· Sansanee Auephanwiriyakul and Nipon Theera-Umpon, Thai Sign Language Translation System in the Communication with the Deaf, 2009.
· Nipon Theera-Umpon, Navadon Khunlertgit, and Thadsanan Chantorn,Automatic Defect Inspection System in Pivot Arm and Coil Assembly Process, 2008.
· Nipon Theera-Umpon, Thai Phoneme Segmentation and Recognition, 2007.
· Sansanee Auephanwiriyakul, Supawadee Maneeyos and Nipon Theera-Umpon, Automatic HIV/AIDS Prescription System, 2007.
· Sansanee Auephanwiriyakul, Nipon Theera-Umpon, and Sutasinee Thovutikul, Development of Breast Abnormality Detection System, September 2007.
· Nipon Theera-Umpon, Sansanee Auephanwiriyakul, and Anusorn Yodjaipet, Personal Computer-Based Electrocardiograph via USB Port, September 2007.
· Nipon Theera-Umpon, Development of a Program for Unexploded Ordnance Detection using Time Domain Analysis, September 2005.
· Nipon Theera-Umpon and Sompong Dhompongsa, Automatic Bone Marrow White Blood Cell Segmentation and Classification in Single-Cell Images, June 2005.
· Nipon Theera-Umpon, Automatic Classification of White Blood Cells in Bone Marrow Images, April 2003.
RESEARCH INTERESTS
Pattern Recognition, Digital Image Processing, Neural Networks, Fuzzy Systems, Digital Signal Processing, Artificial Intelligence, Medical Imaging, Machine Learning, Big Data Analysis, Data Mining
RESEARCH GRANTS
· “Use Case for 5G Network: Remote Ultrasound,” Advanced Info Service PCL, 2021- (In Progress)
· “CMU Smart Weight Balance Device,” National Research Council of Thailand, 2021- (In Progress)
· “Creation of Wireless Basic Vital Sign Monitoring Device (CMUgency) and GPS Tracking Device (CM-GPS),” National Research Council of Thailand, 2021- (In Progress)
· “Design and Build of COVID-19 Biophotonic-based Rapid Detection System Prototype,” The Office of National Higher Education Science Research and Innovation Policy Council, 2020- (In Progress)
· “Production of Porcine Meat from Myosatellite Cells for Consumption: CMU Qlean Pork,” The Office of National Higher Education Science Research and Innovation Policy Council, 2020- (In Progress)
· “Pilot Project for Design-Build Silicon Photonic Devices Based on Resonating Ring Structure for Biological Analyte Detection,” The Office of National Higher Education Science Research and Innovation Policy Council, 2020- (In Progress)
· “Basic Vital Signs Measurement Device with GPS Tracking and Wireless Communication for Emergency Medical Service Vehicles,” National Research Council of Thailand, 2019-2020 (Completed)
· “Vision-based Closed-loop Control for Robot Navigation,” Defence Technology Institute, 2016-2020 (Completed)
· “Machine Learning System Prototype for Digital Power Plant,” Electricity Generating Authority of Thailand, 2018-2019 (Completed)
· “Intelligent Target Detection Using Low-cost Ground Penetrating Radar (GPR) System,” Defence Technology Institute, 2018-2019 (Completed)
· “Image-Based Out-Of-Area Alert System for Elderly,” Council of University Presidents of Thailand, 2018-2019 (Completed)
· “Development of Sound Source Localization and Speech Detection for Dinsow Mini Robot,” Thailand Research Fund, 2018-2019 (Completed)
· “Smart Kratib: Food Container for Carbohydrate Consumption Control,” Council of University Presidents of Thailand, 2017-2018 (Completed)
· “License Plate Recognition System,” Tara Isuzu Co. Ltd., 2017 (Completed)
· “Vision-based Closed-loop Control for Robot Navigation,” Defence Technology Institute, 2016- (In Progress)
· “Intelligent Target Detection Using Ground Penetrating Radar (GPR),” Defence Technology Institute, 2016-2017 (Completed)
· “Indoor Fall Detector System Using Kinect,” Thailand Toray Science Foundation, 2015-2016. (Completed)
· “Improvement of Training Process in Pattern Recognition Using Clustering Method,” Chiang Mai University Research Fund, 2014-2015. (Completed)
· “Herb Classification from Leave Images on Android System,” True Corporation Public Company Limited, 2013-2014. (Completed)
· “Short-Term Load Forecasting Using Support Vector Machine on Internet and Mobile Phone Networks,” True Corporation Public Company Limited, 2013-2014. (Completed)
· “Design and Development of Software for Dental Fluorosis Diagnosis using Digital Imaging,” Intercountry Centre for Oral Health, 2011 – 2012. (Completed)
· “Development of Assessment Software for Elderlies’ Skeleton Abnormalities Using Digital Imaging Technology,” Intercountry Centre for Oral Health, 2011 – 2012. (Completed)
· “EKG Solution: Portable Electrocardiograph,” National Innovation Agency and Prodigis Co. Ltd., 2011 – 2012. (Completed)
· “Development of Automatic Defect Inspection System in Pivot Arm and Coil Assembly Process,” Industry/University Cooperative Research Center (I/UCRC) in HDD Advanced Manufacturing and Lanna Thai Electronic Components (LTEC) Ltd., 2010 – 2011. (Completed)
· “Development of Acoustic Based Method for Complimenting Other Non-destructive Internal Inspection of Mangosteens” Postharvest TechnologyInnovation Center, 2010 – 2011. (Completed)
· “Comparison of Multiple Biochemical Markers in High-Grade Osteosarcoma,” Faculty of Medicine, Chiang Mai University, 2009 – 2010. (Completed)
· “Thai Sign Language Translation System in the Communication with the Deaf,” Telecommunications Research and Industrial Development Institute (TRIDI), 2008 – 2009. (Completed)
· “Automatic Defect Inspection System in Pivot Arm and Coil Assembly Process,” National Electronics and Computer Technology Center and Lanna Thai Electronic Components (LTEC) Ltd., 2006 – 2008. (Completed)
· “Thai Phoneme Segmentation and Recognition,” Ministry of Science and Technology, 2006 – 2007. (Completed)
· “Automatic HIV/AIDS Prescription System,” Biomedical EngineeringCenter, Chiang Mai University, 2006 – 2007. (Completed)
· “Personal Computer-based Electrocardiograph via USB Port,” BiomedicalEngineering Center, Chiang Mai University, 2006 – 2007. (Completed)
· “Development of Breast Abnormality Detection System,” Royal Thai Government, 2006 – 2007. (Completed)
· “Development of Water Level Prediction and Flood Warning System,” Royal Thai Government, 2006 – 2007. (Completed)
· “Hand Sign Translator System,” Faculty of Engineering, Chiang MaiUniversity, 2005 – 2006. (Completed)
· “Development of an Algorithm and Program for Unexploded Ordnance Detection using Time Domain Analysis,” Faculty of Engineering, Chiang MaiUniversity, 2004 – 2005. (Completed)
· “Automatic Bone Marrow White Blood Cell Segmentation and Classification in Single-Cell Images,” Thailand Research Fund, 2003 – 2005. (Completed)
· “Automatic Classification of White Blood Cells in Bone Marrow Images,”Chiang Mai University, 2002 – 2003. (Completed)
RELEVANT COMPUTER EXPERIENCE
· Super User, SONY UNIX system (NeWS), the Electronic Circuits and Systems Research Laboratory, Chiang Mai University (March 1993 to December 1994)
· Supervisor, Local Area Network (LAN), the Electronic Circuits and Systems Research Laboratory, Chiang Mai University (March 1993 to December 1994)
· Webmaster, the Computational Intelligence Research Laboratory, University of Missouri-Columbia (1998 – 2001)
PROGRAMMING LANGUAGES
C (9.5), PASCAL(8), ASSEMBLY (microprocessors (9), DSP (9), and microcontrollers (9)), MATLAB (9.5), UNIX Shells and System Programming (7), JAVA (8)
Note: Numbers in parentheses indicate proficiency on a scale of 10
OPERATING SYSTEMS
UNIX (9.2), DOS (9.5), MacIntosh (5), Windows (9.5), LAN (8)
Note: Numbers in parentheses indicate proficiency on a scale of 10
RELEVANT GRADUATE COURSEWORKS
[Taken at The University of Southern California and The University of Missouri]
· Computer Networks
· Queuing Theory
· Random Processes
· Digital Signal Processing
· Optical Communications
· Communication Systems
· Communication Theory
· Advanced Digital Signal Processing Laboratory
· Error Correcting Code
· Pattern Recognition
· Digital Image Processing
· Neural Networks
· Computer Vision
· Digital Signal Processing in Telecommunications
· Fuzzy Systems
· Fractals and Chaos
· Multimedia Programming in Java
· Digital and Sample-Data System
· Advanced Digital Signal Processing
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