|
Faculty
:
School of Management Technology (MT)
Name
:
Dr. Natsuda Kaothanthong
Position
:
ASSOCIATE PROFESSOR
E-mail
:
natsuda@siit.tu.ac.th
Phone Rangsit
:
Phone Bangkadi
:
+66-2-501-3505~20
Phone Extension
:
6018
|
| 2021 | Silver Medal, Prescreening System for Plateau Iris Detection using Optical Coherence Tomography (OCT) Image, The 48th International Exhibition of Inventions Geneva, Switzerland |
| 2021 | Silver Medal, Automatic Thrombus Localization System On NCCT For AIS Stroke Patient (Middle Cerebral Artery), The 48th International Exhibition of Inventions Geneva, Switzerland https://www.facebook.com/ResearchcafeTSRI/videos/547859396658439/ |
| 2018 | Young Research Award, Thammasat University, Thailand |
| 2016 – 2017 | Basic Research Felloship, Thammasat University |
| 2015 – 2016 | Faculty of Science and Technology (Thammasat University) Fellowship |
| 2011 – 2014 | Japan Society for the Promotion of Science (JSPS) Fellowship |
| 2008 – 2010 | Monbukagakusho Scholarship, ASIST Program |
| Data Mining: | ATM fraud detection, natural language processing |
| Business Intelligence: | Reporting service in banking industry |
| Computer Vision: | Image segmentation, image retrieval, shape representation, pattern recognition, 3 dimensional object recognition |
| Computational Geometry: | Shape matching, shape approximation |
| Image Processing: | Medical Image, Brain CT, AS-OCT, UBM |
| 2016 – Present | Lecturer |
| School of Management Technology, | |
| Sirindhorn International Institute of Technology, | |
| Thammasat University, Pathum Thani, Thailand | |
| 2014 – 2016 | Lecturer |
| Department of Computer Science, | |
| Faculty of Science and Technology, | |
| Thammasat University, Pathum Thani, Thailand | |
| April, 2014 – May, 2014 | Postdoctoral |
| JST ERATO Kawarabayashi Large Graph Project | |
| Global Research Center for Big Data Mathematics | |
| National Institute of Informatics (NII), Tokyo, Japan | |
| 2011 – 2014 | Research Fellow |
| Japan Society for the Promotion of Science (JSPS) | |
| 2010 – 2014 | Teaching Assistant |
| Graduate School of Information Science, | |
| Tohoku University, Miyagi, Japan |
| November, 2015 – 2016 | Deputy Chief Department of Computer Science, Thammasat University |
| October, 2014 – 2016 | Committee Member International Affair, Faculty of Science and Technology, Thammasat University |
International Journals
[1] J. Chun, Natsuda Kaothanthong, R. Kasai, M. Korman, M. Nollenburg, and T. Tokuyama. Algorithms for computing the maximum weight region decomposable into elementary shapes. Computer Vision and Image Understanding, 116(7), pp. 803-814, 2012.
[2] C.-T. Nguyen, Natsuda Kaothanthong, T. Tokuyama, and X.-H. Phan. A featureword-topic model for image annotation and retrieval. ACM Transactions on the Web, 7(3), pp. 12:1-12:24, 2013.
[3] J. Chun, T. Horiyama, T. Ito, Natsuda Kaothanthong, H. Ono, Y. Otachi, T. Tokuyama, R. Uehara, and T. Uno. Base-object location problems for basemonotone regions. Theoretical Computer Science, 555(23), pp. 71-84, 2014.
[4] Natsuda Kaothanthong, J. Chun, T. Tokuyama. Distance Interior Ratio: a new shape signature for 2D shape retrieval. Pattern Recognition Letter, Vol. 78, No. 1, pp. 1421, 2016.
[5] Wanichwecharungruang B, Kaothanthong N, Pattanapongpaiboon W, Chantangphol P, Seresirikachorn K, Srisuwanporn C, Parivisutt N, Grzybowski A, Theeramunkong T, Ruamviboonsuk P. Deep learning for anterior segment optical coherence tomography to predict the presence of plateau iris. Trans Vis Sci Tech. 2020;10(7):2945, https://doi.org/10.1167/tvst.0.0.2945
[6] K. Suriyachay, T. Charoenporn, V. Sornlertlamvanich, Natsuda Kaothanthong. Enhancement of Character-Level Representation in Bi-LSTM model for Thai NER. Science and Technology Asia, 2021, 26(2), pp. 61–78.
National Journals
[1] K. Chou, N. Kaothanthong, C. Jeenanunta. Simple Online and Real-time Tracking with Feature Matching Enhancement for Re-Identification after Occlusion, International Scientific Journal of Engineering and Technology (ISJET), 3(2), pp. 34-41, 2019.
[2] N. Kaothanthong, S.Kongyoung, and T. Theeramunkong. Headline2Vec: A CNN-based Feature for Thai Clickbait Headlines Classification, International Scientific Journal of Engineering and Technology (ISJET), 5(1), to appear.
Refereed Conference Papers
[1] L. Chiu, Natsuda Kaothanthong, T. Theeramonkong, and C. Nattee. A corpus-based approach for thai Romanization. Proceedings of the 7th International Symposium on Natural Language Processing (SNLP2007), 2007.
[2] C.-T. Nguyen, Natsuda Kaothanthong, X. H. Phan, and T. Tokuyama, A featureword-topic model for image annotation, Proceedings of the 19th ACM Conf. on Information and Knowledge Management (CIKM2010), pp. 1481–1484, 2010.
[3] J. Chun, Natsuda Kaothanthong, Y. Ota, and T. Tokuyama, Image Retrieval System Using Distance-Based Shape Recognition, Proceedings of the 14th Korea-Japan Joint Workshop on Algorithms and Computation (WAAC2011),2011.
[4] J. Chun, Natsuda Kaothanthong, Y. Ota, and T. Tokuyama, Distance-Based Shape Invariants for Image Retrieval, Proceeding of the 4th Annual Meeting of the Asian Association for Algorithms and Computation (AAAC2011), Hsinchu, Taiwan 2011.
[5] J. Chun, Natsuda Kaothanthong, H. Takahashi, and T. Tokuyama, How to Cut a Complicated Figure by Using Scissors? Computing the Maximum Weight Region Consisting of Base monotone Regions, Proceeding of the 5th Annual Meeting of the Asian Association for Algorithms and Computation (AAAC2012), 2012.
[6] J. Chun, Natsuda Kaothanthong, H. Takahashi, and T. Tokuyama, Optimal Grid Decomposition for Maximum Weight Region Computation with Application to Image Segmentation, Computational Geometry: Young Researchers Forum (CG:YRF), 2012.
[7] J. Chun, Natsuda Kaothanthong, and T. Tokuyama, Shape description using classified distances, Proceeding of the 6th Annual Meeting of the Asian Association for Algorithms and Computation (AAAC2013), 2013.
[8] J. Chun, Natsuda Kaothanthong, and T. Tokuyama, Correspondence finder using classified distance distribution for efficient shape retrieval, Proceedings of the 16th Korea-Japan Joint Workshop on Algorithms and Computation (WAAC2013), 2013.
[9] J. Chun, T. Horiyama, T. Ito, Natsuda Kaothanthong, H. Ono, Y. Otachi, T. Tokuyama, R. Uehara and T. Uno. Base location problems for base-monotone regions, WALCOM: Algorithms and Computation, Lecture Notes in Computer Science, volume 7748, pp. 53-64, 2013.
[10] J. Chun, Natsuda Kaothanthong, and T. Tokuyama, Classified-distance based shape descriptor for application to image retrieval. Computer Analysis of Images and Patterns (CAIP2013), Lecture Notes in Computer Science, 8048, pp. 1-8. 2013.
[11] J. Chun, Natsuda Kaothanthong and T. Tokuyama, Shape Retrieval using Local Distance Interior Ratio Shape Descriptor, Proceeding of the 7th Annual Meeting of the Asian Association for Algorithms and Computation (AAAC2014), 2014.
[12] Chinnawat Wongwises, Natsuda Kaothanthong and Wasit Limprasert. 3DDIR: The Distance Interior Ratio of Volumetric Models for Object Recognition. Proceedings of the 9th International Conference on Knowledge and Smart Technology (KST 2017), 2017.
[13] Natsuda Kaothanthong, Thanaruk Theeramunkong and Jinhee Chun. Improving Thai Optical Character Recognition using Circular-Scan Histogram. Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition (ICDAR 2017), 2017.
[14] Sarawoot Kongyoung, Anocha Rugchatjaroen and Natsuda Kaothanthong. Automatic feature extraction and classification model for detecting Thai clickbait headlines using convolutional neural network. Proceeding of the 28th International Conference on Information Modelling and Knowledge Bases (EJC 2018), 2018.
[15] Navaphal Bhichesthapong, Mananya Jongkolpath, Tanapond Praikasate and Natsuda Kaothanthong. Data preparation for self-service bi of human resources analysis in banking industry. Proceedings of the 11th International Conference on Embedded Systems and Intelligent Technology (ICESIT 2018) in cooperation with The 9th International Conference on Information and Communication Technology for Embedded Systems (IC-ICTES 2018), 2018.
[16] Natnicha Wongsap, Lisha Lou, Sasiwimol Jumun, Tastanya Prapphan, Sarawoot Kongyoung and Natsuda Kaothanthong. Thai clickbait headline news classification and its characteristic. Proceedings of the 11th International Conference on Embedded Systems and Intelligent Technology (ICESIT 2018) in cooperation with The 9th International Conference on Information and Communication Technology for Embedded Systems (IC-ICTES 2018), 2018.
[17] Roongtawan Laimek and Natsuda Kaothanthong. A Study of ATM Fraud Detection Techniques. The 4th Asian Conference on Defense Technology, Tokyo. Japan.(Accepted)
