学科专业：School of Computer Science and Technology
研究方向：Computer vision, Motion analysis, Image processing, Machine learning, Big data technologies
Education
National Central University, Taoyuan, Taiwan (ROC)
PhD Computer Science and Information Engineering, Aug 2011 - Jan 2016
Waseda University, Tokyo, Japan
Exchanged Researcher, Jul - Aug 2013
Asian Institute of Technology, Pathum Thani, Thailand
MS Information Management, Apr 2000 - Dec 2001
Srinakharinwirot University, Thailand
BS Statistics, Jun 1991 - Mar 1995
Scholarships
PhD Computer Science and Information Engineering Scholarship Sep 2011 - Jan 2016
studied at National Central University, Taoyuan, Taiwan (ROC)
supported by National Central University, Taoyuan, Taiwan (ROC)
3D Online Game Development (Intensive Course) Scholarship Jun 2005 - Sep 2005
studied at Tongmyong University, Pusan, Republic of Korea
supported by TOT Public Company Limited, Bangkok, Thailand
The Foundation Course in Computer Science (Intensive Course) Scholarship Nov 2004 - Feb 2005
studied at Infosys Leadership Institute, Mysore, Republic of India
supported by Thai Government and TOT Public Company Limited, Bangkok, Thailand
MS Information Management Scholarship Apr 2000 - Dec 2001
studied at Asian Institute of Technology, Pathum Thani, Thailand
supported by the Telephone Organization of Thailand (TOT Public Company Limited), Bangkok, Thailand
Publications and Conference Papers List
1) Journal Publications
1.« M. Zhu, K. Zeng, G. Lin, Y. Gong, T. Hao, K. Wattanachote, X. Luo, “IterNet++: An improved model for retinal image segmentation by curvelet enhancing, guided filtering, offline hard-sample mining, and test-time augmenting,” IET Image Processing, August 8, 2022. ISSN: 1751-9659 (2022:计算机科学 4 区)
2.«J. Yuan, J. Wei, K. Wattanachote, K. Zeng, X. Luo, Q. Xu, and Y. Gong, “Attention-based bi-directional refinement network for salient object detection,” Applied Intelligence, 52, 14349–14361 (2022). https://doi.org/10.1007/s10489-021-03040-8, November 24, 2021. ISSN: 0924-669X (2022:计算机科学 2 区)
3.X. Lin, N. Lin, K. Wattanachote (co-first author), S. Jiang, and L. Wang. “Multilingual Text Classification for Dravidian Languages,” Computation and Language (cs.CL), arXiv preprint arXiv:2112.01705, CoRR abs/2112.01705 (2021).
4.« Nankai Lin, Boyu Chen, Kanoksak Wattanachote and Shengyi Jiang, “A Framework for Indonesian Grammar Error Correction,” ACM Transactions on Asian and Low-Resource Language Information Processing, Volume 20, Issue 4, July 2021 Article No.: 57, pp 1–12 https://doi.org/10.1145/3440993. ISSN: 2375-4699 (2022:计算机科学 4 区)
5.« Kun Zeng, Jiangchuan Hu, Yongyi Gong, Kanoksak Wattanachote, Runpeng Yu and Xiaonan Luo, “Vertical Retargeting for Stereoscopic Images via Stereo Seam Carving,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Feb 24, 2020. ISSN: 1551-6857 (2022:计算机科学 3 区)
6.« Guangyi Huang, Yongyi Gong, Qingzhen Xu, Kanoksak Wattanachote, Kun Zeng and Xiaonan Luo, “A Convolutional Attention Residual Network for Stereo Matching,” IEEE Access,” Mar 12, 2020. SCI, EI (10.1109/ACCESS.2020.2980243) IF: 4.098 (2020) ISSN: 2169-3536 (2022:计算机科学 3 区)
7.« Yongzhe Xu, Jiangchuan Hu, Kanoksak Wattanachote, Kun Zeng and Yongyi Gong, “Sketch-Based Shape Retrieval via Best View Selection and Cross-Domain Similarity Measure,” IEEE Transaction on Multimedia (TMM), Jan 15, 2020. SCI, EI (DOI: 10.1109/TMM.2020.2966882) IF: 5.452 (2020) ISSN: 1520-9210 (2022:计算机科学 1 区 Top)
8.« Yongyi Gong, Shangru Li, Kanoksak Wattanachote (corresponding author), Xiaonan Luo, “Advanced Stereo Seam Carving by Considering Occlusions on Both Sides,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 15(3), pp 1-21, 2019. SCI, EI (DOI: 10.1145/3321513) IF: 2.87 (2019) ISSN: 1551-6857 (2022:计算机科学 3 区)
9.Jianhong Li, Kanoksak Wattanachote, Yarong Wu, “Maximizing Nonlocal Self-Similarity Prior for Single Image Super-Resolution,” Mathematical Problems in Engineering, (3), pp 1-14, 2019. SCI, EI (DOI: 10.1155/2019/3840285) ISSN: 1024-123X (2022:工程技术 4 区)
10.« Kanoksak Wattanachote and Timothy K. Shih, “Automatic dynamic texture transformation based on a new motion coherence metric,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 26(10), pp 1805-1820, 2015. SCI (DOI: 10.1109/TCSVT.2015.2469552) IF(2015 – 2.615) (2016 – 2.254) (2017 – 3.599) ISSN: 1051-8215 (2022:工程技术 1 区 Top)
11.« Kanoksak Wattanachote, Timothy K. Shih, Senior Member, IEEE, Wen-Lung Chang and Hon-Hang Chang, “Tamper detection of JPEG image due to seam modifications,” IEEE Transactions on Information Forensics & Security (TIFS), 10(12), pp 2477-2491, 2015. SCI (DOI: 10.1109/TIFS.2015.2464776) IF(2015 – 2.408) (2016 –2.441) (2017 – 4.332) ISSN: 1556-6013 (2022:计算机科学 1 区 Top)
12.W. G. C. W. Kumara, Kanoksak Wattanachote, Batbaatar Battulga, Timothy K. Shih, and Wu-Yuin Hwang, “A Kinect-based assessment system for smart classroom,” in the International Journal of Distance Education Technologies (IJDET), 13(2), pp 34-53, 2015. ESCI, EI (DOI:10.4018/IJDET.2015040103)
13.Hsing-Chung Chen, Chi-Tung Chen, Sheg-Hao Fang, Jai-Zong Sun, Kanoksak Wattanachote, “A routing algorithm based on event-oriented applications for digital home wireless heterogeneous networks,” in the International Journal of Engineering and Industries (IJEI), 2(3), pp 96-103, 2011. (DOI:10.4156/ijei.vol2.issue3.10)
Note: SCI papers are marked with «.
2) Conference Publications
1. Jittarin Jetwiriyanon, Ziheng Feng, and Kanoksak Wattanachote (corresponding author), “A Novel Features Selection Model for Fire Detection and Fire Circumstances Recognition by Considering Fire Texture: MIC-RF-RFE,” the Computing Conference 2023, June 22-23, 2023, London, UK. (will be published in Springer series "Lecture Notes in Networks and Systems," and submitted for consideration to Scopus, Web of Science, DBLP, INSPEC, WTI Frankfurt eG, zbMATH, SCImago)
2. Junkai Hong, Kanoksak Wattanachote (corresponding author and co-first author), Hai Wang, and Kexin Li, “Influence of Covid-19 Outbreak Control Policies on the China Stock Market Price Investigated by LSTM Forecasting Models,” the 2023 9th International Conference on e-Society, e-Learning and e-Technologies, June 9-11, 2023, Portsmouth, UK. (will be archived in ACM Digital Library, and indexed by EI Compendex, Scopus, and submitted to be reviewed by Thomson Reuters Conference Proceedings Citation Index (ISI Web of Science).
3. Jiangchuan Hu, Kun Zeng, Kanoksak Wattanachote (presenter), and Yongyi Gong,
“Occlusion-Guided Vertical Retargeting For Stereoscopic Images Based On Pixel Fusion,” IEEE International Conference on Image Processing (ICIP), October 25-28, 2020, Abu Dhabi, United Arab Emirates. IEEE 2020. (ISBN: 978-1-7281-6395-6)
4. Z. Lin, P. Li, W. Huang, J. Yuan, K. Wattanachote and Y. Gong, “Fixed Feature With Attention Based on Recurrent Criss-Cross Salient Object Detection Network,” 2020 8th International Conference on Digital Home (ICDH), 2020, pp. 28-33, doi: 10.1109/ICDH51081.2020.00013. (China, 19-20 Sept. 2020.)
5. Gongliang Wang, Zhenguo Yang, Junhong Chen, Junhong Chen, Kanoksak Wattanachote, Wenyin Liu,
“Security Mechanism Improvement for 2D Barcodes using Error Correction with Random Segmentation,” Proceedings of the 6th International Conference on Information Technology: IoT and Smart City, December 29-31, Hong Kong, China. ACM 2018. (ISBN 978-1-4503-6629-8)
6. Kanoksak Wattanachote, Yongyi Gong, Wenyin Liu, and Yong Wang, “Video detection for dynamic fire texture by using motion pattern recognition,” Intelligent Systems and Applications - Proceedings of the 2018 Intelligent Systems Conference, IntelliSys 2018, London, UK, September 6-7, 2018, Volume 1. Advances in Intelligent Systems and Computing 868, Springer 2019. (ISBN 978-3-030-01053-9)
7. Kanoksak Wattanachote, Zehang Lin, Mingchao Jiang, Liuwu Li, Gongliang Wang, and Wenyin Liu, “An investigation on motion periodic series for fire and smoke textures characteristic identification,” in the 10th IEEE International Conference on Ubi-media Computing and Workshops, Pattaya, Thailand, pp 1-6, 2017.
8. Kanoksak Wattanachote, Zehang Lin, Mingchao Jiang, Liuwu Li, Gongliang Wang, and Wenyin Liu, “Fire and smoke dynamic textures characterization by applying periodicity index based on motion features,” in the 11th International Conference on Computer Vision Systems, Shenzhen, China, pp 507-517, 2017.
9. Kanoksak Wattanachote, Yong Wang, Timothy K. Shih, Hui-Huang Hsu, and Wenyin Liu, “Dynamic textures and covariance stationary series analysis using strategic motion coherence,” in the IEEE International Conference on Advanced Information Networking and Applications, pp 205-212, 2017.
10. Kanoksak Wattanachote, Kuan Li, Yong Wang, Timothy K. Shih, and Wenyin Liu, “Preliminary investigation on stationarity of dynamic smoke texture and dynamic fire texture based on motion coherent metric,” in the IEEE International Conference on Machine Vision and Information Technology, pp 99-104, 2017.
11. Kanoksak Wattanachote, Kumara W. G. C. W., Timothy K. Shih and Klimenko Andrei, “Automatic creation of dynamic patches in special effect videos,” in the 25th Anniversary International Conference GraphiCon, Institute of Computing for Physics and Technology, Park Drakino, Protvino, Russia, September 22-25, 2015.
12. Guangyu Piao, Xiaokang Zhou, Qun Jin, Shoji Nishimura, Kanoksak Wattanachote, Timothy K. Shih and Neil Y.Yen, “Eye-tracking experiment design for extraction of viewing patterns in social media,” in the 10th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), pp 308-313, 2013.
13. Wu-Yuin Hwang, Kanoksak Wattanachote, Timothy K. Shih, Shih-Ching Yeh and Shi-Yi Zhan, “Preliminary investigation of interactive behaviors in distant collaborative Exergame,” in 2013 International Workshop on Smart Living and Learning (IWSLL), pp 213-222, 2013.
14. Kumara W. G. C. W. and Wattanachote K., “OpenGL based 3D First Person Shooting games – design concerns,” in the Research Symposium on Engineering Advancements (RSEA 2013), pp. 49-52, 2013.
15. Cheng Wei Hsieh, Chun-Hong Huang, Yi-Chun Liao, Kanoksak Wattanachote, Timothy K. Shih, “Location sensitive Petri Net for situated collaborative learning,” in the 5th IET International Conference on Ubi-media Computing (U-Media), Xining, China, August 16-18, 2012.
16. Joseph C. Tsai, Timothy K. Shih, Kanoksak Wattanachote, Kuan-Ching Li, “Video editing using motion inpainting,” in the 26th IEEE International Conference on Advanced Information Networking and Applications (AINA), Fukuoka Institute of Technology, Fukuoka, Japan, pp 649-654, 2012.
17. Sheng-Yu Peng, Kanoksak Wattanachote, Hwei-Jen Lin, Kuan-Ching Li, “A Real-time hand gesture recognition system for daily information retrieval from Internet,” in the 4th IEEE International Conference on Ubi-media Computing (U-Media), Sao Paulo, Brazil, pp 246-151, 2011.
18. Fang-Yu Chen, Chia-Cheng Chao, Kanoksak Wattanachote, Kuan-Ching Li, “Using gesture annotation to achieve real-time communication under MSNP,” in the 4th IEEE International Conference on Ubi-media Computing (U-Media), Sao Paulo, Brazil, pp 101-105, 2011.
19. Hsing-Chung Chen, Kanoksak Wattanachote, “A role-oriented routing algorithm applied for wireless heterogeneous networks,” in the 5th IEEE International Conference Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), Seoul, Republic of Korea, pp 420-423, 2011.
联系方式： jin_gongxun@gdufs.edu.cn ,
kanoksak.wattanachote@gmail.com
