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Chen Hua-Tsung ³¯µØÁ` Ph.D.

Department of Computer Science

National Chiao Tung University (Taiwan)

E-mail:

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  [Biography]  [Publications] [Academic Honor] [Research Project]   [Volleyball Experiences]   [Other Experiences]

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Courses

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¡P 2013 Spring - Multimedia Information System¦h´CÅé¸ê°T¨t²Î (¬ã¨s©Ò½Òµ{)

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Biography 

Hua-Tsung Chen received the B.S., M.S., and Ph.D. degrees in computer science and information engineering from National Chiao Tung University, Hsinchu, Taiwan, in 2001, 2003, and 2009, respectively.
He has bee an Associate Professor with the Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan, from 2018 to 2019.

His research interests include computer vision, video signal processing, content-based video indexing and retrieval, multimedia information system, and music signal processing.

Education   

¡P 2003/09 ¡V 2009/08 Ph.D. in Computer Science and Information Engineering, National Chiao-Tung University, Taiwan (Advisor: Prof. Suh-Yin Lee)

¡P 2001/09 - 2003/06        M.S. in Computer Science and Information Engineering, National Chiao-Tung University, Taiwan (Advisor: Prof. Suh-Yin Lee)

¡P 1997/09 - 2001/06        B.S. in Computer Science and Information Engineering, National Chiao-Tung University, Taiwan

Research Interests 

• Computer Vision, Video Processing, Audio Signal Processing

¡P Multimedia Information Systems, Video Surveillance System, Intelligent Visual Computing

 Publications     [ dblp ]

Journal Papers

1. Hua-Tsung Chen, Yu-Zhen He, Chun-Chieh Hsu, ¡§Computer-Assisted Yoga Training System,¡¨ Multimedia Tools and Applications (MTAP) (JCR 2016 IF=1.530), vol. 77, Issue 18, pp 23969¡V23991, 2018.

2. Hua-Tsung Chen, ¡§Geometry-Based Camera Calibration Using Five Point Correspondences from a Single Image,¡¨ IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) (JCR 2016 IF=3.599), vol. 27, no. 12, pp. 2555-2566, Dec. 2017.

3. Chin-Wei Liu, Hua-Tsung Chen, Kuo-Hua Lo, Chih-Jung Wang, and Jen-Hui Chuang, ¡§Accelerating Vanishing Point-Based Line Sampling Scheme for Real-Time People Localization,¡¨ IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) (JCR 2016 IF=3.599), vol. 27, no. 3, pp. 409-420, Mar. 2017.

4. Chien-Li Chou, Hua-Tsung Chen, and Suh-Yin Lee, ¡§Multi-Modal Video-to-Near-Scene Annotation,¡¨ IEEE Transactions on Multimedia (TMM) (JCR 2016 IF=3.509), vol. 19, no. 2, pp. 354-366, Feb. 2017.

5. Hua-Tsung Chen, Chun-Yu Lai, and Chun-An Shih, ¡§Toward Community Sensing of Road Anomalies Using Monocular Vision,¡¨ IEEE Sensors Journal (JCR 2015 IF=1.889), vol. 16, no. 8, pp. 2380-2388, Apr., 2016.

6. Hua-Tsung Chen, Yi-Chieh Wu, and Chun-Chieh Hsu, ¡§Daytime Preceding Vehicle Brake Light Detection Using Monocular Vision,¡¨ IEEE Sensors Journal (JCR 2015 IF=1.889), vol. 16, no. 1, pp. 120-131, Jan., 2016.

7. Chun-Chieh Hsu, Hua-Tsung Chen, Chien-Li Chou, and Suh-Yin Lee, ¡§2D Histogram-based Player Localization in Broadcast Volleyball Videos,¡¨ Multimedia Systems (JCR 2015 IF=1.410), vol. 22, Issue 3, pp. 325-341, June 2016.

8. Chien-Li Chou, Hua-Tsung Chen, and Suh-Yin Lee, ¡§Pattern-based Near-Duplicate Video Retrieval and Localization on Web-Scale Videos,¡¨ IEEE Transactions on Multimedia (TMM) (JCR 2014 IF=2.303), vol. 17, no. 3, pp. 382-395, Mar. 2015.

9. Yen-Shuo Lin, Kuo-Hua Lo, Hua-Tsung Chen, and Jen-Hui Chuang, ¡§Vanishing Point-Based Image Transforms for Enhancement of Probabilistic Occupancy Map-Based People Localization,¡¨ IEEE Transactions on Image Processing (TIP) (JCR 2013 IF=3.111), vol. 23, no. 12, pp. 5586-5598, Dec. 2014.

10. Hua-Tsung Chen and Chien-Peng Ho, ¡§Fourier Analysis-Based Tempo Estimation with Application to Music Accompaniment," Aloy Journal of Soft Computing and Applications, vol. 1, no. 1, pp. 39-54, March 2014.

11. Kuo-Hua Lo, Jen-Hui Chuang, and Hua-Tsung Chen, ¡§Efficient Error Analysis of a Real-Time Vision-Based Pointing System,¡¨ Journal of Information Science and Engineering (JISE) (JCR 2011 IF=0.175), vol. 30, pp. 43-64, 2014.

12. Hua-Tsung Chen, Kuo-Lian Ma, Jen-Hui Chuang, and Horng-Horng Lin, ¡§Recognizing Jump Patterns with Physics-based Validation in Human Moving Trajectory,¡¨ Journal of Visual Communication and Image Representation (JVCI) (JCR 2012 IF=1.195), vol. 24, no. 7, pp. 1191-1203, Oct. 2013.

13. Hua-Tsung Chen, Chien-Li Chou, Tsung-Sheng Fu, Suh-Yin Lee, and Bao-Shuh Lin, ¡§Recognizing tactic patterns in broadcast basketball video using player trajectory,¡¨ Journal of Visual Communication and Image Representation (JVCI) (JCR 2011 IF=1.122) vol.23, no. 6, pp. 932-947, Aug. 2012.

14. Hua-Tsung Chen, Chien-Li Chou, Wei-Chin Tsai, Suh-Yin Lee, and Bao-Shuh Lin, ¡§HMM-Based Ball Hitting Event Exploration System for Broadcast Baseball Video,¡¨ Journal of Visual Communication and Image Representation (JVCI) (JCR 2011 IF=1.122), vol. 23, no. 5, pp. 767-781, July 2012.

15. Hua-Tsung Chen, Wen-Jiin Tsai, Suh-Yin Lee, and Jen-Yu Yu ¡§Ball Tracking and 3D Trajectory Approximation with Applications to Tactics Analysis from Single-Camera Volleyball Sequences,¡¨ Multimedia Tools and Applications (MTAP) (JCR 2010 IF=0.914) vol. 6, Issue 3, pp. 641-667, Oct. 2012.

16. Hua-Tsung Chen, Wen-Jiin Tsai, and Suh-Yin Lee, ¡§Sports Information Retrieval for Video Annotation,¡¨ International Journal of Digital Library Systems (IJDLS), vol. 1, no. 1, pp. 62-88, Jan. 2010.

17. Hua-Tsung Chen, Wen-Jiin Tsai, and Suh-Yin Lee, ¡§Contour-based Strike Zone Shaping and Visualization in Broadcast Baseball Video: Providing Reference for Pitch Location Positioning and Strike/Ball Judgment,¡¨ Multimedia Tools and Applications (MTAP) (JCR 2010 IF=0. 914) vol. 47, no. 2, pp. 239-255, April 2010.

18. Hua-Tsung Chen, Ming-Chun Tien, Yi-Wen Chen, Wen-Jiin Tsai, and Suh-Yin Lee, ¡§Physics-based Ball Tracking and 3D Trajectory Reconstruction with Applications to Shooting Location Estimation in Basketball Video,¡¨ Journal of Visual Communication and Image Representation (JVCI) (JCR 2010 IF=1.101) vol. 20, no. 3, pp. 204-216, April 2009.

19. Hua-Tsung Chen, Hsuan-Sheng Chen, Ming-Ho Hsiao, Wen-Jiin Tsai, and Suh-Yin Lee, ¡§A Trajectory-Based Ball Tracking Framework with Visual Enrichment for Broadcast Baseball Videos,¡¨ Journal of Information Science and Engineering (JISE), vol. 24, no.1, pp.143-157, Jan 2008.

20. Yi-Wen Chen, Ming-Ho Hsiao, Hua-Tsung Chen, Chi-Yu Liu, and Suh-Yin Lee, ¡§Content-Aware Fast Motion Estimation Algorithm,¡¨ Journal of Visual Communication and Image Representation (JVCI), vol. 19, no. 4, pp. 256-269, May 2008.

21. Ming-Ho Hsiao, Yi-Wen Chen, Hua-Tsung Chen, Kuan-Hung Chou, and Suh-Yin Lee, ¡§Content-Aware Video Adaptation under Low-Bitrate Constraint,¡¨ EURASIP Journal on Advances in Signal Processing (JASP), vol. 2007, Article ID 17179, May 2007.

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  (Journal of Advanced Technology and Management, Vol.2, No.1, pp. 67-79, May, 2012)

Book Chapter

• Hua-Tsung Chen and Suh-Yin Lee, "Sports Video Analysis", Chapter 12 of Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies Applications and Perspectives, edited by Chia-Hung Wei and Yue Li, IGI Global, pp. 261-285, 2010.

Conference Papers

1. Mian Jhong Chiu, Wei-Chen Chiu, Hua-Tsung Chen, Jen-Hui Chuang, "Real-time Monocular Depth Estimation with Extremely Light-Weight Neural Network," accepted by 2020 25th International Conference on Pattern Recognition (ICPR), Italy, Jan. 10-15, 2020.(New)

2. Yi-Hui Wu, Wen-Jiin Tsai, Hua-Tsung Chen, ¡§Temporal Action Detection Based On Hierarchical Object Detection Networks,¡¨ Proc. The 12th International Conference on Ubi-Media Computing (Ubi-Media 2019), pp. 119-123, Bali, Indonesia, August 6-9, 2019. (Best Paper Award)

3. Ya-Ching Chang, Hua-Tsung Chen, Jen-Hui Chuang, and I-Chun Liao, "Pedestrian Detection in Aerial Images Using Vanishing Point Transformation and Deep Learning," Proc. of The 25th IEEE International Conference on Image Processing (ICIP 2018), pp. 1917-1921, Athens, Greece, Oct. 7-10, 2018.

4. Hua-Tsung Chen, Che-Han Liu, and Wen-Jiin Tsai, "Data Augmentation for CNN-Based People Detection in Aerial Images," Proc. of IEEE ICME Workshop on Mobile Multimedia Computing (ICMEW 2018), San Diego, USA, July 23-27, 2018.

5. Jyun-Gu Ye, Hua-Tsung Chen, and Wen-Jiin Tsai, "Panorama Generation Based on Aerial Images," Proc. of IEEE ICME Workshop on Mobile Multimedia Computing (ICMEW 2018), San Diego, USA, July 23-27, 2018.

6. Chun-Chieh Hsu, Hua-Tsung Chen, Wen-Jiin Tsai, and Suh-Yin Lee, "Fast Multi-View People Localization Using a Torso-High Reference Plane," Proc. of IEEE International Conference on Visual Communications and Image Processing (VCIP 2017), St. Petersburg, FL, USA, Dec. 10-13, 2017.

7. Han-Yang Wang, Ya-Ching Chang, Yi-Yu Hsieh, Hua-Tsung Chen, and Jen-Hui Chuang, "Deep Learning-based Human Activity Analysis for Aerial Images," Proc. of IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2017), Xiamen, China, Nov. 6-9, 2017.

8. Chun-Chieh Hsu, Hou-Chun Tsai, Hua-Tsung Chen, Wen-Jiin Tsai, and Suh-Yin Lee, "Computer-assisted Billiard Self-training using Intelligent Glasses," Proc. of The 14th International Symposium on Pervasive Systems, Algorithms, and Networks (I-SPAN 2017), Exeter, UK, June 21-23, 2017, Proc. ISPAN-FCST-ISCC, pp. 119-126.

9. Hua-Tsung Chen, Devi Eddy, Ruei-Lin Chen, and Chien-Li Chou, ¡§Speed-Adaptive Street View Image Generation Using Driving Video Recorder,¡¨ Proc. of IEEE International Conference on Multimedia and Expo (ICME 2016), Seattle, USA, July 11-15, 2016.

10. Yen-Shuo Lin, Hua-Tsung Chen, Jenq-Neng Hwang, Ching-Ju Hsiao, and Jen-Hui Chuang, ¡§1-D Integral Image for Enhancing Efficiency and Effectiveness of Probabilistic Occupancy Map-Based People Localization Approach,¡¨ Proc. of The 8th International Conference on Digital Image Processing (ICDIP 2016), Chengdu, China, May 20-23, 2016. (Excellent Paper Award)

11. Hua-Tsung Chen, Tzu-Wei Huang, Chien-Li Chou, Hou-Chun Tsai, and Suh-Yin Lee, "Improving Golf Swing Skills Using Intelligent Glasses," in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP 2015), Singapore, Dec. 13-16, 2015.

12. Yen-Shuo Lin, Hua-Tsung Chen, and Jen-Hui Chuang, "An Efficient Probabilistic Occupancy Map-Based People Localization Approach," in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP 2015), Singapore, Dec. 13-16, 2015.

13. Chia-Hsin Chan, Hua-Tsung Chen, Wen-Chih Teng, Chin-Wei Liu, and Jen-Hui Chuang, "MI3: Multi-Intensity Infrared Illumination Video Database," in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP 2015), Singapore, Dec. 13-16, 2015.

14. Hua-Tsung Chen, Ming-Chu Chu, Chien-Li Chou, Suh-Yin Lee, and Bao-Shuh Lin, "Multi-camera vehicle identification in tunnel surveillance system," in Proc. IEEE ICME Workshop (ICMEW 2015) on Distributed and Cooperative Visual Recognition and Analysis, Torino, Italy, June 29 ¡V July 3, 2015.

15. Chien-Li Chou, Chin-Hsien Lin, Tzu-Hsuan Chiang, Hua-Tsung Chen, and Suh-Yin Lee, "Coherent event-based surveillance video synopsis using trajectory clustering," in Proc. IEEE ICME Workshop (ICMEW 2015) on Distributed and Cooperative Visual Recognition and Analysis, Torino, Italy, June 29 ¡V July 3, 2015.

16. Chien-Li Chou, Hua-Tsung Chen, Chun-Chieh Hsu, and Suh-Yin Lee, "A novel video annotation framework using near-duplicate segment detection," in Proc. IEEE ICME Workshop (ICMEW 2015) on Workshop on Web Multimedia Verification, Torino, Italy, June 29 ¡V July 3, 2015.

17. Chun-Chieh Hsu, Yi-Chien Wu, Hua-Tsung Chen, and Suh-Yin Lee, "A System for Front Vehicle Detection and Fast Indexing using a Single Car-Mounted Camera," in Proc. International Computer Symposium 2014 (ICS 2014), vol. 3, pp. 85-94, Taichung, Taiwan, Dec. 12-14, 2014.

18. Chun-Chieh Hsu, Hua-Tsung Chen, Chien-Li Chou, Chien-Peng Ho, and Suh-Yin Lee, "Trajectory Based Jump Pattern Recognition in Broadcast Volleyball Videos," in Proc. ACM Multimedia (MM 2014), pp. 1117-1120, Orlando, Florida, USA, Nov. 3-7, 2014.

19. Hua-Tsung Chen, Chun-Yu Lai, Chun-Chieh Hsu, Suh-Yin Lee, Bao-Shuh Lin, and Chien-Peng Ho, "Vision-Based Road Bump Detection Using a Front-Mounted Car Camcorder," in Proc. IEEE International Conference on Pattern Recognition (ICPR 2014), pp. 4537-4542, Stockholm, Sweden, Aug. 24-28, 2014.

20. Chien-Li Chou, Hua-Tsung Chen, Chun-Chieh Hsu, Chien-Peng Ho, and Suh-Yin Lee, "Near-Duplicate Video Retrieval Using Pattern-based Prefix and Temporal Relation Forest," in Proc. IEEE International Conference on Multimedia and Expo (ICME 2014), pp. 1-6, Chengdu, China, July 14-18, 2014. (Acceptance rate: 29.7%, 213 out of 761)

21. Chien-Li Chou, Min-Ho Tsai, Chien-Ho Chao, Hsiao-Jung Lin, Hua-Tsung Chen, and Suh-Yin Lee, "Automatic Restaurant Information and Keyword Extraction by Mining Blog Data for Chinese Restaurant Search," in Proc. The 1st International Workshop on Pattern Mining and Application of Big Data (BigPMA), in conjunction with The 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2014), Tainan, Taiwan, May 13-16, 2014.

22. Hua-Tsung Chen, Yu-Zhen He, Chun-Chieh Hsu, Chien-Li Chou, Suh-Yin Lee, and Bao-Shuh Lin, "Yoga Posture Recognition for Self-Training," in Proc. The 20th Anniversary International Conference on MultiMedia Modeling (MMM 2014), pp.496-505, Dublin, Ireland, Jan. 6-10, 2014.

23. Chun-Chieh Hsu, Hua-Tsung Chen, Chien-Li Chou, Suh-Yin Lee, and Chien-Peng Ho, "Serve Receive-to-Attack Period Extraction and Histogram-based Player Localization in Broadcast Volleyball Videos," in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP 2013), pp. 1-6, Kuching, Sarawak, Malaysia, Nov. 17-20, 2013.

24. Yen-Shuo Lin, Kuo-Hua Lo, Hua-Tsung Chen, and Jen-Hui Chuang, "An Image Transform for Enhancement of People Localization," IPPR Conf. Computer Vision, Graphics, and Image Processing (CVGIP 2013), Ilan, Taiwan, Aug 18¡V20, 2013.(¤¤µØ¥Á°ê¼v¹³³B²z»P¹Ï§ÎÃѧO¾Ç·|½×¤å¼ú¡@¨Î§@)

25. Hua-Tsung Chen, Yu-Zhen He, Chien-Li Chou, Suh-Yin Lee, Bao-Shuh Lin, and Jen-Yu Yu, "Computer-Assisted Self-Training System for Sports Exercise using Kinects," in Proc. IEEE International Conference on Multimedia and Expo (ICME 2013), pp. 1-4, San Jose, California, USA, July 15-19, 2013.

26. Chien-Li Chou, Hua-Tsung Chen, Yi-Cheng Chen, Suh-Yin Lee, and Chien-Peng Ho, "Near-Duplicate Video Retrieval and Localization using Pattern Set based Dynamic Programming," in Proc. IEEE International Conference on Multimedia and Expo (ICME 2013), pp. 1-6, San Jose, California, USA, July 15-19, 2013.

27. Yen-Shuo Lin, Kuo-Hua Lo, Hua-Tsung Chen, and Jen-Hui Chuang, "VP-Transform: A Novel Vanishing Point-based Image Transform for Enhancement of People Localization," to in Proc. IEEE International Conference on Multimedia and Expo (ICME 2013), pp. 1-6, San Jose, California, USA, July 15-19, 2013. (Oral presentation, acceptance rate: 12.7%, 79 out of 622)

28. Kuo-Hua Lo, Chih-Jung Wang, Jen-Hui Chuang, and Hua-Tsung Chen, "Acceleration of Vanishing Point-Based Line Sampling Scheme for People Localization and Height Estimation via 3D Sampling," in Proc. 21st IEEE International Conference on Pattern Recognition (ICPR 2012), pp. 2788-2091, Tsukuba Science City, Japan, Nov. 11-15, 2012. (Oral presentation)

29. Chun-Chieh Hsu, Hua-Tsung Chen, Chien-Li Chou, and Suh-Yin Lee, "Spiking and Blocking Events Detection and Analysis in Volleyball Videos," in Proc. IEEE International Conference on Multimedia and Expo (ICME 2012), pp.19-24, Melbourne, Australia, July 9-13, 2012.(Oral presentation, acceptance rate: 13%, 79 out of 609)

30. Hua-Tsung Chen, Li-Wu Tsai, Hui-Zhen Gu, Suh-Yin Lee, and Bao-Shuh Lin, "Traffic Congestion Classification for Nighttime Surveillance Videos," in Proc. IEEE International Conference on Multimedia and Expo Workshops (ICMEW 2012), pp. 169-174, Melbourne, Australia, July 9-13, 2012.

31. Chien-Li Chou, Yee-Choy Chean, Yi-Cheng Chen, Hua-Tsung Chen, and Suh-Yin Lee, "Social Photo Tagging Recommendation Using Community-Based Group Prior," in Proc. IEEE International Conference on Multimedia and Expo Workshops (ICMEW 2012), pp. 230-235, Melbourne, Australia, July 9-13, 2012.

32. Yi-Ting Chen, Jen-Hui Chuang, Wen-Chih Teng, Horng-Horng Lin, and Hua-Tsung Chen, "Robust License Plate Detection in Nighttime Scenes using Multiple Intensity IR-Illuminator," in Proc. IEEE International Symposium on Industrial Electronics (ISIE 2012), pp.893-898, Hangzhou, Zhejiang, China, May 28-31, 2012

33. Hua-Tsung Chen, Chien-Li Chou, Wen-Jiin Tsai, and Suh-Yin Lee, "3D Ball Trajectory Reconstruction from Single-Camera Sports Video For Free Viewpoint Virtual Replay," in Proc. IEEE Visual Communications and Image Processing (VCIP 2011), pp. 1-4, Tainan, Taiwan, Nov 6 ¡V9, 2011.

34. Tsung-Sheng Fu, Hua-Tsung Chen, Chien-Li Chou, and Suh-Yin Lee, "Screen-Strategy Analysis in Broadcast Basketball Video using Player Tracking," in Proc. IEEE Visual Communications and Image Processing (VCIP 2011), pp. 1-4, Tainan, Taiwan, Nov 6 ¡V9, 2011.

35. Kuo-Lian Ma, Jen-Hui Chuang , Chen-Hsing Chang, Horng-Horng Lin, and Hua-Tsung Chen, "Volleyball Video Analysis ¡V The Differentiation of Athlete Moving and Jumping Tracks," IPPR Conf. Computer Vision, Graphics, and Image Processing (CVGIP 2011), ChiaYi, Taiwan, Aug 21¡V23, 2011.

36. Hua-Tsung Chen, Chien-Li Chou, Wen-Jiin Tsai, Suh-Yin Lee, and Jen-Yu Yu, "Extraction and Representation of Human Body for Pitching Style Recognition in Broadcast Baseball Video," in Proc. IEEE International Conference on Multimedia and Expo (ICME 2011), Barcelona, Spain, July 11 ¡V15, 2011.

37. Wei-Chin Tsai, Hua-Tsung Chen, Hui-Zhen Gu, Suh-Yin Lee, and Jen-Yu Yu, "Baseball Event Semantic Exploring System Using HMM," in Proc. The 17th International Conference on MultiMedia Modeling (MMM 2011), Taipei, Taiwan, Jan 5¡V7, pp.315-325, 2011.

38. Hua-Tsung Chen, Wen-Jiin Tsai, and Suh-Yin Lee, "Stance-Based Strike Zone Shaping and Visualization in Broadcast Baseball Video: Providing Reference for Pitch Location Positioning," in Proc. of IEEE International Conference on Multimedia and Expo (ICME 2009), New York, USA, June 28 ¡V July 3, 2009. pp.302-305. (regular paper, acceptance rate: 23%, 145 out of 633).

39. Hua-Tsung Chen, Ming-Ho Hsiao, Hsuan-Shen Chen, Wen-Jiin Tsai, and Suh-Yin Lee, "A Baseball Exploration System using Spatial Pattern Recognition," in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS 2008), Seattle, Washington, USA, May 18-21, 2008. pp. 3522-3525.

40. Hua-Tsung Chen, Ming-Ho Hsiao, Wen-Jiin Tsai, Suh-Yin Lee, and Jen-Yu Yu, "A Tempo Analysis System for Automatic Music Accompaniment," in Proc. of IEEE International Conference on Multimedia and Expo (ICME 2007), Beijing, China, July 2-5, 2007. pp.64-67. (Oral, acceptance rate: 16%)

41. Hsuan-Sheng Chen, Hua-Tsung Chen, Wen-Jiin Tsai, Suh-Yin Lee, and Jen-Yu Yu, "Pitch-By-Pitch Extraction from Single View Baseball Video Sequences," in Proc. of IEEE International Conference on Multimedia and Expo (ICME 2007), Beijing, China, July 2-5, 2007. pp. 1423-1426.

42. Hua-Tsung Chen, Hsuan-Shen Chen, and Suh-Yin Lee, "Physics-based Ball Tracking in Volleyball Videos with Its Applications to Set Type Recognition and Action Detection," in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2007), Honolulu, Hawaii, USA, April 15-20, 2007. pp. I-1097-I-1100.

43. Min-Chun Tien, Hua-Tsung Chen, Yi-Wen Chen, Ming-Ho Hsiao, and Suh-Yin Lee, "Shot Classification of Basketball Videos and Its Applications in Shooting Position Extraction," in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2007), Honolulu, Hawaii, USA, April 15-20, 2007. pp. I-1085-I-1088.

44. Hua-Tsung Chen, Hsuan-Shen Chen, Ming-Ho Hsiao, Yi-Wen Chen, and Suh-Yin Lee, "A Trajectory-Based Ball Tracking Framework with Enrichment for Broadcast Baseball Videos," in Proc. of the International Computer Symposium 2006 (ICS 2006), Taipei, Taiwan, December 4-6, 2006. pp.1145-1150. (Best Student Paper Award) (Journal Paper Invited by JISE)

45. Ming-Ho Hsiao, Hua-Tsung Chen, Yi-Wen Chen, Kuan-Hung Chou, and Suh-Yin Lee, "Content-Aware Video Adaptation in Low Bit-rate Constraint," in Proc. of the International Computer Symposium 2006 (ICS 2006), Taipei, Taiwan, December 4-6, 2006. pp.1205-1210.

46. Ming-Ho Hsiao, Yi-Wen Chen, Hua-Tsung Chen, Chao-Ching Ma, and Suh-Yin Lee, "Timely Backup Source Routing for Multimedia Transport in Wireless Ad-hoc Network," in Proc. of the International Computer Symposium 2006 (ICS 2006), Taipei, Taiwan, December 4-6, 2006. pp.670-675.

47. Yi-Wen Chen, Ming-Ho Hsiao, Hua-Tsung Chen, Chi-Yu Liu, and Suh-Yin Lee, "Content-Aware Fast Motion Estimation Algorithm," in Proc. of the International Computer Symposium 2006 (ICS 2006), Taipei, Taiwan, December 4-6, 2006. pp.1001-1006.

48. Hsuan-Shen Chen, Hua-Tsung Chen, Yi-Wen Chen, and Suh-Yin Lee, "Human Action Recognition Using Star Skeleton," in Proc. of 4th ACM international workshop on Video Surveillance and Sensor Networks (VSSN 2006), Santa Barbara, California, USA, October 22-28, 2006. pp.171-178

49. Hua-Tsung Chen, Duan-Yu Chen, and Suh-Yin Lee, "Object-based Video Similarity Retrieval and Its Application to Detecting Anchorperson Shots in News Video," in Proc. of 5th IEEE International Symposium on Multimedia Software Engineering (ISMSE 2003), Taichung, Taiwan, December 10-12, 2003. pp.172-179.

50. Duan-Yu Chen, Hua-Tsung Chen, and Suh-Yin Lee, "Object and Color Based Video Representation for Automatic Model-Free News Summarization," in Proc. of 3rd International Workshop on Content-Based Multimedia Indexing (CBMI 2003), IRISA, Rennes, France, September 22-24, 2003.

51. Duan-Yu Chen, Suh-Yin Lee, and Hua-Tsung Chen, "Motion Activity Based Semantic Video Similarity Retrieval," in Proc. of 3rd IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing (PCM 2002), Hsinchu, Taiwan, December 16-18, 2002. pp.319-327.

±M§Q

• Hua-Tsung Chen, Chien-Peng Ho, and Jen-Yu Yu, "Video Indexing Method, Video Indexing Apparatus and Computer Readable Medium," US 9230604 B2, I520095, CN 104572792A.

Theses

¡P Hua-Tsung Chen, "Sports Video Content Analysis, Understanding and Annotation," PhD Thesis, Department of Computer Science and Information Engineering, National Chiao-Tung University, Taiwan, Aug. 2009.

• Hua-Tsung Chen, "Object and Color Based Video Representation for Automatic Model-Free News Summarization," Master Thesis, Department of Computer Science and Information Engineering, National Chiao-Tung University, Taiwan, June 2003.

  Academic Honor  

¡P 2019 The 12th International Conference on Ubi-Media Computing ¡V Best Paper Award

¡P 107¦~«×¬ì§Þ³¡¡u¸É§U¤j±M®Õ°|©µÅó¯S®íÀu¨q¤H¤~¡v¼úÀy

¡P 2016 International Conference on Digital Image Processing (ICDIP) ¡V Excellent Paper Award

¡P 2013 The 26th IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP) ¡V Excellent Paper Award

¡P 2006 International Computer Symposium Best Student Paper Award

¡P ¤¤µØ¥Á°ê¹q¸£¾Ç·| 95¦~Àu¨}½×¤å¼ú-¸ê°TÀ³¥ÎÃþ ¨Î§@

¡P 2006¦~ ¥æ¤j¸ê¤u¨t¦~«×¬ã¨s¦¨ªG®ü³ø®i»PÄvÁÉ ¤J¿ï¬ã¨s¦¨ªG®ü³ø¼ú

  Research Project 

°õ¦æ¤¤¡G

¡P ÂE®ü¨È¤Ó5G¹êÅçºô¥Ü½dpµe [¦@¦P¥D«ù¤H] 108/04/01~108/10/31

¡P ¬ì§Þ³¡±MÃD¬ã¨spµe¡m°ò©ó²`«×¾Ç²ß¤§´¼¼zµøıpºâ¬ã¨s¡n [pµe¥D«ù¤H] 107/08/01~109/07/31
(Research on Deep Learning-based Intelligent Visual Computing) (MOST 107-2221-E-035 -089 -MY2)

¡P °ê¥ß¬G®c³Õª«°|¡u°ª±Ð¼Æ¦ìÀ³¥Î¨ó§@±ÄÁʮסv [¤À¶µt³d¤H] 107/05/01~107/12/31

¡P ¬ì§Þ³¡¤H¤u´¼¼z¡]AI¡^±M®×pµe¡mSmart Drones¤§AI¥¥x¶}µo ¢w ´¼¼z¸¦æ±±¨î(1/4)¡n [¨ó¦P¥D«ù¤H] 107/01/01~107/12/31
(Development of AI platform of Smart Drone ¢w Intelligent Fight Control) (MOST 107-2634-F-009-009¡B108-2634-F-009-013)

¤wµ²®×¡G

¡P ¬ì§Þ³¡±MÃD¬ã¨spµe¡m§Q¥Î¨ã¦æ°Êµøıpºâ¯à¤O¤§´¼¼z«¬ªÅ©ç¾÷¤ä´©®Õ¶é¨µÅÞ°»¹î»P·j±ÏÀ³¥Î¡n[pµe¥D«ù¤H] 106/08/01~107/07/31
¡]Supporting Campus Patrol, Search, and Rescue by Intelligent Drone with Mobile Visual Computing Ability¡^¡]MOST 106-2221-E-009-196¡BMOST106-2221-E-035-102¡^

¡P ¤u¬ã°|©e°U¬ã¨spµe¡m´¼¼z¼v¹³·P´ú·L³B²z³]p¡n[pµe¥D«ù¤H] 106/09/26~107/03/30

¡P ¬ì§Þ³¡¤H¤u´¼¼z»P²`«×¾÷¾¹¾Ç²ß±M®×pµe¡m¥H²`«×¾÷¾¹¾Ç²ß»P´¼¼zµøı§Þ³N°µ¦hµL¤H¾÷¨ó¦Pµø°TºÊ±±¡n105/11/01~106/10/31
¡]Cooperative Video Surveillance by Multiple Drones Using Deep Learning and Intelligent Vision Techniques¡^¡]MOST 105-2218-E-009-033¡^
¡V ¤lpµe¤G:¡u¦hµL¤H¾÷¤§¨ó¦P¦¡ºÊ±± ¢w ¦h¤H°»´ú¡B°lÂÜ©M¿ë識¡v[¤lpµe¤G¨ó¦P¥D«ù¤H]

¡P ¬ì§Þ³¡±MÃD¬ã¨spµe¡m´¼¼zµøıpºâ»P¦æ°Êµø°T¼v¹³¤º®e¤ÀªRÀ³¥Î¡n[pµe¥D«ù¤H] 105/08/01~106/07/31
¡]Intelligent Vision Computing and Mobile Video Content Analysis with Applications¡^¡]MOST-105-2221-E-009-065¡^

¡P ¬ì§Þ³¡¾ã¦X«¬pµe¡m¬ïÀ¹¦¡´¼¼z²´Ã褧«È»s¤Æ³]p»P¥Í¬¡¤Æ´¼¼z©ÊÀ³¥Î¡n103/09/01~105/07/31
(A Study on Custom Design of Intelligent Glasses and Applications for Daily Life) (MOST-103-2218-E-009 -020¡BMOST-104-3115-E-009-001)
¡V ¤lpµe¥|:¡u¬ïÀ¹¦¡´¼¼z²´ÃèÀ³¥Î©ó¹B°Ê°·¨¤§¦Û§Ú¾Ç²ß»P°V½m¡v[¤lpµe¥|¥D«ù¤H]

¡P ¬ì§Þ³¡±MÃD¬ã¨spµe¡m´¼¼zµøıpºâ»P¦h´CÅ餺®e¤ÀªRÀ³¥Î¡n[pµe¥D«ù¤H] 103/08/01~104/07/31
¡]Intelligent Vision Computing and Multimedia Content Analysis with Applications¡^¡]MOST-103-2221-E-009-154¡^

¡P ¤u¬ã°|²£¾Ç¦X§@pµe¡m°ò©ó¦æ°Ê¼vµ²×ºÝ³]³Æ¼v¤ù¤ÀªR¤§¥æ³q±¡ªpµû¦ô¨t²ÎÅçÃÒ´ú¸Õ¡n [pµe¥D«ù¤H] 103/06/01~103/11/30

¡P ¤u¬ã°|²£¾Ç¦X§@pµe¡m°ò©ó¦æ°Ê¼vµ¸Ë¸m¼v¤ù¤ÀªR¤§¸ô±°»´ú¨t²ÎÅçÃÒ´ú¸Õ ¡n[pµe¥D«ù¤H] 102/09/11~102/12/16

¡P ¤u¬ã°|²£¾Ç¦X§@pµe¡m¦w¥þºÊ±±Äá¼v¾÷¤§¼v¤ùÁY®É»P§Ö³tÂsÄýÅçÃÒ´ú¸Õ¡n [pµe¥D«ù¤H] 102/05/09~102/06/20

¡P °ê¬ì·|±MÃD¬ã¨spµe¡m¦h«¬ºA»P¦hµø¨¤¤§¦h´CÅ餺®e¾ã¦X¡B¤ÀªR»PÀ³¥Î¡n [pµe¥D«ù¤H] 102/08/01~103/07/31
(Multimodal and Multiview Multimedia Content Integration, Analysis, and Applications) (NSC-102-2221-E-009-031)

¡P °ê¬ì·|±MÃD¬ã¨spµe¡m¦h«¬ºA»P¦hµø¨¤¤§´¼¼z«¬¦h´CÅ餺®e¤ÀªR¡B²z¸Ñ»PÂ^¨ú¡n [pµe¥D«ù¤H] 101/02/01~102/01/31
(Multimodal and Multi-view Intelligent Multimedia Content Analysis, Understanding and Retrieval) (NSC-101-2218-E-009-004)

¡P ¤u¬ã°|²£¾Ç¦X§@pµe¡m¦æ°Ê¸Ë¸m©çÄá¼v¤ù¤§µó´º¹Ï««Ø»P§Ö³t¯Á¤Þµû¦ô´ú¸Õ»P¬ã¨s¡n [pµe¥D«ù¤H] 101/08/01~102/01/31

¡P °ê¬ì·|pµe¡m¦h«µø¨¤¤§¦h´CÅ餺®e¤ÀªR¡B¯Á¤Þ»P¬d¸ß¡n [¬ã¨s¤Hû] (NSC-98-2221-E-009-091-MY3)

¡P °ê¬ì·|pµe¡m¹M¥¬§Y®É¦h´CÅé¨t²Î»P§Þ³N¡Ð¤lpµe¥|:¦h«¬ºA¦h´CÅ鬰°ò¦¤§¤º®e¤ÀªR¡B¯Á¤Þ»P¬d¸ß¡n[¬ã¨s¤Hû] (NSC-95-2221-E-009-076-MY3)

Reviewer of Journal and Conference Papers

¡P IEEE Transactions on Multimedia

¡P IEEE Transactions on Circuits and Systems for Video Technology

¡P IEEE Transactions on Systems, Man and Cybernetics: Systems

¡P Neurocomputing

¡P Multimedia Tools and Applications (MTAP)

¡P Journal of Visual Communication and Image Representation (JVCI)

¡P Journal of Information Science and Engineering (JISE)

¡P ¡m«e¤¬ì§Þ»PºÞ²z¡n´Á¥Z

¤å³¹µoªí

¡P ¡uª±¨ã¡v¡A¥æ¤j¡m¤£¤W¤j¾Ç³ø¡n¡ANo. 2¡A²Ä1¶¡A2009¦~10¤ë19¤é¡C[pdf]

¡P ¡u§Ú²´¤¤ªº¥æ¤j¸ê¤u¡v¡A¡m±Æ²y ¡P Âø»x¡n(volleyball magazine)¡ANo. 2¡A ²Ä76¶¡A2012¦~12¤ë¡C[pdf]

Volleyball Experience

¡P 2008/05/24 Department Volleyball Cup @ National Chiao Tung University, Champion. (¥æ¤j¨t»Ú¬× ±Æ²y «ax)

¡P 2008/04/26~27 North College and University Information Cup @ National Chengchi University, Volleyball Contest, Champion. (08¥_¸ê¬×@¬Fªv¤j¾Ç ±Æ²y «ax)

¡P 2008/01/29~30 Information Cup @ Chung Hsing University, Volleyball Contest, Champion. (08¸ê±Æ¬×@¤¤¿³¤j¾Ç ±Æ²y «ax)

¡P 2007/12/22~23 Midland University Information Cup @ TungHai University, Volleyball Contest, Champion. (07¤¤¸ê¬×@ªF®ü¤j¾Ç ±Æ²y «ax)

¡P 2007/01/29~30 Information Cup @ Taiwan University, Volleyball Contest, Champion. (07¸ê±Æ¬×@¥xÆW¤j¾Ç ±Æ²y «ax)

¡P 2006/12/2~3 North College and University Information Cup @ Aletheia University, Volleyball Contest, Champion. (06¥_¸ê¬×@¯u²z¤j¾Ç ±Æ²y «ax)

¡P 2005/12~2006/3 University Volleyball League, First Level, the 10th. (94¦~¤j±M±Æ²yÁpÁÉ,¤@¯Å,²Ä¤Q¦W)

¡P 2004/12~2005/3 University Volleyball League, Second Level, Champion. (93¦~¤j±M±Æ²yÁpÁÉ,¤G¯Å,«ax)

¡P 2005 Meichu Game, Volleyball Contest, Win (2005¤A¨»±ö¦Ë ±Æ²yÁÉ ³Ó)

¡P 2003/12~2004/3 University Volleyball League, Second Level, the 6th. (92¦~¤j±M±Æ²yÁpÁÉ,¤G¯Å, ²Ä¤»¦W)

¡P 2004 Meichu Game, Volleyball Contest, Win (2004¥Ò¥Ó±ö¦Ë ±Æ²yÁÉ ³Ó)

Working Experience

¡P 2019.08~ Now Syntec Technology

¡P 2018.02~2019.07 Associate Professor, Department of Information Engineering and Computer Science, Feng Chia University

¡P 2016.10~2018.01 Associate Research Fellow, Information and Communications Technology Lab, NCTU. 

¡P 2011.05~2016.10 Assistant Research Fellow, Information and Communications Technology Lab, NCTU.

¡P 2009.11~2010.09 Military Service: military police.

¡P 2009.09~2009.11 Postdoctoral Fellow, Dept. of CSIE, NCTU.

Travel Experience

¡P 2019 July: Okinawa, Japan

¡P 2018 Aug: Tokyo, Japan

¡P 2018 July: San Diego, USA

¡P 2016 July: Seattle, Washington, USA

¡P 2016 Apr: Netherlands ¡V Belgium - Luxembourg

¡P 2015 July: Turino- Millano- Venezia- Firenze- Sorento- Capri- Roma, Italy

¡P 2014 Nov: Orlando, Florida, USA

¡P 2014 Aug: Stockholm, Sweden

¡P 2014 July: Chengdu, China

¡P 2014 Jan: Dublin, Ireland

¡P 2013 Nov: Kuching, Sarawak, Malaysia

¡P 2013 July: San Jose, San Francisco, USA

¡P 2012 July: Melbourne, Australia

¡P 2011 July: Barcelona, Spain

¡P 2009 June: New York City, USA

¡P 2008 May: Seattle, Washington, USA

¡P 2007 July: Beijing, China

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Last updated: 2020.10.12