Autobiography
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Wen-Huang Cheng was born in Taipei, Taiwan, Republic of China (R.O.C.), on January 17, 1980. He received the B.S. and M.S. degrees in computer science and information engineering from National Taiwan University, Taipei, Taiwan, R.O.C., in 2002 and 2004, respectively, where he received the Ph.D. degree from the Graduate Institute of Networking and Multimedia in 2008. His research interest includes multimedia data management, digital content analysis, information theory, and data compression. |
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Education
| 2004~2008, Ph.D., Graduate Institute of Networking and Multimedia, National Taiwan University. | |
| 2002~2004, M.S., Department of Computer Science and Information Engineering, National Taiwan University. | |
| 1998~2002, B.S., Department of Computer Science and Information Engineering, National Taiwan University. | |
| 1995~1998, Taipei Municipal Chien-Kuo High School. | |
| 1993~1995, Taipei County Ankang Junior High School. | |
| 1992~1993, Taipei Municipal Changan Junior High School. | |
| 1987~1992, Taipei Municipal Chang-An Elementary School. | |
| 1986~1987, Taipei County Tafeng Elementary School. |
Experience
- Academic Activity
- Research Intern, IBM Thomas J. Watson Research Center
Intelligent Multimedia Interaction Group, June 2007~September 2007. - Summer Visiting Scholar, University of Tokyo
Sponsored by Interchange Association, Japan (IAJ,¤é¥»°]¹Îªk¤H¥æ¬y¨ó·|) and National Science Council (NSC,°ê¬ì·|), September 2007 - Reviewer of the IEEE Transactions on Multimedia.
- Reviewer of the 2005 IEEE International Symposium on Circuits and Systems (ISCAS 2005).
- Research Intern, IBM Thomas J. Watson Research Center
- Participated Research Project:
- "Intimate Media Agent: Enabling Affective Content Experience from Media Context"
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Sponsored by National Science Council (NSC,°ê¬ì·|) and CyberLink Corp. (°T³s¬ì§Þ), August 2006~July 2008. - "The Study of Multimedia Document Content Analysis and Adaptation"
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Sponsored by National Taiwan University (NTU,¥xÆW¤j¾Ç), CyberLink Corp. (°T³s¬ì§Þ), February 2005~January 2007. - "Experience Fusion: Secure and Scalable Human Centric Computing"
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Sponsored by National Science Council (NSC,°ê¬ì·|), Quanta Computer lnc. (¼s¹F¹q¸£), and Digimax Corp. (¤Ó·¥¼vµ¬ì§Þ), August 2004~July 2006. - "Content Engineering: Research on MPEG-4/7Multimedia Technologies"
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Sponsored by National Science Council (NSC,°ê¬ì·|), CyberLink Corp. (°T³s¬ì§Þ), and Digimax Corp. (¤Ó·¥¼vµ¬ì§Þ), August 2002~July 2004. - "The Study of New Generation Video Compression Techniques - Scalable Video Codec Design"
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Sponsored by National Science Council (MSC,°ê¬ì·|), August 2002~July 2004. - "MOE Program for Promoting Academic Excellent of Universities"
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Sponsored by Ministry of Education (±Ð¨|³¡), August 2002~December 2003.
- "Intimate Media Agent: Enabling Affective Content Experience from Media Context"
- Teaching Assistant (TA)
- Information Theory and Coding Techniques, INM, NTU, spring, 2008.
Instructor: Dr. Ja-Ling Wu. - Information Theory and Coding Techniques, INM, NTU, spring, 2007.
Instructor: Dr. Ja-Ling Wu. - Introduction to Digital Signal Processing, INM, NTU, fall, 2006.
Instructor: Dr. Chu-Song Chen. - Information Theory and Coding Techniques, INM, NTU, spring, 2006.
Instructor: Dr. Ja-Ling Wu. - Introduction to Digital Signal Processing, INM, NTU, fall, 2005.
Instructor: Dr. Chu-Song Chen. - Information Theory and Coding Techniques, INM, NTU, spring, 2005.
Instructor: Dr. Ja-Ling Wu. - Introduction to Digital Signal Processing, INM, NTU, fall, 2004.
Instructor: Dr. Ja-Ling Wu. - Computer Network, CSIE, NTU, spring, 2004.
Instructor: Dr. Jau-Hsiung Huang. - Linear Algebra, CSIE, NTU, fall, 2003.
Instructor: Prof. Wen-Ming Yan.
- Information Theory and Coding Techniques, INM, NTU, spring, 2008.
- Conference Presentation
- The 17th International World Wide Web Conference (WWW 2008), 21-25 April, 2008, Beijing, China.
- The 9th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR 2007), 28-29 September, 2007, Augsburg, Germany.
- The 2007 International MultiMedia Modeling Conference (MMM 2007), 9-12 January, 2007, Singapore, Singapore.
- The 2005 International Conference on Computer Graphics, Imaging and Vision (CGIV 2005), 26 July-29 July, 2005, Beijing, China.
- The 2005 IEEE International Symposium on Circuits and Systems (ISCAS 2005), 23-26 May, 2005, Kobe, Japan.
- The 2004 IEEE Pacific-Rim Conference on Multimedia (PCM 2004), 30 November-3 December, 2004, Tokyo, Japan.
- The 2004 Workshop on Consumer Electronics and Signal Processing (2004¦~¥Á¥Í¹q¤lº[°T¸¹³B²z¬ã°Q·|, WCEsp2004), 17~18 November, 2004, Hsinchu, Taiwan.
- The 5th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR 2003), 7 November, 2003, Berkeley, CA, USA.
- Lecturer of the Training Course on Realization of ITU-T Multimedia Conferencing Standards (ITU-T¦h´CÅé·|ij¹ê²{±Ð¨|°V½m½Òµ{), National Taiwan University, 2006.
- Lecturer of the Training Course on DVBS/MPEG Decoding Process (DVBS/MPEG¸Ñ½Xµ{§Ç±Ð¨|°V½m½Òµ{), National Taiwan University, 2005.
- Student Leader, CMLab, INM, NTU, 2007~2008.
- Project Leader, CMLab, INM, NTU, 2006~2007.
- Purchase Manager, CMLab, INM, NTU, 2005~2006.
- Software Manager, CMLab, CSIE, NTU, 2003~2005.
- Part-time Patent Engineer, TSAI, LEE & CHEN Patent Attoneys & Attoneys at Law, Taipei, 2001~2002.
- Student Leader, Department of Computer Science and Infromation Engineering (CSIE'87), NTU, fall, 1999.
Professional Memberships
- Student Member, IEEE (Institute of Electrical and Electronics Engineers).
- Professional Member, ACM (Association for Computing Machinery).
- Member, IEICE (Institute of Electronics, Information and Communication Engineers).
- Member, IICM (Institute of Information and Computing Machinery).
Honors
- Member of the Phi Tau Phi Scholastic Honor Society (´´³³´´ºaÅA¾Ç·|·|û), 2008.
- Scholarship of the Taiwan Information Technology Developing Educational Foundation (°]¹Îªk¤H»OÆW¸ê°T¬ì§Þµo®i±Ð¨|°òª÷·|ÁZ¾Ç¼úª÷), Taiwan Information Technology Developing Educational Foundation, 2007.
- CyberLink Technical Elite Fellowship (°T³s¬ì§Þµ×^¼ú¾Çª÷), CyberLink Corp., 2006.
- Excellent Work Award (§»ùÖÀsÄË·L¯ºÄvÁÉ ¨Î§@), work title: "Expand your vision: glasses-based multimedia information communication platform (©Ý®i§Aªºµø³¥: ²´Ã覡¦h´CÅé¸ê°T·¾³q¥¥x)", the 1st Acer Long-term Smile Contest, Taiwan, 2006. (only 5 among 147 works are awarded)
Team work with Chih-Chieh Hsiao (¿½§Ó³Ç), Shu-Sian Yang (·¨®¤¥ý), and Peggy Chi (¬ö¨Ø§±), advised by Professors Ja-Ling Wu (§d®aÅï), Bing-Yu Chen (³¯¬±¦t), and Hao-Hua Chu (¦¶¯EµØ). - Excellent Work Award (§»ùÖÀsÄË·L¯ºÄvÁÉ ¨Î§@), work title: "Life Linker - smart digital photo frame (Life Linker - ´¼¼z«¬¼Æ¦ì¬Û®Ø)", the 1st Acer Long-term Smile Contest, Taiwan, 2006. (only 5 among 147 works are awarded)
Team work with Wei-Ta Chu (¦¶«Â¹F), Jin-Hau Kuo (³¢®Ê»¨), Chung-Yi Weng (¯Î¥ò¼Ý), Kai-Yi Cheng (¾GñZ¤¨), Yi-jung Cheng (¾G¥ì®e), and Jun-Cheng Chen (³¯Â@¥à), advised by Professors Ja-Ling Wu (§d®aÅï) and Bing-Yu Chen (³¯¬±¦t). - CVGIP2005, Best Paper Award (CVGIP¨Î§@½×¤å¼ú), the 18th IPPR Conference on Computer Vision, Graphics and Image Processing, Taipei, Taiwan, 2005. (among 280+ papers)
- WCEsp2004, IEEE Best Student Paper Award, Consumer Electronics Society - Taipei Chapter and Signal Processing Society - Taipei Chapter, 2004. (among 180+ papers)
- Inventec OKWAP Educational Scholarship (^µØ¹FOKWAP±Ð¨|¼ú¾Çª÷), Inventec Appliances Corp., 2004.
Publication
- Journal Papers
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- Wen-Huang Cheng, Yung-Yu Chuang, Yin-Tzu Lin, Chi-Chang Hsieh, Shao-Yen Fang, Bing-Yu Chen, and Ja-Ling Wu, "Semantic Analysis for Automatic Event Recognition and Segmentation of Wedding Ceremony Videos," accepted by IEEE Transaction on Circuits and Systems for Video Technology, 2008. (SCI, EI, impact factor=3.022) pdf
- Chia-Wei Wang, Wen-Huang Cheng, Jun-Cheng Chen, Shu-Sian Yang, and Ja-Ling Wu, "Film Narrative Exploration Through Analyzing Aesthetic Elements," Lecture Notes in Computer Science, vol. 4351, pp. 606-615, 2007. (SCIE, EI, impact factor=0.402) pdf
- Wen-Huang Cheng, Chia-Wei Wang, and Ja-Ling Wu, "Video Adaptation for Small Display Based on Content Recomposition," IEEE Transaction on Circuits and Systems for Video Technology, vol. 17, no. 1, pp. 43-58, January 2007. (SCI, EI, impact factor=3.022) pdf
- Chia-Chiang Ho, Ja-Ling Wu, and Wen-Huang Cheng, "A Practical Foveation-based Rate Shaping Mechanism for MPEG Videos," IEEE Transaction on Circuits and Systems for Video Technology, vol. 15, no. 11, pp. 1365-1372, November 2005. (SCI, EI, impact factor=3.022) pdf
- Wei-Ta Chu, Wen-Huang Cheng, Sheng-Fang He, Chia-Wei Wang, and Ja-Ling Wu, "A Unified Framework Using Spatial Color Descriptor and Motion-based Post Refinement for Shot Boundary Detection," GESTS International Transaction on Computer Science and Engineering, vol. 2, no. 1, pp. 133-143, March 2005. pdf
- Wen-Huang Cheng, Wei-Ta Chu, and Ja-Ling Wu, "A Visual Attention based Region-of-Interest Determination Framework for Video Sequences," IEICE Transactions on Information and Systems Journal, vol. E-88D, no. 7, pp. 1578-1586, July 2005. (SCIE, EI, impact factor=0.242) pdf
- Wei-Ta Chu, Wen-Huang Cheng, and Ja-Ling Wu, "Semantic Context Detection Using Audio Event Fusion," accepted by the EURASIP Journal on Applied Signal Processing, 2005. (SCI, EI, impact factor=0.394)
- Wei-Ta Chu, Wen-Huang Cheng, Jane Yung-Jen Hsu, and Ja-Ling Wu, "Towards Semantic Indexing and Retrieval Using Hierarchical Audio Models," ACM Multimedia Systems Journal, vol. 10, no. 6, pp. 570-583, 2005. (SCI, EI, impact factor=0.776)
- Wei-Ta Chu, Wen-Huang Cheng, Sheng-Fang He, Chia-Wei Wang, and Ja-Ling Wu, "A Unified Framework Using Spatial Color Descriptor and Motion-based Post Refinement for Shot Boundary Detection," Lecture Notes in Computer Science, vol. 3333, pp. 558-565, 2004. (SCIE, EI, impact factor=0.402) pdf
- International Conference
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- Chi-Chang Hsieh, Wen-Huang Cheng, Chia-Hu Chang, Yung-Yu Chuang, and Ja-Ling Wu, "Photo Navigator," The 16th ACM International Conference on Multimedia (MM 2008), October 27 - November 1, 2008, Vancouver, Canada. (acceptance rate=17%, 15 out of 86 full paper submissions are accepted in Applications Track)
- Wen-Huang Cheng and David Gotz, "Context-Based Page Unit Recommendation for Web-Based Sensemaking Tasks," The 17th International World Wide Web Conference (WWW 2008), 21-25 April, 2008, Beijing, China, pp. 1073-1074.
- Wen-Huang Cheng, Yung-Yu Chuang, Bing-Yu Chen, Ja-Ling Wu, Shao-Yen Fang, Yin-Tzu Lin, Chi-Chang Hsieh, Chen-Ming Pan, Wei-Ta Chu, and Min-Chun Tien, "Semantic-Event Based Analysis and Segmentation of Wedding Ceremony Videos," The 9th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR 2007), 28-29 September, 2007, Augsburg, Germany, pp. 95-104. (acceptance rate=22%)
- Chia-Wei Wang, Wen-Huang Cheng, Jun-Cheng Chen, Shu-Sian Yang, and Ja-Ling Wu, "Film Narrative Exploration Through Analyzing Aesthetic Elements," The 2007 International MultiMedia Modeling Conference (MMM 2007), 9-12 January, 2007, Singapore, Singapore. (acceptance rate=30%)
- Chia-Wei Wang, Wen-Huang Cheng, and Ja-Ling Wu, "Automatic Chapter Generation for Consumer Videos," The 2007 International Conference on Consumer Electronics (ICCE 2007), 12-14 January, 2007, Las Vegas, USA.
- Wen-Huang Cheng, Chun-Wei Hsieh, Sheng-Kai Lin, Chia-Wei Wang, and Ja-Ling Wu, "Robust Algorithm for Exemplar-based Image Inpainting," The International Conference on Computer Graphics, Imaging and Vision (CGIV 2005), 26-29 July, 2005, Beijing, China, pp. 64-69. (EI) pdf
- Chia-Ying Li, Wen-Huang Cheng, Yi-Shin Tung, Sung-Wen Wang, and Ja-Ling Wu, "Global-Motion-Compensation Based Super-Resolution Image Reconstruction for Video Decoding Applications," The 5th EURASIP Conference Focused on Speech and Image Processing, Multimedia Communications and Services (EC-SIP-M 2005), 29 June-2 July, 2005, Smolenice, Slovak. pdf
- Wen-Huang Cheng, Wei-Ta Chu, Jin-Hau Kuo, and Ja-Ling Wu, "Automatic Video Region-of-Interest Determination Based on User Attention Model," The 2005 IEEE International Symposium on Circuits and Systems (ISCAS 2005), 23-26 May, 2005, Kobe, Japan, pp. 3219-3222. (EI) pdf
- Chih-Hao Liang, Wei-Ta Chu, Jin-Hau Kuo, Ja-Ling Wu, and Wen-Huang Cheng, "Baseball Event Detection Using Game-Specific Feature Sets and Rules," The 2005 IEEE International Symposium on Circuits and Systems (ISCAS 2005), 23-26 May, 2005, Kobe, Japan, pp. 3829-3832. (EI)
- Wei-Ta Chu, Wen-Huang Cheng, and Ja-Ling Wu, "Generative and Discriminative Modeling toward Semantic Context Detection in Audio Tracks," The 2005 International Multi-Media Modeling Conference (MMM 2005), 12-14 January, Melbourne, Australia, pp. 38-45, 2005. (EI, acceptance rate=28%) pdf
- Wei-Ta Chu, Wen-Huang Cheng, Sheng-Fang He, Chia-Wei Wang, and Ja-Ling Wu, "A Unified Framework Using Spatial Color Descriptor and Motion-based Post Refinement for Shot Boundary Detection," The 2004 IEEE Pacific-Rim Conference on Multimedia (PCM 2004), 30 November-3 December, Tokyo, Japan, Lecture Notes in Computer Science, vol. 3333, pp. 558-565, 2004. (EI) pdf
- Wei-Ta Chu, Wen-Huang Cheng, Ja-Ling Wu, and Jane Yung-Jen Hsu, "A Study of Semantic Context Detection by Using SVM and GMM Approaches," The 2004 IEEE International Conference on Multimedia and Expo (ICME 2004), 27-30 June, Taipei, Taiwan, vol. 3, pp. 1591-1594, 2004. (EI) pdf
- Wen-Huang Cheng, Wei-Ta Chu, and Ja-Ling Wu, "Semantic Context Detection Based on Hierarchical Audio Models," The 5th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR 2003), 7 November, 2003, Berkeley, CA, USA, pp. 109-115. (EI, acceptance rate=16.3%) pdf
- Chia-Chiang Ho, Wen-Huang Cheng, Ting-Jian Pan, and Ja-Ling Wu, "A User-Attention Based Focus Detection Framework and Its Applications," The Fourth IEEE Pacific-Rim Conference on Multimedia (PCM 2003), 15-18 December, 2003, Singapore, pp. 1341-1345. pdf
- Yi-Shin Tung, Jin-Hau Kuo, Ja-Ling Wu, Wen-Huang Cheng, and Ting-Jian Pan, "Encoding Strategies for Realizing MPEG-4 Universal Scalable Video Coding," Visual Communications and Image Processing 2003 (VCIP 2003), SPIE, 8-11 July, 2003, Lugano, Switzerland. pdf
- Patent
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- Wen-Huang Cheng and David Gotz, "Context-Based Document Unit Recommendation for Sensemaking Tasks," US Patent, Application Number YOR920080235US1, 2008.
- MPEG Contribution
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- Yi-Shin Tung, Wei-Ta Chu, Wen-Huang Cheng, Ting-Jian Pan, Hsien-Shuo Chen, and Ja-Ling Wu, "FGS Anchor Sequences for Call for Evidence on Scalable Video Coding Advances and Related Tools," ISO/IEC JTC1/SC29/WG11 MPEG2002/M9821, July 2003.
- Yi-Shin Tung, Ting-Jian Pan, Wen-Huang Cheng, and Ja-Ling Wu, "Reports on Performance Evaluation of Current QMC and Proposed Changes to Enable Switching MC Modes in the VOP Level," ISO/IEC JTC1/SC29/WG11 MPEG2002/M9494, March 2003.
- Yi-Shin Tung, Ja-Ling Wu, Ting-Jian Pan, Wen-Huang Cheng, and Po-Kang Hsiao, "MS Reference Software Update (ERSSP included)," ISO/IEC JTC1/SC29/WG11 MPEG2002/M9493, March 2003.
- Local Conference
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- Wen-Huang Cheng and Ja-Ling Wu, "An Introduction to the Review Process of Technical Journal Papers and Reply Techniques to the Reviewer's Comments," The 2007 Cooperative Workshop of CyberLink and CML on Communications and Multimedia, 3 March, 2007, Taipei, Taiwan.
- Shao-Yen Fang, Yin-Tzu Lin, Chi-Chang Hsieh, Wen-Huang Cheng, Yung-Yu Chuang, Bing-Yu Chen, and Ja-Ling Wu, "Speech/music Discrimination in Noisy Environment," The 2007 Cooperative Workshop of CyberLink and CML on Communications and Multimedia, 3 March, 2007, Taipei, Taiwan.
- Wen-Huang Cheng, Sheng-Kai Lin, Chia-Wei Wang, Chun-Wei Hsieh, and Ja-Ling Wu, "Effective Exemplar-based Image Inpainting," The 18th IPPR Conference on Computer Vision, Graphics and Image Processing (²Ä18©¡¹q¸£µøÄ±¡B¹Ï¾Çº[¼v¹³³B²z¬ã°Q·|, CVGIP2005), 21~23 August, 2005, Taipei, Taiwan. (Best Paper Award)
- Wen-Huang Cheng, Wei-Ta Chu, and Ja-Ling Wu, "A Visual Focus Detection Framework for Video Sequences," The 2004 Workshop on Consumer Electronics and Signal Processing (2004¦~¥Á¥Í¹q¤lº[°T¸¹³B²z¬ã°Q·|, WCEsp2004), 17~18 November, 2004, Hsinchu, Taiwan. (Best Student Paper Award) pdf
- PhD Dissertation
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- Wen-Huang Cheng, "A Semantic Framework for Object-Based and Event-Based Video Content Adaptation". PhD Dissertation, National Taiwan University, Taiwan, R.O.C., June 2008. pdf
- Master Thesis
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- Wen-Huang Cheng, "User Attention Model in Region-of-Interest Determination on Videos". Master Thesis, National Taiwan University, Taiwan, R.O.C., June 2004. pdf