Projects per year
Personal profile
Research Interests
Linked Big Data Analytics, Graph Computing, Machine Learning, Computer Vision, MPEG/VCEG International Standards
Experience
1. Lead Guest Editor, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, ’16
2. Area Chair, IEEE Int. Conference on Multimedia and Expo (ICME), ’15
3. Area Chair, Visual Communications and Image Processing Conference (VCIP), ’15
4. Best Reviewer Award, Visual Communications and Image Processing Conference (VCIP), ’13
5. Technical Program Co-chair, Visual Communications and Image Processing Conference (VCIP), ’11
6.Review Committee Member, IEEE Int. Symposium on Circuits and Systems (ISCAS), ’12 – ’16
7. Best Paper Committee Member, IEEE Int. Conference on Multimedia & Expo (ICME), ’10
8. Special Session Organizer, APSIPA ASC-2014, ASC-2010; IEEE ICME-2010
-Special Session on HEVC Screen Content Coding (ASC-14); Special Session on High-Efficiency Video
-Coding (ASC-10); Special Session on High-Quality Video Coding (ICME-10)
-Coordinated and invited 5+ papers for each special session
9. Technical Program Committee Member, IEEE Int. Symposium on Multimedia (ISM), ’08 – ’15
10. Technical Program Committee Member, IEEE Int. Symposium on Consumer Electronics (ISCE), ’13
11.Technical Program Co-chair, IEEE Workshop on Scalable Video Coding and Transport, ’07
12. Reviewers for major journals/conferences: IEEE Trans. Multimedia (T-MM); IEEE Trans. Circuits Syst.
Video Technol. (T-CSVT); IEEE Trans. Image Process. (T-IP); IEEE J. Emerging Select. Topics in Circuits Syst. (JETCAS); J. Visual Commun. Image Representation (JVCI); IEEE Int. Conf. Multimedia and Expo (ICME), Visual Commun. Image Process. Conf. (VCIP); IEEE Int. Symp. Circuits Syst. (ISCAS); IEEE Int. Conf. on Image Process. (ICIP); Asia-Pacific Signal and Inform. Process. Assoc. Annu. Summit Conf. (ASC)
Education/Academic qualification
PhD, National Yang Ming Chiao Tung University
External positions
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Projects
- 18 Finished
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Video Compression Based On Generative Model
1/01/20 → 31/01/21
Project: Government Ministry › Ministry of Science and Technology
-
教育部智慧聯網技術與應用人才培育計畫--智慧製造電子應用聯盟-課程(模組)發展計畫-半導體工業大數據分析基礎架構-深度學習與實務Deep Learning and Practice
6/11/17 → 31/03/19
Project: Government Ministry › Ministry of Education(Include School)
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智慧型RGB-D視訊之建模、分析、處理及檢索技術研究-總計畫暨子計畫一：RGB-D 視訊資料之特徵學習、內容分析及內容表述技術研究
1/08/17 → 31/07/18
Project: Government Ministry › Ministry of Science and Technology
-
Deep Learning for Visual Search from RGB-D Data
1/08/17 → 31/07/18
Project: Government Ministry › Ministry of Science and Technology
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智慧型RGB-D視訊之建模、分析、處理及檢索技術研究-總計畫暨子計畫一：RGB-D 視訊資料之特徵學習、內容分析及內容表述技術研究
1/08/16 → 31/07/17
Project: Government Ministry › Ministry of Science and Technology
-
A Dual-Critic Reinforcement Learning Framework for Frame-Level Bit Allocation in HEVC/H.265
Ho, Y. H., Jin, G. L., Liang, Y., Peng, W. H. & Li, X., Mar 2021, Proceedings - DCC 2021: 2021 Data Compression Conference. Bilgin, A., Marcellin, M. W., Serra-Sagrista, J. & Storer, J. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 213-222 10 p. 9418757. (Data Compression Conference Proceedings; vol. 2021-March).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Class-Incremental Learning with Rectified Feature-Graph Preservation
Lei, C. H., Chen, Y. H., Peng, W. H. & Chiu, W. C., 2021, Computer Vision – ACCV 2020 - 15th Asian Conference on Computer Vision, 2020, Revised Selected Papers. Ishikawa, H., Liu, C-L., Pajdla, T. & Shi, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 358-374 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12627 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Adaptive Unknown Object Rearrangement Using Low-Cost Tabletop Robot
Chai, C. Y., Peng, W. H. & Tsao, S. L., May 2020, 2020 IEEE International Conference on Robotics and Automation, ICRA 2020. Institute of Electrical and Electronics Engineers Inc., p. 2372-2378 7 p. 9197356. (Proceedings - IEEE International Conference on Robotics and Automation).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
A Hybrid Layered Image Compressor with Deep-Learning Technique
Lee, W. C., Chang, C. P., Peng, W. H. & Hang, H. M., 21 Sep 2020, IEEE 22nd International Workshop on Multimedia Signal Processing, MMSP 2020. Institute of Electrical and Electronics Engineers Inc., 9287130. (IEEE 22nd International Workshop on Multimedia Signal Processing, MMSP 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Deep Video Prediction Through Sparse Motion Regularization
Ho, Y. H., Chan, C. C. & Peng, W. H., Oct 2020, 2020 IEEE International Conference on Image Processing, ICIP 2020 - Proceedings. IEEE Computer Society, p. 1646-1650 5 p. 9191154. (Proceedings - International Conference on Image Processing, ICIP; vol. 2020-October).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Prizes
-
Distinguished Lecturer, Asia-Pacific Signal and Information Processing Association
Peng, Wen-Hsiao (Recipient), 2017
Prize: Honorary award
-
Excellent Mentor, National Chiao Tung University
Peng, Wen-Hsiao (Recipient), 2010
Prize: Honorary award
-
Excellent Mentor, National Chiao Tung University
Peng, Wen-Hsiao (Recipient), 2012
Prize: Honorary award
-
Young Engineer Award, Chinese Institute of Electrical Engineerin
Peng, Wen-Hsiao (Recipient), 2013
Prize: Honorary award
Activities
- 3 Editorial work
-
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (Event)
Wen-Hsiao Peng (Member of editorial board)
1 Mar 2019 → 31 Dec 2020Activity: Publication peer-review and editorial work › Editorial work
-
IEEE Journal on Emerging and Selected Topics in Circuits and Systems (Event)
Wen-Hsiao Peng (Member of editorial board)
1 Jan 2018 → 31 Dec 2018Activity: Publication peer-review and editorial work › Editorial work
-
IEEE Journal on Emerging and Selected Topics in Circuits and Systems (Event)
Wen-Hsiao Peng (Member of editorial board)
1 Jan 2017 → 31 Dec 2019Activity: Publication peer-review and editorial work › Editorial work