個人簡介
林巍嶢於2003年和2005年獲上海交通大學學士和碩士學位，2010年獲美國華盛頓大學(University of Washington-Seattle)博士, 2010起加入上海交通大學任教。主要研究領域包括視頻內容分析,機器學習,計算機視覺,視頻和圖象處理,視頻編碼壓縮和網路安全等。參與多項美國政府與公司科研項目。曾在Motorola，RealNetworks和Thomson等公司實習。申請和授權美國發明專利5項。在國際刊物和會議上發表論文20餘篇,其中第一作者15篇。他是IEEE member., IEEE Technical Committee on Multimedia Communications (MMTC)委員。IEEE國際會議ICME 2010 TPC member，2010 SJTU-Hanyang University Joint Workshop Co-chair。擔任IEEE Transactions on Circuits and Systems for Video Technology，IEEE Transactions on VLSI Systems，Journal of Visual Communication and Image Representation, EUROSIP Journals on Signal Processing, ACM Transactions on MCCAP, International Conference on Circuits and Systems (ISCAS), International Conference on Multimedia & Expo (ICME), International Conference on Image Processing (ICIP)等主流期刊和會議的審稿人。
研究方向
(1)視頻內容分析,機器學習,計算機視覺,視頻和圖象處理(2)視頻編碼,網路安全
(3)搜尋，數據挖掘
項目
Principle Investigator, National Science Foundation of China, "Study on Human Activity Recognition based on Limited Sample Learning and Multimodality Fusion," 2011-2013.Principle Investigator, SMC scholarship grant of SJTU, 2012-2014.
Principle Investigator, FA video surveillance grant, 2012-2013.p
Principle Investigator, Scientific research foundation for returned overseas scholars, 2012-2015
代表論文
- [1] Weiyao Lin
- , Krit Panusopone, David Baylon, Ming-Ting Sun, Zhenzhong Chen, Hongxiang Li,“A fast sub-pixel motion estimation algorithm for H.264/AVC video coding,” accepted by IEEE Trans. Circuits and Systems for Video Technology, 2011.
[2]Weiyao Lin, Krit Panusopone, David Baylon, Ming-Ting Sun, “A computation control motion estimation method for complexity scalable video coding,” IEEE Trans. Circuits and Systems for Video Technology, vol. 20, no. 11, pp. 1533-1543, 2010.
[3]Weiyao Lin, Ming-Ting Sun, Radha Poovendran, Zhengyou Zhang, “Group event detection with a varying number of group members for video surveillance,” IEEE Trans. Circuits and Systems for Video Technology, vol. 20, no. 8, pp. 1057-1067, 2010.
[4]Weiyao Lin, Ming-Ting Sun, Radha Poovendran, Zhengyou Zhang, “Activity recognition using a combination of category components and local models for video surveillance,” IEEE Trans. Circuits and Systems for Video Technology, vol. 18, pp. 1128-1139, 2008.
[5]Weiyao Lin, Ming-Ting Sun, Hongxiang Li, Hai-Miao Hu, “A new shot change detection method using information from motion estimation,” Pacific-Rim Conference on Multimedia, 2010.
[6]Weiyao Lin, Ming-Ting Sun, Radha Poovendran, Zhengyou Zhang, “Group event detection for video surveillance,” IEEE International Symposium on Circuits and Systems, 2009.
[7]Weiyao Lin, Krit Panusopone, David Baylon, Ming-Ting Sun “A new class-based early termination method for fast motion estimation in video coding,” IEEE International Symposium on Circuits and Systems, 2009.
[8]Weiyao Lin, Ming-Ting Sun, Radha Poovendran, Zhengyou Zhang, “Human activity recognition for video surveillance,” IEEE International Symposium on Circuits and Systems, 2008.
教學
Undergraduate Courses:- ES311Principles of Communication(English class), 2010-Now
- SE340Digital Image Processing(English class), 2012-Now
- Graduate Courses:
- Communication Principles(Chinese class), 2011-No
代表專利
[9]美國專利：Method and apparatus for fast motion estimation, USPTO Applicaton #: 2010061458[10]美國專利：Method and apparatus for complexity-scalable motion estimation, USPTO Applicaton #: 2010061459
期刊論文
[1] Z. Lu, X. Yang,Weiyao Lin, H. Zha, X. Chen, "Inferring user image search goals under the implicit guidance of users," accepted by IEEE Trans. Circuits and Systems for Video Technology, 2013.[2] S. Khan, S. Manadi, I. Khan, J. Kolodziej, H. Li,Weiyao Lin, K. Yow, C. Xu, "A survey on blind image forgery detection," accepted by IET Image Processing, 2013.
[3] Y. Chen,Weiyao Lin, C. Zhang, Z. Chen, N. Xu, J. Xie, "Intra-and-inter-constraint-based video enhancement based on piecewise tone mapping," IEEE Trans. Circuits and Systems for Video Technology, vol. 23, no. 1, pp. 74-82, 2013.
[4] Z. Lu, H. Zha, X. Yang,Weiyao Lin, Z. Zheng, "A new algorithm for inferring user search goals with feedback sessions," IEEE Trans. Knowledge and Data Engineering, vol. 25, no. 3, pp. 502-513, 2013.
[5] Y. Du, H. Li,Weiyao Lin, X. Wang, L. Liu, S. Khan, "A new cooperative spectrum sensing scheme for cognitive ad-hoc networks," ACM/Springer Mobile Networks and Applications, vol. 17, no. 6, pp. 746-757, 2012.
[6] H. Hu, B. Li,Weiyao Lin, W. Li, M.-T. Sun, "Region-based rate control for H.264/AVC for low bit-rate applications," IEEE Trans. Circuits and Systems for Video Technology, vol. 22, no. 11, pp. 1564-1576, 2012.
[7]Weiyao Lin, M.-T. Sun, H. Li, Z. Chen, W. Li, B. Zhou, "Macroblock classification for video applications involving motions," IEEE Trans. Broadcasting, vol. 58, no. 1, pp. 34-46, 2012.
[8] K. Guo, X. Yang,Weiyao Lin, R. Zhang, S. Yu, "Learning based super-resolution method with a combining of both global and local constraints," IET Image Processing, vol. 6, no. 4, pp. 337-344, 2012.
[9] K. Guo, X. Yang, H. Zha,Weiyao Lin, S. Yu, "Multiscale semi-local interpolation with anti-aliasing," IEEE Trans. Image Processing, vol. 21, no. 2, pp. 615-625, 2012.
[10] H. Hu,Weiyao Lin, B. Li, M.-T. Sun, "A region-based rate-control scheme using inter-layer information for H.264/SVC," Journal of Visual Communication and Image Representation, vol. 22, no. 7, pp. 615-626, 2011.
[11] H. Hu, B. Li,Weiyao Lin, M.-T. Sun, "A rate-control algorithm using inter-layer information for H.264/SVC for low-delay applications," Journal of Visual Communication and Image Representation, vol. 22, no. 6, pp. 504-515, 2011.
[12] X. Chen, X. Yang, S. Zhen,Weiyao Lin, R. Zhang, G. Zhai, "A new image quality assessment method using wavelet leader pyramids," Optical Engineering, vol. 50, no. 6, 2011.
[13] J. Huang, X. Yang, X. Fang,Weiyao Lin, R. Zhang, "Integrating visual saliency and consistency for re-ranking image search results," IEEE Trans. Multimedia, vol. 13, no. 4, pp. 653-661, 2011.
[14] F. Lu, X. Yang,Weiyao Lin, R. Zhang, S. Yu, "Image classification with multiple feature channels," Optical Engineering, vol. 50, no. 5, 2011.
[15] K. Guo, X. Yang,Weiyao Lin, R. Zhang, S. Yu, "Self synthesis with sparse prior for image interpolation," Optical Engineering, vol. 50, no. 5, 2011.
[16] R. Rao,Weiyao Lin, L. Chen, "A global-motion-estimation-based method for nighttime video enhancement," Optical Engineering, vol. 50, no. 5, 2011.
[17]Weiyao Lin, K. Panusopone, D. Baylon, M.-T. Sun, Z. Chen, H. Li, "A fast sub-pixel motion estimation algorithm for H.264/AVC video coding," IEEE Trans. Circuits and Systems for Video Technology, vol. 21, no. 2, pp. 237-242, 2011.
[18]Weiyao Lin, K. Panusopone, D. Baylon, M.-T. Sun, "A computation control motion estimation method for complexity scalable video coding," IEEE Trans. Circuits and Systems for Video Technology, vol. 20, no. 11, pp. 1533-1543, 2010.
[19]Weiyao Lin, Ming-Ting Sun, Radha Poovendran, Zhengyou Zhang, "Group event detection with a varying number of group members for video surveillance," IEEE Trans. Circuits and Systems for Video Technology, vol. 20, no. 8, pp. 1057-1067, 2010.
[20] Y. Rao,Weiyao Lin, L. Chen, "Image-based fusion for video enhancement of nighttime surveillance," Optical Engineering, vol. 49, no.12, 2010.
[21] Y. Rao, L. Chen, Q. Liu,Weiyao Lin, Y. Li, J. Zhou, "Real-time control of individual agents for crowd simulation," Multimedia Tools and Applications, 2010.
[22]Weiyao Lin, Ming-Ting Sun, Radha Poovendran, Zhengyou Zhang, "Activity recognition using a combination of category components and local models for video surveillance," IEEE Trans. Circuits and Systems for Video Technology, vol. 18, pp. 1128-1139, 2008.
會議論文
[23] X. Su,Weiyao Lin, X. Zhen, X. Han,H. Chu, X. Zhang, "A new local-main-gradient-orientation HOG and contour difference based algorithm for object classification," IEEE International Symposium on Circuits and Systems (ISCAS), 2013.[24] G. Li,Weiyao Lin, S. Zhang, J. Wu, Y. Chen, H. Wei, "A new network-based algorithm for human group activity recognition in videos," The International Conference on Multimedia Modeling (MMM), 2013.
[25] Y. Zhang, J. Wu,Weiyao Lin, "Exclusive visual descriptor quantization," Asian Conference on Computer Vision (ACCV), 2012.
[26] H. Yang, Y. Cao, S. Wu,Weiyao Lin, S. Zheng, "Abnormal crowd behavior detection based on local pressure model," Asia Pacific Signal and Processing Association Annual Summit and Conference (APSIPA ASC), 2012.
[27] X. Han, G. Li,Weiyao Lin, X. Su, H. Li, H. Wei, "Periodic motion detection with ROI-based similarity measure and extrema-based reference-frame selection," Asia Pacific Signal and Processing Association Annual Summit and Conference (APSIPA ASC), 2012.
[28] C. Zhang, X. Yang,Weiyao Lin, J. Zhu, "Recognizing human group behaviors with multi-group causalities," Behavior Informatics Workshop (in conjunction with IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology), 2012.
[29] B. Fan, X. Yang, X. Zhou,Weiyao Lin, C. Chen, "A coarse to fine facial key landmark points locating algorithm based on active shape model," Behavior Informatics Workshop (in conjunction with IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology), 2012.
[30] Y. Tao, Y. Chen,Weiyao Lin, X. Han, H. Li, Z. Lu, "A patch-based framework for detecting abnormal activities with a PTZ camera," IEEE Visual Communications and Image Processing (VCIP), 2012.
[31] Z. Lu, X. Yang,Weiyao Lin, H. Zha, "Inferring user image-search goals by mining query logs with semi-supervised spectral clustering,"IEEE Visual Communications and Image Processing (VCIP), 2012.
[32] T. Tran, H. Li,Weiyao Lin, L. Liu, S. Khan, "Adaptive scheduling for multicasting hard deadline constrained prioritized data via network coding," IEEE Global Communications Conference (GLOBECOM), 2012.
[33] G. Ru, H. Li, T. Tran,Weiyao Lin, L. Liu, H. Wu, "Distributed optimal power control for multicarrier cognitive systems," IEEE Global Communications Conference (GLOBECOM), 2012.
[34] H. Chu,Weiyao Lin,J. Wu, X. Zhou, Y. Chen, H. Li, "A new heat-map-based algorithm for human group activity recognition," ACM Multimedia, 2012.
[35]C. Zhang, X. Yang,Weiyao Lin, J. Zhu, "Parsing collective behaviors by hierarchical model with varying structure,"ACM Multimedia, 2012.
[36] B. Fan,Weiyao Lin, X. Yang, "An efficient framework for recognizing traffic lights in night traffic images," IEEE International Congress on Image and Signal Processing and IEEE International Conference on BioMedical Engineering and Informatics (CISP-BMEI), 2012.
[37] B. Jin,Weiyao Lin, J. Wu, T. Wu, J. Huang, C. Zhang, "Layout-expectation-based model for image search re-ranking," IEEE International Conference on Multimedia & Expo (ICME), 2012.
[38] D. He, W. Li, F. Zhu,Weiyao Lin, "An enhanced covariance spectrum sensing technique based on stochastic resource in cognitive radio networks," IEEE International Symposium on Circuits and Systems (ISCAS), 2012.
[39] Y. Zhang,Weiyao Lin, B. Sheng, J. Wu, H. Li, C. Zhang, "Facial expression mapping based on elastic and muscle-distribution-based models," IEEE International Symposium on Circuits and Systems (ISCAS), 2012.
[40] N. Xu,Weiyao Lin, Y. Zhou, Y. Chen, Z. Chen, H. Li, "A new global-based video enhancement algorithm by fusing features of multiple region-of-interests," IEEE Visual Communications and Image Processing (VCIP), 2011.
[41] Y. Chen,Weiyao Lin, H. Li, H. Luo, Y. Tao, D. Liu, "A new package-group-transmission-based algorithm for human activity recognition in videos," IEEE Visual Communications and Image Processing (VCIP), 2011(Invited paper).
[42] Z. Lu, X. Yang,Weiyao Lin, X. Chen, H. Zha, "Inferring users' image-search goals with pseudo-images,"IEEE Visual Communications and Image Processing (VCIP), 2011.
[43] Y. Lu, G. Ru, H. Li, Y. Cheng,Weiyao Lin, "Frequency saving OFDMA resource allocation with QoS provision," International ICST Wireless Internet Conference (WICON), 2011.
[44] Y. Du, H. Li, S. Wu,Weiyao Lin, X. Wang, "A new cooperative spectrum sensing scheme for cognitive ad-hoc networks," International ICST Wireless Internet Conference (WICON), 2011.
[45] J. Hu, B. Jin,Weiyao Lin, J. Huang, H. Luo, Z. Chen, H. Li, "Saliency-based visualization for image search," IEEE International Workshop on Multimedia Signal Processing (MMSP), 2011.
[46] Y. Ren, B. Fan,Weiyao Lin, X. Yang, H. Li, W. Li, D. Liu, "An efficient framework for analyzing periodical activities in sports videos," IEEE International Congress on Image and Signal Processing and IEEE International Conference on BioMedical Engineering and Informatics (CISP-BMEI), 2011.
[47] G. Ru, H. Li, S. Liu,Weiyao Lin, L. Liu, X. Wang, "Spectrum Optimization for OFDMA Based Wireless Networks with Guaranteed QoS Provision," IEEE Vehicular Technology Conference (VTC), 2011.
[48] S. Liu, H. Li, G. Ru,Weiyao Lin, L. Liu, Y. Yi, "Capacity Analysis for DPC-based Multi-layer Broadcast and Unicast Hybrid System," IEEE Vehicular Technology Conference (VTC), 2011.
[49] Y. Zhou, X. Yang,Weiyao Lin, Y. Xu, L. Xu,"Hypothesis comparison guided cross validation for unsupervised signer adaptation," IEEE International Conference on Multimedia & Expo (ICME), 2011.
[50] H. Gao,Weiyao Lin, X. Yang, H. Li, N. Xu, J. Xie, Y. Li,"A new network-based algorithm for multi-camera abnormal activity detection," IEEE International Symposium on Circuits and Systems (ISCAS), 2011.
[51] J. Xie,Weiyao Lin, H. Li, N. Xu, H. Gao, L. Zhang,"A new temporal-constraint-based algorithm by handling temporal qualities for video enhancement," IEEE International Symposium on Circuits and Systems (ISCAS), 2011.
[52]Weiyao Lin, M.-T. Sun, H. Li, H.-M. Hu,"A new shot change detection method using information from motion estimation," Pacific-Rim Conference on Multimedia (PCM), 2010.
[53]Weiyao Lin, H. Li, C. Wang, W. Li,"An analysis of the combination of global and local models for activity recognition in videos," IEEE International Congress on Image and Signal Processing and IEEE International Conference on BioMedical Engineering and Informatics (CISP-BMEI), 2010.
[54]Weiyao Lin, K. Panusopone, D. Baylon, M.-T. Sun, H. Li,"A Loose-Strategy-Based Complexity Scalable Motion Estimation Method for Video Coding," IEEE International Congress on Image and Signal Processing and IEEE International Conference on BioMedical Engineering and Informatics (CISP-BMEI), 2010.
[55]Weiyao Lin, M.-T. Sun, R. Poovendran, Z. Zhang,"Group event detection for video surveillance," IEEE International Symposium on Circuits and Systems (ISCAS), Taipei, 2009.
[56]Weiyao Lin, K. Panusopone, D. Baylon, M.-T. Sun,"A new one-pass complexity-scalable computation-control method for video coding," IEEE International Symposium on Circuits and Systems (ISCAS), Taipei, 2009.
[57]Weiyao Lin, K. Panusopone, D. Baylon, M.-T. Sun,"A new class-based early termination method for fast motion estimation in video coding," IEEE International Symposium on Circuits and Systems (ISCAS), Taipei, 2009.
[58]Weiyao Lin, M.-T. Sun, R. Poovendran, Z. Zhang,"Human activity recognition for video surveillance," IEEE International Symposium on Circuits and Systems (ISCAS), Seattle, 2008(Invited paper).
[59]Weiyao Lin, D. Baylon, K. Panusopone, M.-T. Sun,"Sub-pixel motion estimation and mode decision for H.264," IEEE International Symposium on Circuits and Systems (ISCAS), Seattle, 2008.
專利
[60] Methods and apparatus for efficient adaptive filtering for video encoders and decoders, US Patent #:US20130016768, European Patent #: EP2489188[61] Method and apparatus for fast motion estimation, Publication #: US2010061458 (US patent)
[62] Method and apparatus for complexity-scalable motion estimation, Publication #: US2010061459 (US patent)
[63] Methods and apparatus for fusion-based spatial-temporal video enhancement(Chinese patent)
[64] Methods and apparatus for periodic motion detection based on sports videos(Chinese patent)
專著
Weiyao Lin, "Video Surveillance: New Technologies and Developments," VDM Verlag, ISBN:978-3-639-34220-8,2011.Weiyao Lin, "Video Surveillance," InTech Press, ISBN: 978-953-307-436-8, 2011.
學生
在讀學生
- Hongyu Gao
- Bo Fan
- Yuanzhe Chen
- Sheng Zhang
- Yihao Zhang
畢業學生
- Jun Xie (Ph.D candidate, University of Washington-Seattle, US)
- Ning Xu (Ph.D candidate, University of Illinois at Urbana Champaign, US)
- Bin Jin (Ph.D candidate, EPFL, Switzerland)
- Yan Li (Ph.D candidate, HKUST, Hong Kong)
- Yisi Tao (Master candidate, University of California at Los Angeles, US)
- Jiajie Hu (Master candidate, SJTU)
- Changyou Deng (Master candidate, SJTU)
- Wuchong Liu (Huawei, Shanghai, China)
學術活動
- Member: IEEE, ACM, China Computer Federation (CCF)
- Professional Affiliations: IEEE Visual Signal Processing and Communications Technical Committee (VSPC TC), IEEE Multimedia Systems and Applications Technical Committee (MSA TC), CCF Technical Committee on Multimedia
- Associate Editor:IEEE Access
- Guest Editors: Journal of Visual Communication and Image Representation (JVCI),Special Issue on Recent Advances on Analysis and Processing for Distributed Video Systems, 2011-2012; Journal of Electrical and Computer Engineering (JECE),Special Issue on Image and Video Quality Measurement and Assessment,2012-2013;
- General Chair:The 2nd Internal Workshop on Emerging Multimedia Systems and Applications(in conjunction with International Conference on Multimedia and Expo (ICME)'2013)
- Special Session Organizer: Visual Communication & Image Processing (VCIP) 2011,Special Session on advanced techniques for distributed video processing and communications; APSIPA Annual Summit and Conference 2012,Camera-based Human Centric Computing: Technology and Applications
- Co-chair and area chair: SJTU-HYU Joint Workshop 2010, IEEE Visual Communications and Image Processing (VCIP) 2012.
- Conference RC and PC members: International Conference on Multimedia & Expo (ICME) 2010-2012, ACM Multimedia SRED workshop 2011, IEEE Visual Communications and Image Processing (VCIP) 2011-2012, Asia Pacific Signal and Processing Association Annual Summit and Conference (APSIPA ASC) 2011-2013, International Symposium on Circuits and Systems (ISCAS) 2012-2013, IEEE Conference on Computer Vision and Pattern Recognition 3D workshop (CVPR) 2012, Asian Conference on Computer Vision (ACCV) 2012, International Joint Conferences on Artificial Intelligence (IJCAI) 2013
- Journal Reviewer: IEEE Transactions on Circuits and Systems for Video Technology, IEEE Transactions on Image Processing, IEEE Transactions on Multimedia, IEEE Transactions on VLSI Systems, IEEE Transactions on Broadcasting, Information Sciences, Journal of Visual Communication and Image Representation, Signal Processing: Image Communication, EUROSIP Journals on Signal Processing, ACM Transactions on MCCAP, The Visual Computer，Neurocomputing, Optical Engineering, International Journal of Communication Systems, Machine Vision and Applications
- Conference Reviewer: International Conference on Circuits and Systems (ISCAS), International Conference on Multimedia and Expo (ICME), International Conference on Image Processing (ICIP), IEEE Visual Communications and Image Processing (VCIP), IEEE International Congress on Image and Signal Processing and IEEE International Conference on BioMedical Engineering and Informatics (CISP-BMEI), Asia Pacific Signal and Processing Association Annual Summit and Conference (APSIPA ASC),etc.
