Research Highlights

   

By Topics:

Activity/Event Analysis for Video Surveillance

Video Coding and Compression

Video/Image Enhancement

Multimedia Search and Social Media

            

 

 Activity/Event Analysis for Video Surveillance

 

 

Summarizing surveillance videos with local-patch-learning-based abnormality detection, blob sequence optimization, and synopsis

Weiyao Lin, Y. Zhang, J. Lu, B. Zhou, J. Wang, Y. Zhou

Neurocomputing, vol. 155, pp. 84-98, 2015.

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A New Network-based Algorithm for Human Activity Recognition in Videos

Weiyao Lin, Y. Chen, J. Wu, H. Wang, B. Sheng, H. Li

IEEE Trans. Circuits and Systems for Video Technology, vol. 24, no. 5, pp. 826-841, 2014.

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Finding coherent motions and semantic regions in crowd scenes: a diffusion and clustering approach

W. Wang, Weiyao Lin, Y. Chen, J. Wu, J. Wang, B. Sheng

European Conf. Computer Vision (ECCV), 2014.

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Representing and recognizing motion trajectories: a tube and droplet approach

Y. Zhou, Weiyao Lin, H. Su, J. Wu, J. Wang, Y. Zhou

ACM Multimedia (MM), 2014.

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A new heat-map-based algorithm for recognizing group activities in videos

Weiyao Lin, H. Chu, J. Wu, B. Sheng, Z. Chen

IEEE Trans. Circuits and Systems for Video Technology, vol. 23, no. 11, pp. 1980-1992, 2013.

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Parsing collective behaviors by hierarchical model with varying structure

C. Zhang, X. Yang, J. Zhu, Weiyao Lin

ACM Multimedia (MM), 2012.

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Group event detection with a varying number of group members for video surveillance

Weiyao Lin, M.-T. Sun, R. Poovendran, Z. Zhang

IEEE Trans. Circuits and Systems for Video Technology, vol. 20, no. 8, pp. 1057-1067, 2010.

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Activity recognition using a combination of category components and local models for video surveillance

Weiyao Lin, M.-T. Sun, R. Poovendran, Z. Zhang

IEEE Trans. Circuits and Systems for Video Technology, vol. 18, pp. 1128-1139, 2008.

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Video Coding and Compression

 

  

An efficient coding method for coding region-of-interest locations in AVS2

M. Chen, Weiyao Lin, X. Zhen

IEEE Intl. Conf. Multimedia & Expo Workshop (ICME), 2014.

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Macroblock classification for video applications involving motions

Weiyao Lin, M.-T. Sun, H. Li, Z. Chen, W. Li, B. Zhou

IEEE Trans. Broadcasting, vol. 58, no. 1, pp. 34-46, 2012.

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Region-based rate control for H.264/AVC for low bit-rate applications

H. Hu, B. Li, Weiyao Lin, W. Li, M.-T. Sun

IEEE Trans. Circuits and Systems for Video Technology, vol. 22, no. 11, pp. 1564-1576, 2012.

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A fast sub-pixel motion estimation algorithm for H.264/AVC video coding

Weiyao Lin, K. Panusopone, D. Baylon, M.-T. Sun

IEEE Trans. Circuits and Systems for Video Technology, vol. 21, no. 2, pp. 237-242, 2011.

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A computation control motion estimation method for complexity scalable video coding

Weiyao Lin, K. Panusopone, D. Baylon, M.-T. Sun

IEEE Trans. Circuits and Systems for Video Technology, vol. 20, no. 11, pp. 1533-1543, 2010.

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A new class-based early termination method for fast motion estimation in video coding

Weiyao Lin, K. Panusopone, D. Baylon, M.-T. Sun

IEEE Intl. Symp. Circuits and Systems (ISCAS), 2009.

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Video/Image Enhancement

 

 

Facial expression cloning with elastic and muscle models

Y. Zhang, Weiyao Lin, B. Zhou, Z. Chen, B. Sheng, J. Wu

Journal of Visual Communication and Image Representation, vol. 25, no. 5, pp. 916-927, 2014. 

pdf     Media Report by BBC Future

 

 

 

 

Intra-and-inter-constraint-based video enhancement based on piecewise tone mapping

Y. Chen, Weiyao Lin, C. Zhang, Z. Chen, N. Xu, J. Xie

IEEE Trans. Circuits and Systems for Video Technology, vol. 23, no. 1, pp. 74-82, 2013. 

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Improved image deblurring based on salient-region segmentation

C. Zhang, Weiyao Lin, W. Li, B. Zhou, J. Xie, J. Li

Signal Processing: Image Communication, vol. 28, no. 9, pp. 1171-1186, 2013.

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Multiscale semi-local interpolation with anti-aliasing

K. Guo, X. Yang, H. Zha, Weiyao Lin, S. Yu

IEEE Trans. Image Processing, vol. 21, no. 2, pp. 615-625, 2012.

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Multimedia Search and Social Media

 

 

 

Tree-based Visualization and Optimization for Image Collection

X. Han, C. Zhang, Weiyao Lin, M. Xu, B. Sheng, T. Mei

IEEE Trans. Cybernetics, 2015.

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Inferring user image search goals under the implicit guidance of users

Z. Lu, X. Yang, Weiyao Lin, H. Zha, X. Chen

IEEE Trans. Circuits and Systems for Video Technology, vol. 24, no. 3, pp. 394-406, 2014.

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A new algorithm for inferring user search goals with feedback sessions

Z. Lu, H. Zha, X. Yang, Weiyao Lin, Z. Zheng

IEEE Trans. Knowledge and Data Engineering, vol. 25, no. 3, pp. 502-513, 2013.

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Integrating visual saliency and consistency for re-ranking image search results

J. Huang, X. Yang, X. Fang, Weiyao Lin, R. Zhang

IEEE Trans. Multimedia, vol. 13, no. 4, pp. 653-661, 2011.

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