Biography

Interests

Funds

Publications

Books

Projects

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Dr. Shifeng CHEN

    BS'02(USTC), MS'05(CityU), PHD'08(CUHK)

    Laboratory for Multimedia Integrated Technologies

    Shenzhen Institutes of Advanced Technology (SIAT)

    Chinese Academy of Science (CAS)

Contact Informaton:

    Email: shifeng.chen@siat.ac.cn

    Tel: +86 755 8639-2199

    Add: 1068 Xueyuan Avenue, Shenzhen University Town, Shenzhen, P.R. China

Ÿ  Biography


Shifeng Chen received the B.E. degree from the University of Science and Technology of China (USTC), Hefei, in 2002, the M.Phil. degree from City University (CityU) of Hong Kong, Hong Kong, in 2005, and the Ph.D. Degree from the Chinese University of Hong Kong (CUHK), Hong Kong, in 2008. In 2009, he joined the Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS), China. His research interests include computer vision, pattern recognition, and multimedia processing.

Ÿ  Interests


Computer Vision, Image/Video Processing, Multimedia Processing, Machine Learning, Pattern Recognition

Ÿ  Funds


[1]           "A Study on Content-Based Video Editing," National Science and Natural Foundation, 2010/01-2012/12, RMB 190K, PI.

[2]           "Video Processing Based on Spatial-Temporal Coherence," Shenzhen Research and Develop Foundation, 2011/01-2012/12, RMB 100K, PI.

[3]           "A Study on Content-Based Video Editing," Shenzhen Research and Develop Foundation, 2011/07-2012/12, RMB 57K, PI.

Ÿ  Publications


[1]           W. Zhang, C. Cao, S. Chen, J. Liu, and X. Tang, "Style Transfer via Image Component Analysis," IEEE Trans. on Multimedia (TMM), accepted.  [pdf]

[2]           S. Chen, M. Liu, W. Zhang, and J. Liu, Edge Preserving Image Denoising with a Closed Form Solution, Pattern Recognition (PR), Volume 46, Issue 3, Pages 976C988, March 2013. [pdf]

[3]           Chen, L. Cao, Y. Wang, J. Liu, and X. Tang, Image Segmentation by MAP-ML Estimations, IEEE Trans. on Image Processing (TIP), vol. 19, no. 9, pp. 2254-2264, 2010. [pdf]

[4]           C. Cao, S. Chen, Y. Li, and J. Liu, Online Non-feedback Image Re-ranking via Dominant Data Selection, Proc. ACM Multimedia (ACM-MM), 2012. [pdf]

[5]           C. Cao, S. Chen, C. Zou, and J. Liu, Locating High-density Clusters with Noisy Queries, Proc. Int'l Conf. Pattern Recognition (ICPR), 2012. [pdf]

[6]           Q. Zhou, S. Chen, J. Liu, and X. Tang, "Edge-Preserving Single Image Super-Resolution," ACM Multimedia (ACM-MM), 2011. [pdf]

[7]           C. Cao, S. Chen, W. Zhang, and X. Tang, "Automatic Motion-Guided Video Stylization and Personalization," ACM Multimedia (ACM-MM), 2011. [pdf]

[8]           S. Chen, Y. Qiao, Image Segmentation via Multi-Scaled Belief Propagation, ICIA 2011. [pdf]

[9]           W. Zhang,  Y. Qiao, C. Xu, and S. Chen, Robust Non-Rigid 3D Tracking For Face Recognition in Real-world Videos, ICIA 2011. [pdf]

[10]      J. Hu, S. Chen, J. Liu, and X. Tang, Fast Image Rearrangement via Multi-Scale Patch Copying, Proc. ACM Multimedia (ACM-MM), 2010. [pdf]

[11]      M. Liu, S. Chen, and J. Liu, Continuous MRF Based Image Denoising with a Closed Form Solution, Proc. IEEE Intl Conf. Image Processing (ICIP), 2010. [pdf]

[12]      M. Liu, S. Chen, J. Liu, and X. Tang, "Video Completion via Motion Guided Spatial-Temporal Global Optimization," Proc. ACM Multimedia (ACM-MM), 2009. [pdf]

[13]      S. Chen, Y. Tian, F. Wen, Y.Q. Xu, and X. Tang, EasyToon: an Easy and Quick Tool to Personalize a Cartoon Storyboard Using Family Photo Album, Proc. ACM Multimedia (ACM MM), 2008. [pdf]

[14]      F. Wen, S. Chen, and X. Tang, Easytoon: Cartoon Personalization Using Face Photos, Proc. ACM Int. Conf. Multimedia (ACM MM Demo), 2008. [pdf]

[15]      M. Liu, S. Chen, and J. Liu, Precise Object Cutout from Images, Proc. ACM Int. Conf. Multimedia (ACM MM), 2008. [pdf]

[16]      S. Chen, L. Cao, J. Liu, and X. Tang, Iterative MAP and ML Estimations for Image Segmentation, Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2007. [pdf]

[17]      S. Chen, Z. Li, J. Liu, and X. Tang, Image Matting Using Linear Optimization, Proc. ACM Int. Conf. Multimedia (ACM MM), 2007. [pdf]

[18]      T. Huang, S. Chen, J. Liu, and X. Tang, Image Inpainting by Global Structure and Texture Propagation, Proc. ACM Int. Conf. Multimedia (ACM MM), 2007. [pdf]

[19]      Z. Li, J. Liu, S. Chen, and X. Tang, Noise Robust Spectral Clustering, Proc. IEEE Int. Conf. Computer Vision (ICCV), 2007. [pdf]

[20]      S. Chen, L. Cao, J. Liu, and X. Tang, Automatic Segmentation of Lung Fields from Radiographic Images of SARS Patients Using a New Graph Cuts Algorithm, Proc. Int. Conf. Pattern Recognition (ICPR), 2006. [pdf]

[21]      S-Y Yuen, H-S Lam, C-K Fong, S Chen, C-K Chow, "A robust iterative hypothesis testing design of the repeated genetic algorithm," Image and Vision Computing (IVC), Vol. 23, pp. 972C980, 2005. [pdf]

Ÿ  Books


[1]           S. Chen, "Labeling Problems with Smoothness-Based Priors in Computer Vision," LAP Lambert Academic Publishing, 2010.

[2]           X. Wang and S. Chen, Semantic Object Segmentation, in the book of Image/Video Segmentation, edited by King N. Ngan and Hongliang Li, published by Springer, 2011.

Ÿ  Projects


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Image Segmentation by Iterative Optimization


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Style Transfer via Image Component Analysis


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Edge Preserving Image Denoising with a Closed Form Solution 


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Image Matting Using Linear Optimization


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Video Completion via Motion Guided Spatial-Temporal Global Optimization


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Image Inpainting by Global Structure and Texture Propagation


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Fast Image Rearrangement via Multi-Scale Patch Copying


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Precise Object Cutout from Images


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EasyToon: An Easy and Quick Tool to Personalize a Cartoon Storyboard Using Family Photo Album


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Edge-Preserving Single Image Super-Resolution


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Online Non-feedback Image Re-ranking via Dominant Data Selection


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Locating High-density Clusters with Noisy Queries