个人简介

研究方向

研究基金

发表论文

出版专著

研究项目

English

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陈世峰博士

    BS'02(中国科技大学), MS'05(香港城市大学), PHD'08(香港中文大学)

    中科院深圳先进技术研究院

    多媒体集成技术研究中心

联系方式:

    邮件: shifeng.chen@siat.ac.cn

    电话: +86 755 8639-2199

    地址: 深圳市南山区西丽深圳大学城学苑大道1068(518055)

Ÿ  个人简介


20026月于中国科学技术大学获得学士学位。20031月获香港城市大学研究生奖学金,进入计算机工程与资讯科学系学习,于20052月获硕士学位之后在同院系做研究助理。20058月获香港中文大学研究生奖学金,就读于信息工程系,并于200812月获博士学位。期间,从200711月至20086月在微软亚洲研究院视觉计算组访问。2009年加入中科院深圳先进技术研究院。

Ÿ  研究方向


计算机视觉,图像/视频处理,多媒体处理,机器学习,模式识别

Ÿ  研究基金


[1]           “基于内容的视频编辑技术的系统性研究”,60903117,国际自然科学基金,2010/01 - 2012/12

[2]           “基于时空域连贯性的动态影像处理技术”,JC201005270357A,深圳市科技研发资金基础研究项目,2011/03 - 2014/03

[3]           “服务机器人中的视觉媒体处理技术”,广东省引进创新科研团队“机器人与智能信息技术”子课题,2011 - 2015

[4]           “基于内容的视频编辑技术的系统性研究”,ZYC201006130314A,深圳市科技研发资金配套项目,2011/07 - 2012/12

Ÿ  发表论文


[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 976–988, 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 Int’l 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. 972–980, 2005. [pdf]

Ÿ  出版专著


[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  研究项目


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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