沈超敏

(1) 2006-09 至 2009-07, 必赢BWIN, 数学, 博士

(2) 1996-06 至 1998-11, 新加坡国立大学, 数学, 硕士

(3) 1987-09 至 1991-07, 复旦大学, 数学, 学士

(4) 1981  至 1987, 上海市市西中学, 员工 

(1) 2011-01 至 今, 必赢BWIN, bwin官网登录入口, 副教授

    其中 2013-2014 Arizona State University, Visiting Scholar

(2) 2004-07 至 2010-12, 必赢BWIN, 计算机科学与技术系, 讲师

(3) 1998-06 至 2004-06, 新加坡国立大学, 遥感中心, Associate Scientist

主持的科研项目

1. 国家自然科学基金面上项目：“基于非凸目标函数的稀疏学习及其在医疗诊断中的应用”(61273298)

2. 上海市2024年度“科技创新行动计划”自然科学基金项目:“运用大语言模型有限推理能力的快思考和慢思考相结合的深度网络”

承担的科研项目

1. 国家重点基础研究发展计划(973)课题：“多源异质数据的信息提取与快速变化检测” (2011CB707104)‚ 2011-2015.  学术骨干 (负责人: 张桂戌教授) 

2. 国家自然基金面上项目：“与图像处理相关的几何热流问题及其应用” (10971066)‚  2010.1-2012.12.   参与

曾受以下基金资助

上海市科协青年科技人才飞翔计划 (2010)

必赢BWIN bwin官网登录入口 副教授。分别于 1991、1998 和2009年在复旦大学、新加坡国立大学(National University of Singapore)和华东师大数学系获得学士、硕士和博士学位。 1991-1996 年在上海医科大学基础部(现复旦大学医学院)任教‚ 1998-2004年在新加坡国立大学的遥感与影像中心(Centre for Remote Imaging‚ Sensing and Processing‚ 简称CRISP)任Associate Scientist。2004年起为必赢BWIN计算机科学与技术系讲师‚ 2010年12月起为副教授。

2013.1 至 2014.1 作为访问学者在Arizona State University 的Dept of Computer Science 和 BioDesign Institute 从事机器学习(machine learning)的研究。

数学分析II

数学分析I

优化理论与方法

线性代数

高级工程数学

图像工程

主持的科研项目

1. 国家自然科学基金面上项目：“基于非凸目标函数的稀疏学习及其在医疗诊断中的应用”(61273298)

承担的科研项目

1. 国家重点基础研究发展计划(973)课题：“多源异质数据的信息提取与快速变化检测” (2011CB707104)‚ 2011-2015.  学术骨干 (负责人: 张桂戌教授) 

2. 国家自然基金面上项目：“与图像处理相关的几何热流问题及其应用” (10971066)‚  2010.1-2012.12.   参与

曾受以下基金资助

上海市科协青年科技人才飞翔计划 (2010)

论文列表及引用情况请参见 Google Scholar、DBLP、ResearchGate、OpenReview、IEEE Xplore、Semantic Scholar、Paper with Code、ORCID、ScholarMate、Catalyzex、Aminer(中文)、全球学者库

至2023.5， Google Scholar引用 901, H-index 15.

代表性成果：

(1) Chaomin Shen; Mixue Yu; Chenxiao Zhao; Yaxin Peng; Guixu Zhang; Parallel Hashing Using Representative Points in Hyperoctants, Proceedings of the 27th ACM International Conference on Information and Knowledge Management, Italy, 2018-10-22至2018-10-26 (会议论文)

(2) Chenxiao Zhao; P Thomas Fletcher; Mixue Yu; Yaxin Peng; Guixu Zhang; Chaomin Shen; The Adversarial Attack and Detection under the Fisher Information Metric, AAAI, USA, 2019-1-27至2019-2-1 (会议论文)

(3) Xiaofeng Ding; Chaomin Shen; Tieyong Zeng; Yaxin Peng ; SAB Net: A Semantic Attention Boosting Framework for Semantic Segmentation, IEEE Transactions on Neural Networks and Learning Systems, IF 14.255, Early access, 2022 (期刊论文)

(4) Siyan Zhou; Weiming Zhang; Chaomin Shen ; Rate-distortion model for grayscale-invariancereversible data hiding, Signal Processing, IF 4.729, 2020, 172: 107562 (期刊论文)

(5) Nian Wu; Jian Wang; Miaomiao Zhang; Guixu Zhang; Yaxin Peng; Chaomin Shen; Hybrid atlas building with deep registration priors, IEEE International Symposium on Biomedical Imaging, 印度,2022-3-28至2022-3-31 (会议论文)

或可参考以下信息:

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2013

Lifen Ding, Yaxin Peng, Chaomin Shen, Zhiyu Hu, "Affine registration for multi-dimensional point sets under the framework of Lie group," Journal of Electric Imaging, Vol. 22, No. 1, 013022, 2013.

Faming Fang, Fang Li, Guixu Zhang, and Chaomin Shen,"A variational method for multisource remote-sensing image fusion," International Journal of Remote Sensing, Vol. 34, No. 7, pp. 2470–2486, 2013.

2012

Chunxiao Shao, Chaomin Shen, Yaxin Peng, Shihui Ying, "Lie-EM-ICP algorithm: a novel frame for 2D shape registration," Proc. SPIE 8526, Lidar Remote Sensing for Environmental Monitoring XIII, Kyoto, Japan, 85260B, 2012.

Yaxin Peng, Wei Lin, Chaomin Shen, Shihui Ying, "A novel statistical method for 3D range data registration based on Lie group framework," Proc. SPIE 8527, Multispectral, Hyperspectral, and Ultraspectral Remote Sensing Technology, Techniques and Applications IV, 85270G, 2012.

2011

1. Y. Peng‚ C.M. Shen‚ A. Zhou‚ G. Zhang‚ "Multi-band image classification using membership functions‚" Proceedings of the 32nd Asian Conference on Remote Sensing (ACRS 2011)‚ Taiwan‚ Oct. 3-7‚ (CD Version)‚ 2011.

2. Yaxin Peng‚ Chaomin Shen‚ Lijia Wang and Guixu Zhang‚ "A novel classification method based on membership function‚" In Proc. SPIE Vol. 7962‚ SPIE Medical Imaging 2011‚ Orlando‚ Florida‚ pp. 79623L‚ 2011.

2010

Journal

1.  Fang Li‚ Chaomin Shen‚ "A two-stage method for oil slick segmentation in SAR images‚" International Journal of Remote Sensing‚ Vol. 31‚ No. 15‚ pp. 4217-4226‚ 2010.

2. F. Li‚ M. Ng and C.M. Shen‚"Multiplicative noise removal with spatial varying regularization parameters‚" SIAM Journal on Imaging Sciences‚ Vol. 3‚ No. 1‚ pp. 1–20‚ 2010.

3. Fang Li‚ Chaomin Shen‚ Chunming Li‚"Multiphase soft segmentation with total variation and H1 regularization‚" Journal of Mathematical Imaging and Vision‚  37(2)‚ pp 98-111‚ 2010.

EI

1. C.M. Shen‚ Y.X. Peng and G.X. Zhang‚ "Denoising point clouds using pulling-back method‚"Applications of Digital Image Processing XXXIII‚ edited by Andrew G. Tescher‚Proc. of SPIE Vol. 7798‚ pp. 0701-0709‚ 2010.

2. F. Fang‚ F. Li‚ X.Yang‚ C.M. Shen‚ G.X. Zhang‚"Single image dehazing and denoising using variational method‚" In Proc. International Conference on Image Analysis and Signal Processing (IASP) 2010‚ Xiamen‚ pp. 219 - 222‚ 2010.

3. Fang Li‚ Ruihua Liu‚ Chaomin Shen‚ "Feature extraction and soft segmentation of texture images‚" In Proc. International Conference on Image Analysis and Signal Processing (IASP) 2010‚ Xiamen‚ pp. 367-370‚ 2010.

4. Wenbin Wang‚ Chenying Zhong‚ Chaomin Shen and Guixu Zhang‚ “A fast algorithm for TV-L1 based on split Bregman method‚” In Proc International Conference on Computer and Computational Intelligence 2010‚ Vol. 2‚ pp. 460-464‚ 2010.

核心期刊

陈继国‚ 沈超敏‚ "单幅图像的保纹理阴影去除‚" 计算机工程‚ Vol. 36(22)‚ pp. 219-221‚ 2010

2009

SCI

1. Yaxin Peng‚ Ling Pi andChaomin Shen‚ "A semi-automatic method for burn scar delineation using a modified Chan-Vese model‚" Computers & Geosciences‚ 35 (2009)‚ pp. 183–190.

2. Fang Li‚ Chaomin Shen‚ Chunli Shen‚ Guixu Zhang‚ "Variational denoising of partly textured images‚"   Journal of Visual Communication and Image Representation‚ 20(2009)‚ pp. 293-300.

核心期刊

         唐晓娜‚ 陈继国‚ 沈超敏‚ 张桂戌‚ "基于样本块的大范围图像修补技术研究‚" 必赢BWIN学报‚ No.5 (2009) pp. 21-28.

2008

EI

1.    Zheng Bao‚ Hua Bai‚ Ruihua Liu‚ Chaomin Shen‚ "A variational image restoration with spatially varying noise‚" In Proc SPIE‚ Vol 7147‚ pp. 714714 (EI索引号: 20091311979274).

2007

SCI

1.    Ling Pi.‚ Jinsong Fan and Chaomin Shen‚ 2007‚“Color image segmentation for objects of interest with modified geodesic active contour method‚”Journal of Mathematical Imaging and Vision‚ Vol. 27‚ No. 1‚ pp 51-57. (SCI 2007影响因子 1.22‚ 索引号 125TK)  

2.    Ling Pi‚ Chaomin Shen‚ Fang Li and Jinsong Fan‚ 2007‚“A variational formulation for segmenting desired objects in color images‚”Image and Vision Computing‚ Vol. 25‚ pp. 1414-1421. (SCI 2007影响因子 1.0271‚ 索引号 190OH)   

3.    Fang Li‚ Chaomin Shen‚ Jinsong Fan and Chunli Shen‚ 2007‚ “Image restoration combining a total variational filter and a fourth-order filter‚”Journal of Visual Communication and Image Representation‚ Vol. 18‚ pp 322-330.  (SCI 2007影响因子0.832‚ 索引号 200NU)  

EI

1.    Chaomin Shen‚ Ling Pi‚ Yaxin Peng and Zhibin Li‚ 2007‚ "Variational-based speckle noise removal of SAR imagery‚" International Geoscience and Remote Sensing Symposium (IGARSS)‚ 2007 p 532-535.       (EI索引号: 080811105079)       

2.     Chaomin Shen‚ Ailian Fang‚ Fang Li and Yaxin Peng‚ 2007‚ “Forward image mapping using image inpainting‚” In Proceedings of SPIE -- Volume 6752‚ Geoinformatics 2007: Remotely Sensed Data and Information‚ p. 675215 (EI索引号:074810943715).

3.    Yaxin Peng‚ Fang Li‚ Jing Qin and Chaomin Shen (通讯作者)‚ 2007‚ “Speckle removal of multi-polarisation SAR imagery using variational method‚” In Proceedings of SPIE – Volume 6790‚ MIPPR 2007‚ Wuhan‚ China. Paper ID: 67903H. (EI索引号: 081811236454)  

4.    Fang Li‚ Yaxin Peng‚ Shunlai Xing and Chaomin Shen (通讯作者)‚ 2007‚ “Registration and mosaicking of cloud-contaminated images‚” In Proceedings of SPIE -- Volume 6752‚ Geoinformatics 2007: Remotely Sensed Data and Information‚ p. 675241 (EI索引号:074810943854).

核心期刊

1.        范劲松‚ 皮玲‚ 黎芳‚ 沈超敏 (通讯作者)‚ 2007‚ “黎曼流形上内蕴方式的图像轮廓提取‚”华东师大学报‚ No 5‚ pp 70- 77.

国际会议

1.        Chaomin Shen‚ Ling Pi‚ Fang Li and Guixu Zhang‚ 2007‚ “Detection of oil slicks for SAR imagery based on Chan-Vese model‚”  32nd ISRSE (International Symposium on Remote Sensing of Environment)‚ Costa Rica‚ CD version.

2006SCI

1.     C. Shen‚ J. FAN‚ L. Pi and F. Li‚ 2006‚“Delineating lakes and enclosed islands in satellite imagery via geodesic active contour model‚”International Journal of Remote Sensing‚ Vol. 27‚ No. 23‚ pp 5253-5268 (SCI 2006影响因子 0.98‚ 索引号 135VP)  

2.        Fang Li‚ Chaomin Shen and Ling Pi‚ 2006‚“A new diffusion-based variational model for image denoising and segmentation‚”Journal of Mathematical Imaging and Vision‚ Vol. 26‚ No. 1-2‚ pp. 115-125 (SCI 2006影响因子1.767‚ 索引号 109RP)

 2005

国际会议

1.    Chaomin Shen‚ Ling Pi‚ Fang Li‚ Jinsong Fan‚ 2005‚ “Burn scar delineation from Landsat imagery using modified Chan-Vese model‚” In Proceedings of the 26th Asian Conference on Remote Sensing‚ 2005

2.     C.M. Shen‚ J.S. Fan‚ L. Pi‚ 2005‚ "Locating lake and enclosed islands in SRTM DEM data using boundaries obtained from Landsat imagery via geodesic active contour model‚" In Proceedings of the 26th Asian Conference on Remote Sensing‚ 2005

 2003

国际会议

1.        Soo Chin Liew‚ Chaomin Shen‚ John Low‚ Agnes Lim and Leong Keong Kwoh‚ 2003‚ "Validation of MODIS fire product over Sumatra and Borneo using high resolution SPOT imagery‚" Proc. 24th Asian Conference on Remote Sensing & 2003 International Symposium on Remote Sensing Vol. I‚ pp. 671-673.

 2001

国际会议

1.        Chaomin Shen‚ Soo Chin Liew‚ Leong Keong Kwoh (2001)‚ Spatial And Temporal Pattern Of Forest/Plantation Fires In Riau Province‚ Sumatra From 1998 To 2000‚ Proceedings of the 22nd Asian Conference on Remote Sensing‚ 5-9 November 2001‚ Singapore‚ vol. 1‚ pp. 520-525   

2.        Chaomin Shen‚ Soo Chin Liew‚ Leong Keong Kwoh (2001)‚ Seawifs Observation Of Chlorophyll Distribution In Regional Seas‚ Proceedings of the 22nd Asian Conference on Remote Sensing‚ 5-9 November 2001‚ Singapore‚ vol. 2‚ pp. 917-922.

2000

国际会议

1.        C. Melsheimer‚ H. Lim‚ L.K. Kwoh‚ C.M. Shen and M.K.W. Puang (2000)‚ Signatures of Underwater Bottom Topography in the Straits of Malacca in Images from the SPOT Satellites. Proc. 2000 International Geoscience and Remote Sensing Symposium‚ Vol. 6‚ 2584-2586.

  11999

国际会议

1.    C. Melsheimer‚ H. Lim and C.M Shen (1999)‚ Observation and Analysis of Ship Wakes in ERS-SAR and SPOT Images‚ Proc. 20th. Asian Conference for Remote Sensing‚ 22-25 November‚ 1999‚ Hong Kong‚ China.

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