孙权森

时间:2013-09-05浏览:1282设置

姓名

孙权森

性别

出生年月

1963年11月

职称

教 授

所在部门

数字媒体理论与工程系

Email

sunquansen@njust.edu.cn

联系电话

 

通信地址

南京理工大学计算机科学与工程学院

邮编

210094

所属学科

计算机科学与技术/控制科学与工程

博导 ■ 硕导 □

研究方向

模式识别理论与应用/遥感信息系统理论与应用/图形图像技术与应用/多媒体信息处理技术/医学影像处理与分析

个人简介及研究兴趣

南京理工大学模式识别与智能系统专业博士,模式识别与智能系统学科(国家重点学科)博士生导师,计算机学院学术委员会与学位委员会委员,自动化学院学位委员会委员。兼任中国遥感应用协会理事、江苏省微型电脑应用协会人工智能专委会主任,受聘国防科工局航天发展“十二五”规划专题论证组专家。先后主持国家自然科学基金(2)、教育部博士点基金、江苏省自然科学基金、国防科工局民用航天预先研究项目(2)、国家重大专项基础关键技术项目(2)及其它省部级项目等20余项。先后在国内外重要学术刊物和国际会议上发表学术论文100余篇,已被SCI收录近30篇,主编著作教材4部,获得省部级奖励5项,获得国家发明专利3项,申请国家发明5项,为多个国际期刊审稿。博士论文曾被评为江苏省优秀博士学位论文,入选2006 年度江苏省“青蓝工程”中青年学术带头人培养对象。作为访问学者,2004年、2005年两次赴香港中文大学计算机科学与工程系进行合作研究。

主讲课程及教学成果

研究生课程:模式识别技术

 

本科生课程:离散数学、航天遥感信息处理

代表性成果

[1] Quan-Sen Sun, Sheng-Gen Zeng, Yan Liu, Peng-Ann Heng, De-Shen Xia. A New Method of Feature Fusion and Its Application in Image Recognition. Pattern Recognition, 2005, 38(12): 2437-2448.(SCI, IF:2.153)

 

[2] Quan-Sen Sun, Zheng-Dong Liu, Peng-Ann Heng, De-Shen Xia. A Theorem on the Generalized Canonical Projective Vectors. Pattern Recognition, 2005, 38(3): 449-452. (SCI, IF: 2.153)

[3] Yun-Hao Yuan, Quan-Sen Sun, Multiset Canonical Correlations Using Globality Preserving Projections with Applications to Feature Extraction and Recognition, IEEE Transactions on Neural Networks and Learning Systems, In Press. (SCI, IF: 2.952)

[4] Huanyu Xu, Quansen Sun, Nan Luo, Guo Cao, Deshen Xia, Iterative Nonlocal Total Variation Regularization Method for Image Restoration, PLOS one, 2013,8(6):e65865. (SCI, IF:3.7)

[5] Zexuan Ji, Yong Xia, Quansen Sun, Qiang Chen, Deshen Xia, David Dagan Feng. Fuzzy C-Means Clustering with Weighted Image Patch for Image Segmentation. Applied Soft Computing. 2012, 12(6): 1659-1667. (SCI, IF: 2.612)

[6] Zexuan Ji, Yong Xia, Quansen Sun, Qiang Chen, Deshen Xia, David Dagan Feng. Fuzzy Local Gaussian Mixture Model for brain MR image segmentation. IEEE Transactions on Information Technology in BioMedicine. 2012, 16(3): 339-347. (SCI, IF:1.676)

[7] Yun-Hao Yuan, Quan-Sen Sun, Qiang Zhou, De-Shen Xia, A novel multiset integrated canonical correlation analysis framework and its application in feature fusion, Pattern Recognition, 2011, 44(5): 1031-1040. (SCI, IF: 2.292)

[8]Ze-Xuan Ji, Quan-Sen Sun, De-Shen Xia. A Framework with Modified Fast FCM for Brain MR Images Segmentation. Pattern Recognition, 2011,44(5): 9991013. (SCI, IF: 2.292)

[9] Qiang Chen, Quan-sen Sun, De-shen Xia. Homogeneity similarity based image denoising, Pattern Recognition, 2010, 43(12): 4089-4100. (SCI, IF: 2.682)

[10] Qiang Chen, Quan-sen Sun, Pheng Ann Heng, De-shen Xia, A double-threshold image binarization method based on edge detector, Pattern Recognition, 2008, 41(4):1254-1267. (SCI, IF: 3.279)

[11] Qiang Chen, Quan-Sen Sun, Pheng Ann Heng, De-Shen Xia, Two-stage object tracking method based on kernel and active contour, IEEE Transactions on Circuits and Systems for Video Technology, 2010, 20(4): 605-609. (SCI, IF: 1.819)

[12] Ze-Xuan Ji, Quan-Sen Sun, De-Shen Xia. A Modified Possibilistic Fuzzy c-means Clustering lgorithm for Bias Field Estimation and Segmentation of Brain MR Image. Computerized Medical Imaging and Graphics. 2011, 35(5):383-97. SCI, IF: 1.467

[13] Yun-Hao Yuan, Quan-Sen Sun, Fractional-order embedding multiset canonical correlations with applications to multi-feature fusion and recognition. Neurocomputing, In Press. (SCI, IF: 1.580)

[14] Qiang Chen, Philippe Montesinos, Quan Sen Sun, Peng Ann Heng, De Shen Xia. Adaptive total variation denoising based on difference curvature. Image and Vision Computing, 2010,28(3):298-306. (SCI, IF: 1.578)

[15] Qiang Chen, Quan-Sen Sun, Pheng Ann Heng, De-Shen Xia. Parametric active contours for object tracking based on matching degree image of object contour points. Pattern Recognition Letters, 2008,29(2): 126-141. (SCI, IF: 1.559)

近期在研项目

主持项目:

[1] 国家自然科学基金面上项目:多重集典型相关分析的特征抽取理论及扩展研究,2013.01-2016.12

[2] 国防科工局民用航天技术“十二五”预先研究项目:***综合评价与应用关键技术,2011.01-2014.12

[3] 国防科工局民用航天技术第二批项目:***新型光学载荷与遥感数据处理技术,2013.08-2016.12

[4] 总装备部装备预研基金项目:基于测绘卫星***评价方法研究,2013.07-2015.06

[5] 航天五院探月项目:着陆月面数据及算法评测系统,2012.05-2013.12

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