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导师介绍
姓名 王瑞平  性别 男 
联系方式 ruiping.wang@vipl.ict.ac.cn  职称 研究员 
研究方向
 计算机视觉,模式识别,机器学习,图像处理
 
个人介绍
简历:

   王瑞平博士于2003年获北京交通大学理学学士学位,2010年获中科院计算所工学博士学位,之后分别在清华大学、马里兰大学进行博士后研究,现为中科院计算所研究员,博士生导师。研究方向为计算机视觉与模式识别,重点关注复杂真实场景下的图像视频目标识别与检索等问题。

   目前在领域主流国际期刊和会议如IEEE TPAMI、TIP、PR、CVPR、ICCV、ICML等发表论文50余篇,Google Scholar引用1900余次,获授权国家发明专利6项。攻读博士期间获得IEEE CVPR2008(国际计算机视觉与模式识别大会,CCF A类会议)的“Best Student Poster Award Runner-up”奖励、2011年度中科院优秀博士学位论文奖等。

   近五年来担任领域四十余个主流国际期刊会议的审稿人和程序委员,担任IEEE Access、Pattern Recognition等国际期刊的编辑/客座编辑,国际会议IEEE WACV2018领域主席,国际会议IEEE FG2018出版主席,获得ACCV2012(亚洲计算机视觉大会)的“Best Reviewer Award”奖励。围绕“Distance Metric Learning for Visual Recognition”相关学术专题,相继在国际会议ACCV2014、CVPR2015、ECCV2016、ICIP2017上合作组织并主讲Tutorial,在国际期刊Pattern Recognition担任Guest Editor组织Special Issue专刊,在国际会议ACCV2016组织Workshop研讨会。担任中国计算机学会计算机视觉专委会副秘书长。

   作为项目负责人先后承担NSFC面上项目2项,作为课题负责人参与中科院前沿科学重点研究项目1项,作为课题技术负责人参与NSFC重大项目1项、科技部973项目1项。2013年至今作为导师/课题组长,联合指导博士研究生11名(已毕业4人),硕士研究生9名(已毕业3人),其中1人获得中科院优秀毕业生、1人获得中科院朱李月华优秀博士生奖、3人获得博士生国家奖学金、2人获得计算所所长特别奖、1人获得计算所曙光硕士生奖、1人获得计算所自强国际交流奖学金。近五年来发表IEEE TPAMI、TIP、CVPR、ICCV、ICML等CCF-A类学术论文18篇,获得ACM ICMI2014组织的EmotiW视频表情识别竞赛冠军、IEEE FG2015组织的PaSC视频人脸识别竞赛冠军。

   入选2012年度中科院计算所“百星计划”、2014年度微软亚洲研究院“铸星计划”、2015年度中科院青年创新促进会、2015年度“CCF-Intel青年学者提升计划”等。获得2015年度国家自然科学奖二等奖(第4完成人)。

工作经历:

   2017年10月-至今:中国科学院计算技术研究所,研究员

   2012年9月-2017年9月:中国科学院计算技术研究所,副研究员

   2012年7月-2012年9月:中国科学院计算技术研究所,助理研究员

   2010年11月-2011年10月:马里兰大学计算机系,Research Associate(助理研究员)

   2010年7月-2012年6月:清华大学自动化系,博士后(助理研究员)

教育经历:

   2003年9月-2010年7月:中国科学院计算技术研究所硕博连读,获工学博士学位

   1999年9月-2003年7月:北京交通大学信息与计算科学专业,获理学学士学位

个人主页:http://vipl.ict.ac.cn/homepage/rpwang/index.htm

谷歌学术:https://scholar.google.com/citations?user=duIUwpwAAAAJ&hl=en

研究方向:
 计算机视觉,模式识别,机器学习,图像处理
社会任职:
获奖及荣誉:

(1)国家自然科学奖二等奖,2015年度(第4完成人)

(2)CCF-Intel青年学者提升计划,2015年度

(3)中科院青年创新促进会,2015年度

(4)微软亚洲研究院“铸星计划”,2014年度

(5)中科院计算所“百星计划”,2012年度

(6)中国科学院优秀博士学位论文,2011年度

(7)Best Student Poster Award Runner-up,IEEE CVPR 2008 (国际计算机视觉与模式识别大会)

代表论著:

近年来部分代表性论文列表:

国际期刊论文:

[1] Zhiwu Huang, Ruiping Wang, Shiguang Shan, Luc Van Gool, Xilin Chen, “Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video,” IEEE Transactions on Pattern Analysis and Machine Intelligence, Nov. 2017. (Accepted as Regular Paper)

[2] Zhiwu Huang, Ruiping Wang, Xianqiu Li, Wenxian Liu, Shiguang Shan, Luc Van Gool, Xilin Chen, “Geometry-aware Similarity Learning on SPD Manifolds for Visual Recognition,” IEEE Transactions on Circuits and Systems for Video Technology, Jul. 2017. (Accepted as Regular Paper)

[3] Wen Wang, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets,” IEEE Transactions on Image Processing, vol. 27, no. 1, pp. 151-163, Jan. 2018.

[4] Yan Li, Ruiping Wang, Zhen Cui, Shiguang Shan, Xilin Chen, “Spatial Pyramid Covariance based Compact Video Code for Robust Face Retrieval in TV-series,” IEEE Transactions on Image Processing, vol. 25, no. 12, pp. 5905-5919, Dec. 2016.

[5] Mengyi Liu, Shiguang Shan, Ruiping Wang, Xilin Chen, “Learning Expressionlets via Universal Manifold Model for Dynamic Facial Expression Recognition,” IEEE Transactions on Image Processing, vol. 25, no. 12, pp. 5920-5932, Dec. 2016.

[6] Mengyi Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, “Learning Prototypes and Similes on Grassmann Manifold for Spontaneous Expression Recognition,” Computer Vision and Image Understanding, vol. 147, pp. 95-101, Jun. 2016.

[7] Mengyi Liu, Ruiping Wang, Shaoxin Li, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Video Modeling and Learning on Riemannian Manifold for Emotion Recognition in the Wild,” Journal on Multimodal User Interfaces, vol. 10, no. 2, pp. 113-124, Jun. 2016.

[8] Zhiwu Huang, Shiguang Shan, Ruiping Wang, Haihong Zhang, Shihong Lao, Alifu Kuerban, Xilin Chen, “A Benchmark and Comparative Study of Video-based Face Recognition on COX Face Database,” IEEE Transactions on Image Processing, vol. 24, no. 12, pp. 5967-5981, Dec. 2015.

[9] Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Face Recognition on Large-scale Video in the Wild with Hybrid Euclidean-and-Riemannian Metric Learning,” Pattern Recognition, vol. 48, no. 10, pp. 3113-3124, Oct. 2015.

[10] Yangang Wang, Ruiping Wang, Qionghai Dai, “A Parametric Model for Describing the Correlation between Single Color Images and Depth Maps,” IEEE Signal Processing Letters, vol. 21, no. 7, pp. 800-803, July 2014.

[11] Kai Li, Qionghai Dai, Ruiping Wang, Yebin Liu, Feng Xu, Jue Wang, “A Data-driven Approach for Facial Expression Retargeting in Video,” IEEE Transactions on Multimedia, vol. 16, no. 2, pp. 299-310, Feb. 2014.

[12] Ruiping Wang, Shiguang Shan, Xilin Chen, Qionghai Dai, Wen Gao, “Manifold-Manifold Distance and Its Application to Face Recognition with Image Sets,” IEEE Transactions on Image Processing, vol. 21, no. 10, pp. 4466-4479, Oct. 2012.

[13] Yue Deng, Qionghai Dai, Ruiping Wang, Zengke Zhang, “Commute Time Guided Transformation for Feature Extraction,” Computer Vision and Image Understanding, vol. 116, no. 4, pp. 473-483, 2012.

[14] Ruiping Wang, Shiguang Shan, Xilin Chen, Jie Chen, Wen Gao, “Maximal Linear Embedding for Dimensionality Reduction,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 9, pp. 1776-1792, Sept. 2011.

国际会议论文:

[1] Huajie Jiang, Ruiping Wang, Shiguang Shan, Yi Yang, Xilin Chen, “Learning Discriminative Latent Attributes for Zero-Shot Classification,” 16th IEEE International Conference on Computer Vision (ICCV 2017), pp. 4223-4232, Venice, Italy, Oct. 22-29, 2017.

[2] Difei Gao, Ruiping Wang, Shiguang Shan, Xilin Chen, “Visual Textbook Network: Watch Carefully before Answering Visual Questions,” 28th British Machine Vision Conference (BMVC 2017), London, UK, Sep. 4-7, 2017.

[3] Wen Wang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Discriminative Covariance Oriented Representation Learning for Face Recognition with Image Sets,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), pp. 5749-5758, Honolulu, HI, July 21-26, 2017.

[4] Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, “Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), pp. 6259-6268, Honolulu, HI, July 21-26, 2017.

[5] Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, “Deep Supervised Hashing for Fast Image Retrieval,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), pp. 2064-2072, Las Vegas, NV, June 26-July 1, 2016.

[6] Wen Wang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Prototype Discriminative Learning for Face Image Set Classification,” 13th Asian Conference on Computer Vision (ACCV 2016), Part III, LNCS 10113, pp. 344-360, Nov. 20-24, 2016.

[7] Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen, “Deep Video Code for Efficient Face Video Retrieval,” 13th Asian Conference on Computer Vision (ACCV 2016), Part III, LNCS 10113, pp. 296-312, Nov. 20-24, 2016.

[8] Yan Li, Ruiping Wang, Haomiao Liu, Huajie Jiang, Shiguang Shan, Xilin Chen, “Two Birds, One Stone: Jointly Learning Binary Code for Large-scale Face Image Retrieval and Attributes Prediction,” 15th IEEE International Conference on Computer Vision (ICCV 2015), pp. 3819-3827, Santiago, Chile, Dec. 11-18, 2015.

[9] Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xianqiu Li, Xilin Chen, “Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification,” The 32nd International Conference on Machine Learning (ICML 2015), pp. 720-729, Lille, France, July 6-11, 2015.

[10] Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Projection Metric Learning on Grassmann Manifold with Application to Video based Face Recognition,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), pp. 140-149, Boston, MA, June 7-12, 2015.

[11] Yan Li, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Face Video Retrieval with Image Query via Hashing across Euclidean Space and Riemannian Manifold,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), pp. 4758-4767, Boston, MA, June 7-12, 2015.

[12] Wen Wang, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), pp. 2048-2057, Boston, MA, June 7-12, 2015.

[13] Yan Li, Ruiping Wang, Shiguang Shan, Xilin Chen, “Hierarchical Hybrid Statistic based Video Binary Code and Its Application to Face Retrieval in TV-Series,” 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia, May 4-8, 2015. (Oral)

[14] Wen Wang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Probabilistic Nearest Neighbor Search for Robust Classification of Face Image Sets,” 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia, May 4-8, 2015.

[15] J. Ross Beveridge, Hao Zhang, Bruce A. Draper, Patrick J. Flynn, Zhenhua Feng, Patrik Huber, Josef Kittler, Zhiwu Huang, Shaoxin Li, Yan Li, Meina Kan, Ruiping Wang, Shiguang Shan, Xilin Chen, Haoxiang Li, Gang Hua, Vitomir Struc, Janez Krizaj, Changxing Ding, Dacheng Tao, P. Jonathon Phillips, “Report on the FG 2015 Video Person Recognition Evaluation,” 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia, May 4-8, 2015. (First Position Winner in FG2015 PaSC Challenge)

[16] Mengyi Liu, Ruiping Wang, Shaoxin Li, Shiguang Shan, Zhiwu Huang, Xilin Chen, “Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild,” 16th ACM International Conference on Multimodal Interaction (ICMI 2014), pp. 494-501, Istanbul, Turkey, Nov. 12-16, 2014. (First Position Winner Award in EmotiW2014 Challenge)

[17] Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), pp. 1677-1684, Columbus, Ohio, June 23-28, 2014. (Oral)

[18] Mengyi Liu, Shiguang Shan, Ruiping Wang, Xilin Chen, “Learning Expressionlets on Spatio-Temporal Manifold for Dynamic Facial Expression Recognition,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), pp. 1749-1756, Columbus, Ohio, June 23-28, 2014.

[19] Mengyi Liu, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Partial Least Squares Regression on Grassmannian Manifold for Emotion Recognition,” 15th ACM International Conference on Multimodal Interaction (ICMI 2013), pp. 525-530, Sydney, Australia, Dec. 9-13, 2013. (Second Runner-Up Award in EmotiW2013 Challenge)

[20] Ruiping Wang, Huimin Guo, Larry S. Davis, Qionghai Dai, “Covariance Discriminative Learning: A Natural and Efficient Approach to Image Set Classification,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012), pp. 2496-2503, Providence, Rhode Island, June 16-21, 2012.

[21] Huimin Guo, Ruiping Wang, Jonghyun Choi, Larry S. Davis, “Face Verification Using Sparse Representations,” IEEE Computer Society Workshop on Biometrics (BIOM 2012, in conjunction with CVPR), pp. 37-44, Providence, Rhode Island, June 16-21, 2012.

[22] Ruiping Wang, Xilin Chen, “Manifold Discriminant Analysis,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), pp. 429-436, Miami Beach, Florida, June 20-25, 2009.

[23] Ruiping Wang, Shiguang Shan, Xilin Chen, Wen Gao, “Manifold-Manifold Distance with Application to Face Recognition based on Image Set,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008), pp. 2940-2947, Anchorage, Alaska, June 24-26, 2008. (Best Student Poster Award Runner-up)

承担科研项目情况:

1. 国家自然科学基金面上项目,项目名称:开放场景中大规模物体识别方法研究,项目负责人,执行期:2018.1-2021.12

2. 国家自然科学基金面上项目,项目名称:面向视频目标识别的图像集合分类方法研究,项目负责人,执行期:2014.1-2017.12

3. 中科院前沿科学重点研究项目,项目名称:面向场景理解的视觉信息结构化表达与处理,课题1负责人,执行期:2016.8-2018.7

4. 国家自然科学基金重大项目,项目名称:云环境下的图像视频群体协同表达与处理,课题1技术负责人,执行期:2014.1-2018.12

5. 科技部973项目,项目名称:基于视觉特性的视频编码理论与方法研究,课题2技术负责人,执行期:2015.1-2019.12

学科类别:
计算机应用技术
所属部门:
智能信息处理重点实验室
专家类别:
正高
杰青入选时间:
百人入选时间:
其他备注:
博导计算机应用技术
其他备注2:
其他备注3:
 
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