基本信息

王瑞平  男  博导  中国科学院计算技术研究所
电子邮件: wangruiping@ict.ac.cn
通信地址: 科学院南路6号中科院计算所智能信息处理重点实验室
邮政编码: 100190

招生信息

目前每年招收1名博士研究生、1名硕士研究生

招生专业
081203-计算机应用技术
招生方向
计算机视觉,模式识别,机器学习,图像处理

教育背景

2003-09--2010-07   中国科学院计算技术研究所   工学博士
1999-09--2003-07   北京交通大学信息与计算科学专业   理学学士
学历
研究生
学位
工学博士

工作经历

   
工作简历
2017-10~现在, 中国科学院计算技术研究所, 研究员
2012-09~2017-09,中国科学院计算技术研究所, 副研究员
2012-07~2012-09,中国科学院计算技术研究所, 助理研究员
2010-11~2011-10,马里兰大学计算机系, Research Associate(助理研究员)
2010-07~2012-07,清华大学自动化系, 博士后助理研究员
社会兼职
2017-09-16-2017-09-30,ICIP2017, Tutorial Organizer
2017-07-21-2017-12-31,IEEE WACV2018, Area Chair
2017-02-21-2018-05-31,IEEE FG2018, Publication Chair
2017-01-11-今,IEEE ACCESS, Associate Editor
2016-10-07-2016-10-31,ECCV2016, Tutorial Organizer
2016-04-24-2017-12-31,国际期刊Pattern Recognition, 客座编辑(Guest Editor)
2015-10-13-今,中国计算机学会计算机视觉专委会, 副秘书长
2015-06-06-2015-07-01,IEEE CVPR2015, Tutorial Organizer
2014-10-31-2014-12-01,ACCV2014, Tutorial Organizer

专利与奖励

   
奖励信息
(1) CCF-Intel青年学者提升计划, 其他, 2015
(2) 2015年度国家自然科学奖二等奖(排名第4), 二等奖, 国家级, 2015
(3) 微软亚洲研究院“铸星计划”, 其他, 2014
(4) 2014年度北京市科学技术奖三等奖(排名第4), 三等奖, 省级, 2014
(5) 中国科学院优秀博士学位论文, , 院级, 2011
(6) 中国科学院朱李月华优秀博士生奖学金, , 院级, 2010
(7) 中国科学院研究生院优秀毕业生, , 院级, 2010
(8) 中国科学院研究生院三好学生标兵, , 院级, 2008
(9) 中科院计算所所长奖学金特别奖, , 研究所(学校), 2008
(10) Best Student Poster Award Runner-up,IEEE CVPR 2008, , 其他, 2008
专利成果
( 1 ) 一种基于数据二阶统计量建模的图像集合匹配方法, 发明, 2015, 第 2 作者, 专利号: CN201210175502.9
( 2 ) 一种基于回归模型的图像集合建模与匹配方法, 发明, 2014, 第 1 作者, 专利号: CN201210076886.9
( 3 ) 一种立体视频字幕检测方法及使用该方法的系统, 发明, 2015, 第 3 作者, 专利号: CN201210208898.2
( 4 ) 基于参考延迟插入结构的细粒度单流级别延迟检测方法, 发明, 2015, 第 3 作者, 专利号: CN201210184608.5
( 5 ) 基于局部最优置信传播算法的双目视频深度图求取方法, 发明, 2014, 第 1 作者, 专利号: CN201210181636.1
( 6 ) 一种多分辨率视频原地滤波方法及其装置, 发明, 2014, 第 3 作者, 专利号: CN201210071651.0

出版信息

   
发表论文
(1) Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets, IEEE Transactions on Image Processing, 2018, 第 2 作者
(2) Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), 2018, 第 2 作者
(3) Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 第 2 作者
(4) Geometry-aware Similarity Learning on SPD Manifolds for Visual Recognition, IEEE Transactions on Circuits and Systems for Video Technology, 2018, 第 2 作者
(5) Visual Textbook Network: Watch Carefully before Answering Visual Questions, 28th British Machine Vision Conference (BMVC 2017), 2017, 第 2 作者
(6) Prototype Discriminative Learning for Image Set Classification, IEEE Signal Processing Letters, 2017, 第 2 作者
(7) Fusing Magnitude and Phase Features with Multiple Face Models for Robust Face Recognition, Frontiers of Computer Science, 2017, 第 3 作者
(8) Discriminative Covariance Oriented Representation Learning for Face Recognition with Image Sets, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 2017, 第 2 作者
(9) Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 2017, 第 2 作者
(10) Learning Discriminative Latent Attributes for Zero-Shot Classification, 16th IEEE International Conference on Computer Vision (ICCV 2017), 2017, 第 2 作者
(11) Spatial Pyramid Covariance based Compact Video Code for Robust Face Retrieval in TV-series, IEEE Transactions on Image Processing, 2016, 第 2 作者
(12) Multiple-shot Person Re-identication via Riemannian Discriminative Learning, 13th Asian Conference on Computer Vision (ACCV 2016) Workshop, 2016, 第 2 作者
(13) Deep and Structured Robust Information Theoretic Learning for Image Analysis, IEEE Transactions on Image Processing, 2016, 第 4 作者
(14) Learning Expressionlets via Universal Manifold Model for Dynamic Facial Expression Recognition, IEEE Transactions on Image Processing, 2016, 第 3 作者
(15) Prototype Discriminative Learning for Face Image Set Classi cation, 13th Asian Conference on Computer Vision (ACCV 2016), 2016, 第 2 作者
(16) Deep Video Code for Efficient Face Video Retrieval, 13th Asian Conference on Computer Vision (ACCV 2016), 2016, 第 2 作者
(17) Learning Prototypes and Similes on Grassmann Manifold for Spontaneous Expression Recognition, Computer Vision and Image Understanding, 2016, 第 2 作者
(18) Video Modeling and Learning on Riemannian Manifold for Emotion Recognition in the Wild, Journal on Multimodal User Interfaces, 2016, 第 2 作者
(19) Deep Supervised Hashing for Fast Image Retrieval, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016, 第 2 作者
(20) Sparsely Encoded Local Descriptor for Face Verification, NEUROCOMPUTING, 2015, 第 3 作者
(21) Probabilistic Nearest Neighbor Search for Robust Classification of Face Image Sets, 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), 2015, 第 2 作者
(22) 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), 2015, 第 2 作者
(23) Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), 2015, 第 2 作者
(24) Face Video Retrieval with Image Query via Hashing across Euclidean Space and Riemannian Manifold, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), 2015, 第 2 作者
(25) Projection Metric Learning on Grassmann Manifold with Application to Video based Face Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), 2015, 第 2 作者
(26) Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification, 32nd International Conference on Machine Learning (ICML 2015), 2015, 第 2 作者
(27) Face Recognition on Large-scale Video in the Wild with Hybrid Euclidean-and-Riemannian Metric Learning, Pattern Recognition, 2015, 第 2 作者
(28) A Benchmark and Comparative Study of Video-based Face Recognition on COX Face Database, IEEE Transactions on Image Processing, 2015, 第 3 作者
(29) 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), 2015, 第 2 作者
(30) A Data-driven Approach for Facial Expression Retargeting in Video, IEEE Transactions on Multimedia, 2014, 第 3 作者
(31) A Parametric Model for Describing the Correlation between Single Color Images and Depth Maps, IEEE Signal Processing Letters, 2014, 第 2 作者
(32) Learning Expressionlets on Spatio-Temporal Manifold for Dynamic Facial Expression Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), 2014, 第 3 作者
(33) Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), 2014, 第 2 作者
(34) Robust Head-shoulder Detection Using a Two-Stage Cascade Framework, 22nd International Conference on Pattern Recognition (ICPR 2014), 2014, 第 2 作者
(35) Compact Video Code and Its Application to Robust Face Retrieval in TV-Series, 25th British Machine Vision Conference (BMVC 2014), 2014, 第 2 作者
(36) Deeply Learning Deformable Facial Action Parts Model for Dynamic Expression Analysis, 12th Asian Conference on Computer Vision (ACCV 2014), 2014, 第 4 作者
(37) Hybrid Euclidean-and-Riemannian Metric Learning for Image Set Classification, 12th Asian Conference on Computer Vision (ACCV 2014), 2014, 第 2 作者
(38) Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild, 16th ACM International Conference on Multimodal Interaction (ICMI 2014), 2014, 第 2 作者
(39) Robust Image Set Classification Using Partial Least Squares, 4th International Conference on Intelligence Science and Big Data Engineering (IScIDE 2013), 2013, 第 2 作者
(40) Coupling Alignments with Recognition for Still-to-Video Face Recognition, 14th IEEE International Conference on Computer Vision (ICCV 2013), 2013, 第 4 作者
(41) Partial Least Squares Regression on Grassmannian Manifold for Emotion Recognition, 15th ACM International Conference on Multimodal Interaction (ICMI 2013), 2013, 第 2 作者
(42) Manifold-Manifold Distance and Its Application to Face Recognition with Image Sets, IEEE Transactions on Image Processing, 2012, 第 1 作者
(43) Covariance Discriminative Learning: A Natural and Efficient Approach to Image Set Classification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012), 2012, 第 1 作者
(44) Commute Time Guided Transformation for Feature Extraction, Computer Vision and Image Understanding, 2012, 第 3 作者
(45) Face Verification Using Sparse Representations, IEEE Computer Society Workshop on Biometrics, 2012, 第 2 作者
(46) Maximal Linear Embedding for Dimensionality Reduction, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 第 1 作者
(47) Parallel Implementation of Depth-Image-Based Rendering, International Conference on 3D Imaging (IC3D 2011), 2011, 第 3 作者
(48) Manifold Discriminant Analysis, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009, 第 1 作者
(49) Optimization of a Training Set For More Robust Face Detection, Pattern Recognition, 2009, 通讯作者
(50) Manifold-Manifold Distance with Application to Face Recognition based on Image Set, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008, 第 1 作者
(51) 基于支持向量机的人脸检测训练集增强, Enhancing Training Set for Face Detection Based on SVM, 软件学报, 2008, 第 1 作者
(52) Enhancing Human Face Detection by Resampling Examples Through Manifolds, IEEE Transactions on Systems, Man, and Cybernetics-Part A, 2007, 第 2 作者
(53) Enhancing Training Set for Face Detection, International Conference on Pattern Recognition (ICPR 2006), 2006, 第 1 作者
(54) ISOMAP Based on the Image Euclidean Distance, International Conference on Pattern Recognition (ICPR 2006), 2006, 第 2 作者
(55) Face Detection based on the Manifold, Audio- and Video-based Biometric Person Authentication (AVBPA 2005), 2005, 第 1 作者
(56) How to Train a Classifier Based on the Huge Face Database, IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2005), 2005, 第 2 作者
发表著作
   

科研活动

   
科研项目
( 1 ) 3D电视对人体健康的影响机制及减控模型的研究, 参与, 国家级, 2013-01--2016-12
( 2 ) 人脸检测软件包, 主持, 市地级, 2012-05--2013-04
( 3 ) 面向视频目标识别的图像集合分类方法研究, 主持, 国家级, 2014-01--2017-12
( 4 ) 图像视频的群体数据协同结构化表达与处理, 参与, 国家级, 2014-01--2018-12
( 5 ) 图像视频结构分析与表达, 参与, 国家级, 2015-01--2019-12
( 6 ) 开放场景中大规模物体识别方法研究, 主持, 国家级, 2018-01--2021-12
参与会议
   

合作情况

   
项目协作单位
   

指导学生

已指导学生

卢宇衡  硕士研究生  085211-计算机技术  

现指导学生

刘永  硕士研究生  085211-计算机技术  

毛懿荣   硕士研究生  081203-计算机应用技术  

王睿岿  硕士研究生  081203-计算机应用技术  

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