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
2021-07-13-今,IEEE CVPR2022, Area Chair
2021-04-04-今,IEEE FG2021, Area Chair
2021-01-01-今,IEEE AVSS2021, Challenge Chair
2020-12-02-今,IEEE ICCV2021, Area Chair
2020-08-31-今,中国图象图形学学会青年工作委员会, 副主任
2020-01-22-2021-06-30,IEEE CVPR2021, Area Chair
2019-10-13-2020-07-31,IEEE ICME2020, Area Chair
2019-09-30-今,Pattern Recognition (Elsevier), Associate Editor
2019-07-02-2020-09-30,IEEE/IAPR IJCB2020, Area Chair
2019-05-31-2019-12-31,IEEE WACV2020, Area Chair
2019-02-28-2020-09-30,IEEE/IAPR IJCB2020, Publication Chair
2019-02-28-2019-11-29,IEEE ICCV2019, Tutorial Organizer
2019-01-01-今,The Visual Computer (Springer), Associate Editor
2019-01-01-今,Neurocomputing (Elsevier), Associate Editor
2018-12-31-2020-01-31,IEEE Biometrics Compendium, Associate Editor
2018-12-31-2019-05-31,IJCAI2019, Senior PC
2018-09-30-2019-07-31,IEEE ICME2019, Area Chair
2018-05-31-2018-12-30,IEEE WACV2019, Area Chair
2018-03-06-2019-05-31,IAPR ICB2019, Publicity Chair
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
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)
2015-10-12-2019-11-30,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) 2015年度国家自然科学奖二等奖(排名第4), 二等奖, 国家级, 2015
(2) CCF-Intel青年学者提升计划, 其他, 2015
(3) 微软亚洲研究院“铸星计划”, 其他, 2014
(4) 中国科学院优秀博士学位论文, , 院级, 2011
(5) 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
( 7 ) 基于深度学习和哈希编码的图像检索方法, 发明, 2020, 第 3 作者, 专利号: ZL201710525604.1
( 8 ) 基于深度学习和哈希编码的视频检索方法, 发明, 2020, 第 3 作者, 专利号: ZL201710530458.1

出版信息

   
发表论文
(1) What is a Tabby? Interpretable Model Decisions by Learning Attribute-Based Classification Criteria, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 第 2 作者
(2) Env-QA: A Video Question Answering Benchmark for Comprehensive Understanding of Dynamic Environments, 18th IEEE International Conference on Computer Vision (ICCV 2021), 2021, 第 2 作者
(3) Topic Scene Graph Generation by Attention Distillation from Caption, 18th IEEE International Conference on Computer Vision (ICCV 2021), 2021, 第 2 作者
(4) Holistic Pose Graph: Modeling Geometric Structure among Objects in a Scene using Graph Inference for 3D Object Prediction, 18th IEEE International Conference on Computer Vision (ICCV 2021), 2021, 第 2 作者
(5) Local Feature Enhancement Network for Set-based Face Recognition, 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021), 2021, 第 2 作者
(6) FAIEr: Fidelity and Adequacy Ensured Image Caption Evaluation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021), 2021, 第 3 作者
(7) A Tale of Two CILs: The Connections Between Class Incremental Learning and Class Imbalanced Learning, and Beyond, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021) Workshop on Continual Learning in Computer Vision (CLVision), 2021, 第 2 作者
(8) Deep Video Code for Efficient Face Video Retrieval, Pattern Recognition, 2021, 第 2 作者
(9) Sketching Image Gist: Human-Mimetic Hierarchical Scene Graph Generation, 16th European Conference on Computer Vision (ECCV 2020), 2020, 第 2 作者
(10) Learning Multifunctional Binary Codes for Personalized Image Retrieval, International Journal of Computer Vision, 2020, 第 2 作者
(11) Learning to Recognize Visual Concepts for Visual Question Answering with Structural Label Space, IEEE Journal of Selected Topics in Signal Processing, 2020, 第 2 作者
(12) Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020), 2020, 第 3 作者
(13) Hybrid Video and Image Hashing for Robust Face Retrieval, 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), 2020, 第 3 作者
(14) Deep Position-Aware Hashing for Semantic Continuous Image Retrieval, IEEE Winter Conference of Applications on Computer Vision (WACV 2020), 2020, 第 2 作者
(15) Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval, IEEE Winter Conference of Applications on Computer Vision (WACV 2020), 2020, 第 2 作者
(16) Deep Heterogeneous Hashing for Face Video Retrieval, IEEE Transactions on Image Processing, 2020, 第 2 作者
(17) Deep Supervised Hashing for Fast Image Retrieval, International Journal of Computer Vision, 2019, 第 2 作者
(18) 基于离散优化的哈希编码学习方法, 计算机学报, 2019, 第 2 作者
(19) Adaptive Metric Learning For Zero-Shot Recognition, IEEE Signal Processing Letters, 2019, 第 2 作者
(20) Exploring Context and Visual Pattern of Relationship for Scene Graph Generation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019), 2019, 第 2 作者
(21) Transferable Contrastive Network for Generalized Zero-Shot Learning, 17th IEEE International Conference on Computer Vision (ICCV 2019), 2019, 第 2 作者
(22) Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets, IEEE Transactions on Image Processing, 2018, 第 2 作者
(23) Exemplar-Supported Generative Reproduction for Class Incremental Learning, 29th British Machine Vision Conference (BMVC 2018), 2018, 第 2 作者
(24) Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition, 15th European Conference on Computer Vision (ECCV 2018), 2018, 第 2 作者
(25) COSONet: Compact Second-Order Network for Video Face Recognition, 14th Asian Conference on Computer Vision (ACCV 2018), 2018, 第 2 作者
(26) Attribute Annotation on Large Scale Image Database by Active Knowledge Transfer, Image and Vision Computing, 2018, 第 2 作者
(27) 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
(28) 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
(29) Geometry-aware Similarity Learning on SPD Manifolds for Visual Recognition, IEEE Transactions on Circuits and Systems for Video Technology, 2018, 第 2 作者
(30) Visual Textbook Network: Watch Carefully before Answering Visual Questions, 28th British Machine Vision Conference (BMVC 2017), 2017, 第 2 作者
(31) Prototype Discriminative Learning for Image Set Classification, IEEE Signal Processing Letters, 2017, 第 2 作者
(32) Fusing Magnitude and Phase Features with Multiple Face Models for Robust Face Recognition, Frontiers of Computer Science, 2017, 第 3 作者
(33) 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
(34) 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
(35) Learning Discriminative Latent Attributes for Zero-Shot Classification, 16th IEEE International Conference on Computer Vision (ICCV 2017), 2017, 第 2 作者
(36) Spatial Pyramid Covariance based Compact Video Code for Robust Face Retrieval in TV-series, IEEE Transactions on Image Processing, 2016, 第 2 作者
(37) Multiple-shot Person Re-identication via Riemannian Discriminative Learning, 13th Asian Conference on Computer Vision (ACCV 2016) Workshop, 2016, 第 2 作者
(38) Deep and Structured Robust Information Theoretic Learning for Image Analysis, IEEE Transactions on Image Processing, 2016, 第 4 作者
(39) Learning Expressionlets via Universal Manifold Model for Dynamic Facial Expression Recognition, IEEE Transactions on Image Processing, 2016, 第 3 作者
(40) Prototype Discriminative Learning for Face Image Set Classi cation, 13th Asian Conference on Computer Vision (ACCV 2016), 2016, 第 2 作者
(41) Deep Video Code for Efficient Face Video Retrieval, 13th Asian Conference on Computer Vision (ACCV 2016), 2016, 第 2 作者
(42) Learning Prototypes and Similes on Grassmann Manifold for Spontaneous Expression Recognition, Computer Vision and Image Understanding, 2016, 第 2 作者
(43) Video Modeling and Learning on Riemannian Manifold for Emotion Recognition in the Wild, Journal on Multimodal User Interfaces, 2016, 第 2 作者
(44) Deep Supervised Hashing for Fast Image Retrieval, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 2016, 第 2 作者
(45) Sparsely Encoded Local Descriptor for Face Verification, NEUROCOMPUTING, 2015, 第 3 作者
(46) 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
(47) 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
(48) 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
(49) 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
(50) 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
(51) 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
(52) Face Recognition on Large-scale Video in the Wild with Hybrid Euclidean-and-Riemannian Metric Learning, Pattern Recognition, 2015, 第 2 作者
(53) A Benchmark and Comparative Study of Video-based Face Recognition on COX Face Database, IEEE Transactions on Image Processing, 2015, 第 3 作者
(54) 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
(55) A Data-driven Approach for Facial Expression Retargeting in Video, IEEE Transactions on Multimedia, 2014, 第 3 作者
(56) A Parametric Model for Describing the Correlation between Single Color Images and Depth Maps, IEEE Signal Processing Letters, 2014, 第 2 作者
(57) 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
(58) 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
(59) Robust Head-shoulder Detection Using a Two-Stage Cascade Framework, 22nd International Conference on Pattern Recognition (ICPR 2014), 2014, 第 2 作者
(60) 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
(61) Deeply Learning Deformable Facial Action Parts Model for Dynamic Expression Analysis, 12th Asian Conference on Computer Vision (ACCV 2014), 2014, 第 4 作者
(62) Hybrid Euclidean-and-Riemannian Metric Learning for Image Set Classification, 12th Asian Conference on Computer Vision (ACCV 2014), 2014, 第 2 作者
(63) 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
(64) 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
(65) Coupling Alignments with Recognition for Still-to-Video Face Recognition, 14th IEEE International Conference on Computer Vision (ICCV 2013), 2013, 第 4 作者
(66) Partial Least Squares Regression on Grassmannian Manifold for Emotion Recognition, 15th ACM International Conference on Multimodal Interaction (ICMI 2013), 2013, 第 2 作者
(67) Manifold-Manifold Distance and Its Application to Face Recognition with Image Sets, IEEE Transactions on Image Processing, 2012, 第 1 作者
(68) 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
(69) Commute Time Guided Transformation for Feature Extraction, Computer Vision and Image Understanding, 2012, 第 3 作者
(70) Face Verification Using Sparse Representations, IEEE Computer Society Workshop on Biometrics, 2012, 第 2 作者
(71) Maximal Linear Embedding for Dimensionality Reduction, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 第 1 作者
(72) Parallel Implementation of Depth-Image-Based Rendering, International Conference on 3D Imaging (IC3D 2011), 2011, 第 3 作者
(73) Manifold Discriminant Analysis, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009, 第 1 作者
(74) Optimization of a Training Set For More Robust Face Detection, Pattern Recognition, 2009, 通讯作者
(75) 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
(76) 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
(77) Enhancing Human Face Detection by Resampling Examples Through Manifolds, IEEE Transactions on Systems, Man, and Cybernetics-Part A, 2007, 第 2 作者
(78) Enhancing Training Set for Face Detection, International Conference on Pattern Recognition (ICPR 2006), 2006, 第 1 作者
(79) ISOMAP Based on the Image Euclidean Distance, International Conference on Pattern Recognition (ICPR 2006), 2006, 第 2 作者
(80) Face Detection based on the Manifold, Audio- and Video-based Biometric Person Authentication (AVBPA 2005), 2005, 第 1 作者
(81) 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

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
( 7 ) 在线学习技术合作项目, 主持, 院级, 2018-11--2019-10
( 8 ) 视觉数据非线性建模与度量学习, 主持, 国家级, 2020-01--2022-12
( 9 ) 面向小样本图像识别的机器学习理论与方法研究, 主持, 国家级, 2020-01--2023-12
( 10 ) 知识引导的开放环境视觉识别理论与方法, 主持, 省级, 2020-03--2021-02

指导学生

已指导学生

卢宇衡  硕士研究生  085211-计算机技术  

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  

杨子璇  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  

张彦潇  硕士研究生  081203-计算机应用技术  

现指导学生

韩丹  博士研究生  081203-计算机应用技术  

白子轶  硕士研究生  081203-计算机应用技术  

万启阳  博士研究生  081203-计算机应用技术  

刘靖萌  硕士研究生  081203-计算机应用技术  

聂晖  博士研究生  081203-计算机应用技术  

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