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
2022-05-09-今,IEEE WACV2023, Area Chair
2022-02-16-今,ECCV2022, Area Chair
2022-01-20-今,ACCV2022, Area Chair
2021-07-12-2022-06-30,IEEE CVPR2022, Area Chair
2021-06-28-2022-02-28,IEEE WACV2022, Area Chair
2021-04-03-2021-12-31,IEEE FG2021, Area Chair
2020-12-30-2021-11-30,IEEE AVSS2021, Challenge Chair
2020-12-01-2021-10-31,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] 刘永, 王瑞平, 山世光, 陈熙霖. 一种多角度物体检测方法和系统. CN: CN109785298A, 2019-05-21.

[2] 陈熙霖, 刘昊淼, 王瑞平. 基于深度学习和哈希编码的图像检索方法. CN: CN107330074A, 2017-11-07.

[3] 陈熙霖, 乔师师, 王瑞平. 基于深度学习和哈希编码的视频检索方法. CN: CN107229757A, 2017-10-03.

出版信息

   
发表论文
(1) From Node to Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection, IEEE Winter Conference of Applications on Computer Vision (WACV 2022), 2022, 通讯作者
(2) SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning, IEEE Winter Conference of Applications on Computer Vision (WACV 2022), 2022, 通讯作者
(3) Local Feature Enhancement Network for Set-based Face Recognition, 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021), 2021, 通讯作者
(4) FAIEr: Fidelity and Adequacy Ensured Image Caption Evaluation, Proceeedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, 通讯作者
(5) 视频人脸识别进展综述, Survey on Video-based Face Recognition, 计算机科学, 2021, 通讯作者
(6) Deep video code for efficient face video retrieval, PATTERN RECOGNITION, 2021, 通讯作者
(7) Topic Scene Graph Generation by Attention Distillation from Caption, 18th IEEE International Conference on Computer Vision (ICCV 2021), 2021, 通讯作者
(8) Holistic Pose Graph: Modeling Geometric Structure among Objects in a Scene using Graph Inference for 3D Object Prediction, Proceedings of the 19th IEEE International Conference on Computer Vision (ICCV), 2021, 通讯作者
(9) Env-QA: A Video Question Answering Benchmark for Comprehensive Understanding of Dynamic Environments, 18th IEEE International Conference on Computer Vision (ICCV 2021), 2021, 通讯作者
(10) A Tale of Two CILs: The Connections Between Class Incremental Learning and Class Imbalanced Learning, and Beyond, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021, 通讯作者
(11) 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
(12) Learning Multifunctional Binary Codes for Personalized Image Retrieval, INTERNATIONAL JOURNAL OF COMPUTER VISION, 2020, 通讯作者
(13) Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval, 2020 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), 2020, 第 2 作者
(14) Deep Heterogeneous Hashing for Face Video Retrieval, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 通讯作者
(15) 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
(16) 大规模视觉检索前沿技术进展, 人工智能, 2020, 第 2 作者
(17) 基于离散优化的哈希编码学习方法, Learning to Hash with Discrete Optimization, 计算机学报, 2019, 第 2 作者
(18) COSONet: Compact Second-Order Network for Video Face Recognition, COMPUTER VISION - ACCV 2018, PT III, 2019, 通讯作者
(19) Deep Supervised Hashing for Fast Image Retrieval, INTERNATIONAL JOURNAL OF COMPUTER VISION, 2019, 通讯作者
(20) Adaptive Metric Learning For Zero-Shot Recognition, IEEE SIGNAL PROCESSING LETTERS, 2019, 通讯作者
(21) Transferable Contrastive Network for Generalized Zero-Shot Learning, 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019), 2019, 第 2 作者
(22) Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition, COMPUTER VISION - ECCV 2018, PT X, 2018, 通讯作者
(23) Geometry-Aware Similarity Learning on SPD Manifolds for Visual Recognition, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 通讯作者
(24) 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
(25) Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 通讯作者
(26) Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships, 2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2018, 第 2 作者
(27) Attribute annotation on large-scale image database by active knowledge transfer, IMAGE AND VISION COMPUTING, 2018, 通讯作者
(28) Prototype Discriminative Learning for Image Set Classification, IEEE SIGNAL PROCESSING LETTERS, 2017, 通讯作者
(29) Discriminative Covariance Oriented Representation Learning for Face Recognition with Image Sets, 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), 2017, 第 2 作者
(30) Deep Video Code for Efficient Face Video Retrieval, COMPUTER VISION - ACCV 2016, PT III, 2017, 通讯作者
(31) Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks, 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), 2017, 第 2 作者
(32) Prototype Discriminative Learning for Face Image Set Classification, COMPUTER VISION - ACCV 2016, PT III, 2017, 通讯作者
(33) Video modeling and learning on Riemannian manifold for emotion recognition in the wild, JOURNAL ON MULTIMODAL USER INTERFACES, 2016, 第 2 作者
(34) Spatial Pyramid Covariance-Based Compact Video Code for Robust Face Retrieval in TV-Series, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 第 2 作者
(35) Deep and Structured Robust Information Theoretic Learning for Image Analysis, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 第 4 作者
(36) Learning prototypes and similes on Grassmann manifold for spontaneous expression recognition, COMPUTER VISION AND IMAGE UNDERSTANDING, 2016, 第 2 作者
(37) Deep Supervised Hashing for Fast Image Retrieval, 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2016, 第 2 作者
(38) Learning Expressionlets via Universal Manifold Model for Dynamic Facial Expression Recognition, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 第 3 作者
(39) Hierarchical Hybrid Statistic based Video Binary Code and Its Application to Face Retrieval in TV-Series, 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 4, 2015, 第 2 作者
(40) A Benchmark and Comparative Study of Video-Based Face Recognition on COX Face Database, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 第 3 作者
(41) Sparsely encoded local descriptor for face verification, NEUROCOMPUTING, 2015, 第 3 作者
(42) Face recognition on large-scale video in the wild with hybrid Euclidean-and-Riemannian metric learning, PATTERN RECOGNITION, 2015, 第 2 作者
(43) Face Video Retrieval with Image Query via Hashing across Euclidean Space and Riemannian Manifold, 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2015, 第 2 作者
(44) Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets, 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2015, 第 2 作者
(45) A Data-Driven Approach for Facial Expression Retargeting in Video, IEEE TRANSACTIONS ON MULTIMEDIA, 2014, 第 3 作者
(46) A Parametric Model for Describing the Correlation Between Single Color Images and Depth Maps, IEEE SIGNAL PROCESSING LETTERS, 2014, 第 2 作者
(47) Manifold-Manifold Distance and Its Application to Face Recognition With Image Sets, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 通讯作者
(48) 流形学习方法及其在人脸识别中的应用研究, 2010, 第 1 作者
(49) Optimization of a training set for more robust face detection, PATTERN RECOGNITION, 2009, 第 5 作者
(50) Manifold-Manifold Distance with application to face recognition based on image set, 2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12, 2008, 通讯作者
(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

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, 国家任务, 2013-01--2016-12
( 2 ) 人脸检测软件包, 负责人, 研究所自选, 2012-05--2013-04
( 3 ) 面向视频目标识别的图像集合分类方法研究, 负责人, 国家任务, 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, 国家任务, 2014-01--2018-12
( 5 ) 图像视频结构分析与表达, 参与, 国家任务, 2015-01--2019-12
( 6 ) 开放场景中大规模物体识别方法研究, 负责人, 国家任务, 2018-01--2021-12
( 7 ) 在线学习技术合作项目, 负责人, 企业委托, 2018-11--2019-10
( 8 ) 视觉数据非线性建模与度量学习, 负责人, 国家任务, 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, 负责人, 国家任务, 2020-01--2023-12
( 10 ) 知识引导的开放环境视觉识别理论与方法, 负责人, 地方任务, 2020-03--2021-02
( 11 ) 知识引导的自然场景跨模态图文生成方法研究, 负责人, 国家任务, 2022-01--2025-12

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  

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  

付彬  博士研究生  081203-计算机应用技术  

李汉炫  硕士研究生  081203-计算机应用技术  

朱旭涵  博士研究生  081203-计算机应用技术  

白子轶  博士研究生  081200-计算机科学与技术  

个人主页

更多详细介绍信息请访问个人主页:
中文:http://www.ict.cas.cn/sourcedb_2018_ict_cas/cn/jssrck/201211/t20121113_3682430.html 
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