基本信息

李国荣 女 硕导 计算机科学与技术学院
电子邮件: liguorong@ucas.edu.cn
通信地址: 学园2-389
邮政编码:
部门/实验室:计算机与控制学院
电子邮件: liguorong@ucas.edu.cn
通信地址: 学园2-389
邮政编码:
部门/实验室:计算机与控制学院
研究领域
计算机视觉:主要涉及计算机立体视觉、模式识别及视觉目标跟踪,应用领域涉及视频编码、视频监控及智能交通等
图像语义理解、跨媒体数据内容挖掘与管理
招生信息
招生专业
081203-计算机应用技术
招生方向
多媒体技术;计算机视觉
教育背景
2006-09--2012-07 中国科学院研究生院 博士2002-09--2006-07 中国人民大学 学士
工作经历
工作简历
2017-09~2018-09,波士顿大学, 访问学者2016-11~现在, 中国科学院大学, 副教授2015-01~2016-11,中国科学院大学, 讲师2012-06~2015-01,中国科学院大学, 师资博士后
教授课程
操作系统高级教程模式识别与机器学习预测控制视觉信息学习与分析机器学习与模式识别多媒体内容分析与检索
出版信息
部分论文 (完整论文列表见 https://scholar.google.com/citations?user=AiuGlVQAAAAJ&hl=en)
(1) The Unmanned Aerial Vehicle Benchmark: Object Detection, Tracking and Baseline, International Journal of Computer Vision, 2020-12, 第 2 作者(2) Release the power of online-training for robust visual tracking, AAAI, 2020-02, 通讯作者(3) Deep Constrained Low-Rank Subspace Learning for Multi-View Semi-Supervised Classification, IEEE Signal Process. Lett., 2019-08, 第 4 作者(4) Beyond Global Fusion: A Group-Aware Fusion Approach for Multi-View Image Clustering, Information Sciences, 2019, 通讯作者(5) Spatiotemporal CNN for Video Object Segmentation, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019, 通讯作者(6) The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking, European Conference on Computer Vision, 2018, 通讯作者(7) Joint Feature Selection and Classification for Multilabel Learning, IIEEE Transactions on Cybernetics, 2018, 通讯作者(8) Bi-Level Multi-View Latent Space Learning, IEEE Transactions on Circuits and Systems for Video Technology, 2018, 通讯作者(9) Joint Multi-View Representation and Image Annotation via Optimal Predictive Subspace Learning, Information Sciences, 2018, 通讯作者(10) Cross-Modal Retrieval Using Multiordered Discriminative Structured Subspace Learning, IEEE Transactions on Multimedia, 2017, 第 3 作者(11) Multi-label classification by exploiting local positive and negative pairwise label correlation, Neurocomputing, 2017, 通讯作者(12) Learning Label-specific Features and Class-Dependent Labels for Multi-Label Classification, IEEE Transactions on Knowledge and Data Engineering, 2016, 通讯作者(13) Beyond Appearance Model: Learning Appearance Variations for Object Tracking, Neurocomputing,, 2016, 第 1 作者(14) Effective Multi-modality Fusion Framework For Cross-media Topic Detection, IEEE Transactions on Circuits and Systems for Video Technology, 2016, 通讯作者(15) Online Web Video Topic Detection and Tracking with Semi-supervised Learning, Multimedia Systems, 2016, 第 1 作者(16) PL-ranking: A Novel Ranking Method for Cross-Modal Retrieval, ACM Multimedia, 2016, 第 3 作者(17) Joint Multi-View Representation Learning and Image Tagging, Association for the Advancement of Artificial Intelligence Conference on Artificial Intelligence, 2016, 通讯作者(18) OnlineLearning Affinity Measure with CovBoost for Multi-target Tracking, Neurocomputing, 2015, 第 1 作者(19) Fusing cross-media for topic detection by dense keyword groups, Neurocomputing, 2015, 通讯作者(20) Learning Label Specific Features for Multi-Label Classification, IEEE International Conference on Data Mining, 2015, 通讯作者(21) GOMES: A GROUP-AWARE MULTI-VIEW FUSION APPROACH TOWARDS REAL-WORLD IMAGE CLUSTERING, IEEE International Conference on Multimedia and Expo, 2015, 第 2 作者(22) GROUP SENSITIVE CLASSIFIER CHAINS FOR MULTI-LABEL CLASSIFICATION, IEEE International Conference on Multimedia and Expo, 2015, 第 2 作者(23) Face Distortion Recovery Based on Online Learning Database for Conversational Video, IEEE Transactions on Multimedia, 2014, 第 5 作者(24) Online Discriminative Structured Output SVM Learning for Multi-Target Tracking, IEEE Signal Processing Letters, 2014, 第 3 作者(25) WEB TOPIC DETECTION USING A RANKED CLUSTERING-LIKE PATTERN ACROSS SIMILARITY CASCADES, EEE International Conference on Multimedia and Expo, 2014, 第 4 作者(26) SSOCBT: A Robust Semi-Supervised Online CovBoost Tracker by Using Samples Differently, IEEE Transactions on Circuits and Systems for Video Technology, 2013, 第 1 作者(27) Web video thumbnail recommendation with content-aware analysis and query-sensitive matching, Multimedia Tools and Applications, 2013, 第 4 作者(28) Online web-video Topic Detection and Tracking with Semi-supervised Learning, Pacific-Rim Conference on Advances in Multimedia Information Processing, 2013, 第 1 作者(29) Cross-Media Topic Detection: A Multi-Modality Fusion Framework, IEEE International Conference on Multimedia and Expo, 2013, 第 2 作者(30) A Multiple Targets Appearance Tracker based on Object Interaction Model, IEEE Transactions on Circuits and Systems for Video Technology, 2012, 第 1 作者(31) Online Selection of the Best k-Feature Subset for Object Tracking, J. Visual Communication and Image Representation, 2012, 第 1 作者(32) Treat Samples Differently: Object Tracking with Semi-supervised Online CovBoost, International Conference on Computer Vision, 2011, 第 1 作者(33) Real-time interactive multi-target tracking using kernel-based trackers, IEEE International Conference on Image Processing, 2010, 第 1 作者(34) Object tracking using incremental 2D-LDA learning and Bayes inference, IEEE International Conference on Image Processing, 2008, 第 1 作者
发表著作
科研活动
科研项目
( 1 ) 基于半监督学习和交互模型的多目标跟踪方法, 主持, 国家级, 2014-01--2016-12( 2 ) 融合多源迁移学习和环境结构信息的目标跟踪方法, 主持, 研究所(学校), 2015-09--2017-09( 3 ) 面向城市交通监控的无人机视频分析及其关键信息挖掘, 参与, 国家级, 2017-01--2021-12( 4 ) 无人机视频中目标跟踪技术研究, 主持, 国家级, 2018-01--2021-12( 5 ) 中国科学院青年创新促进会, 主持, 部委级, 2018-01--2021-12( 6 ) 基于大规模跨媒体知识网络的复杂视频问答方法研究, 主持, 国家级, 2019-01--2023-12( 7 ) 基于深度学习的无人机视频车辆事件时空定位技术, 主持, 研究所(学校), 2019-01--2019-12
参与会议
(1)Video Saliency Prediction with Optimized Optical Flow and Gravity Center Bias 2016-07-14(2)Learning Label Specific Features for Multi-Label Classification 2015-11-16(3)GOMES: A GROUP-AWARE MULTI-VIEW FUSION APPROACH TOWARDS REAL-WORD IMAGE CLUSTERING 2015-06-28
合作情况
指导学生
现指导学生
张晨 硕士研究生 081203-计算机应用技术