研究领域
人机交互技术,多模态融合可视分析,视频智能处理,情感识别与交互
草图用户界面,多通道融合交互技术,可视媒体计算,媒体大数据可视分析
人机信任与接管,智能座舱自然人机交互技术
围绕自然用户界面的基础理论、关键技术及其在典型领域的应用展开研究,在可视媒体智能处理方法、面向视频内容的高效表示与自然交互以及草图呈现与交互的认知分析等方面进行了深入探索并取得了一些突破性成果。
主持和作为课题骨干参与国家级课题20余项, 在IEEE TVCG 、IEEE TMM、IEEE TIP、IEEE TAC、CVPR、ECCV、ICCV、AAAI、IJCAI、IEEE VIS等国际著名期刊和会议上发表论文60余篇,申请国家发明专利20余项。入选2012年中国科学院软件研究所杰出青年人才计划项目支持。相关成果获得2019“牛顿奖”中国奖(Newton Prize 2019,牛顿奖是世界范围的重要奖项之一,旨在通过英国科学与创新伙伴关系帮助解决全球发展挑战,颁发给推动经济发展和社会福利的最佳研究或创新),获2015北京市科学技术一等奖。获2016中国科学院朱李月华优秀教师奖。获2021年中国科学院软件研究所优秀导师荣誉称号。
招生信息
招生专业
招生方向
教育背景
1997-07--2000-07 山东大学计算机科学与技术系 硕士
1993-07--1997-07 山东大学计算机科学与技术系 学士
工作经历
2013-12--今 中国科学院软件研究所 研究员
2015-10--2015-11 Northwestern University,USA Visiting scholar
2008-10--2013-12 中国科学院软件研究所 副研究员
2004-12--2006-02 美国国家科学院Naval Postgraduate School Research Associate
2003-07--2008-10 中国科学院软件研究所 助理研究员
教授课程
研究成果
发表文章
Haoxiang Hu, Cangjun Gao, Yaokun Li, Xiaoming Deng, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang. SpaceGTN: A Time-Agnostic Graph Transformer Network for Handwritten Diagram Recognition and Segmentation. Association for the Advancement of Artificial Intelligence, AAAI 2024
Zeyuan Huang, Qiang He, Kevin Maher,Xiaoming Deng, Yu-Kun Lai,Cuixia Ma, QIN Shengfeng, Yong-Jin Liu, Hongan Wang . SpeechMirror: A Multimodal Visual Analytics System for Personalized Reflection of Online Public Speaking Effectiveness . 2023 IEEEVIS , Melbourne, Australia, 22-27 October
Ran Zuo,Xiaoming Deng,Keqi Chen,Zhengming Zhang,Yukun Lai,Fang Liu,Cuixia Ma,Hao Wang,Yongjin Liu,Hongan Wang . Fine-Grained Video Retrieval with Scene Sketches . IEEE Transactions on Image Processing[J] , 2023 , 32 : 3136-3149
Fang Liu, Xiaoming Deng, Changqing Zou, Yu-Kun Lai, Keqi Chen, Ran Zuo, Cuixia Ma, Yong-Jin Liu, Hongan Wang. SceneSketcher-v2: Fine-Grained Scene-Level Sketch-Based Image Retrieval using Adaptive GCNs. IEEE Transactions on Image Processing, Digital Object Identifier: 10.1109/TIP.2022.3175403.
Kevin Maher, Zeyuan Huang, Jiancheng Song, Xiaoming Deng, Yu-Kun Lai, Cuixia Ma, Hao Wang, Yong-Jin Liu, Hongan Wang. E-ffective: A Visual Analytic System for Exploring the Emotion and Effectiveness of Inspirational Speeches. IEEE Transactions on Visualization and Computer Graphics. 28(1): 508-517 (2021).
Cuixia Ma, Jiancheng Song, Qian Zhu, Kevin Maher, Zeyuan Huang, Hongan Wang. EmotionMap: Visual Analysis of Video Emotional Content on a Map. Journal of Computer Science and Technology(JCST), 2020, 35: 576-591.
Xiaobing Du, Cuixia Ma, Guanhua Zhang, Jinyao Li, Yu-Kun Lai, Guozhen Zhao, Xiaoming Deng, Yong-Jin Liu and Hongan Wang. An Efficient LSTM Network for Emotion Recognition from Multichannel EEG Signals, IEEE Transactions on Affective Computing, 2020.
Fang Liu, Changqing Zou, Xiaoming Deng, Ran Zuo, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang. SceneSketcher: Fine-Grained Image Retrieval with Scene Sketches. European Conference on Computer Vision (ECCV), pp. 718-734. Springer, Cham, 2020.
Fang Liu, Xiaoming Deng,Yukun Lai, Yongjin Liu, Cuixia Ma, Hongan Wang.SketchGAN: Joint Sketch Completion and Recognition with Generative Adversarial Network. CVPR 2019, 2019/6/16-2019/6/20,Long Beach, California, USA
Cuixia Ma, Yongjin Liu, Guozhen Zhao, Hongan Wang. Visualizing and Analyzing Video Content with Interactive Scalable Maps. IEEE Transactions on Multimedia, 2016, 18(11):1-13.
Yong-Jin Liu, Cuixia Ma* , Guozhen Zhao, Xiaolan Fu, Hongan Wang, Guozhong Dai, Lexing Xie (2016) An Interactive SpiralTape Video Summarization. IEEE Transactions on Multimedia, 2016, 18(7):1-14.
Cuixia Ma,Yang Guo,Hongan Wang. VideoMap:An Interactive and Scalable Visualization for Exploring Video Content. the 4th international conference on Computational Visual Media (CVM 2016),Apr 6 to Apr 8, 2016, Cardiff University, UK.
Chen Zhang, Hao Wang, Wei Wang, Cuixia Ma, Jingjing Li, Yibo Wang, Fanjiang Xu,EventPanorama: A Framework for Event Detection and Visualization from Online News. (HICSS)Hawaii International Conference on System Sciences,2016
Yongjin Liu,Cuixia Ma,Qiufang Fu,Xiaolan Fu,Shengfeng Qin,Lexing Xie,A Sketch-based Approach for Interactive Organization of Video Clips,ACM Transactions on Multimedia Computing, Communications and Applications.,2014,11(1 )
Cuixia Ma,Yongjin Liu,Hongan Wang,Dongxing Teng,Guozhong Dai,Sketch-Based Annotation and Visualization in Video Authoring,IEEE Transactions on Multimedia,2012,14(4):1153-1165
Cuixia Ma,Yongjin Liu,Haiyan Yang,Dongxing Teng,Hongan Wang,Guozhong Dai,KnitSketch: A Sketch Pad for Conceptual Design of 2D Garment Patterns,IEEE Transactions on Automation Science and Engineering,2011,8(2):431-437
Yongjin Liu,Cuixia Ma,Dongliang Zhang,EasyToy: A Plush Toy Design System Using Editable Sketching Curves,IEEE Computer Graphics and Applications,2011,31(2):49-57
Hongan Wang,Cuixia Ma(*),Interactive Multi-scale Structures for Summarizing Video Content,Science China Information Sciences,2013,56(5):1-12
Yongjin Liu,Xi Luo,Ajay Joneja,Cuixiia Ma,Xiaolan Fu,Dawei Song ,User-adaptive Sketch-based 3D CAD Model Retrieval ,IEEE Transactions on Automation Science and Engineering,2013,10(3):783-795
Yanqiu Zhang,Cuixia Ma(*),Jinkai Zhang,Dongliang Zhang,Yongjin Liu ,An Interactive Personalized Video Summarization Based on Sketches ,ACM 12th International Conference on Virtual Reality Continuum and Its Applications in Industry(ACM SIGGRAPH VRCAI 2013),2013.11.17-2013.11.19
Jinkai Zhang,Cuixia Ma(*),Yongjin Liu,Qiufang Fu,Xiaolan Fu ,Collaborative Interaction for Videos on Mobile Devices Based on Sketch Gestures ,Journal of Computer Science and Technology,2013,28(5):810-817
Cuixia Ma ,Hongan Wang,Dongxing Teng,Guozhong Dai ,Interactive Context-Aware Modeling of Concept Sketch and Operation ,3rd International Conference on Pervasive Computing and Applications,786-791,Alexandria, EGYPT,2008.10.6-2008.10.8
Cuixia Ma ,Shengfeng Qin,Hongan Wang,Guozhong Dai ,Modeling Sketching Primitives to Support Freehand Drawing based on Context Awareness ,Computing and Informatics,2010,29(4):585-600
科研项目
国家自然科学基金面上项目,2023/01-2026/12,负责人
国家自然科学基金面上项目,2019/01-2022/12,负责人
国家重点研发计划,2023/03-2026/03,参与
牛顿基金,Newton Prize Project,2020/08-2021/12,负责人
BRITISH COUNCIL, International cooperation projects,2023/01/01-2025/03/31,中方负责人
北京市自然科学基金重点项目,2023/01-2025/12,课题负责人
北京市自然科学基金面上项目,2021/01-2023/12,负责人
国家重大研发计划项目-“科技冬奥“重点专项-课题, 2021/08 - 2022/12,主要参加人
国家自然科学基金国际(地区)合作与交流项目,2019/01-2019/12,负责人
国家重点研发计划, 2017/01-2020/12,主要参加人
国家自然科学基金面上项目,2012/01-2015/12,负责人
国家自然科学基金青年基金项目,2008/01-2010/12,负责人
国家自然科学基金重点支持项目,2015/01-2018/12,主要参加人
国家重点基础研究发展计划项目 (973项目),2011/01-2015/12,主要参加人
国家高技术研究发展计划(863)项目,2012/01-2015/12,主要参加人
国家科技支撑计划子课题,2006/12-2009/12,子课题负责人
中国科学院软件研究所杰出青年人才计划项目,2012/01-2015/12,负责人
教育部留学回国人员科研启动基金,2008/09-2009/12,负责人