中科院计算所视觉信息处理与学习组

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科学研究
手语组

组  长:柴秀娟 副研究员

Email:chaixiujuan@ict.ac.cn

地  址:北京市海淀区科学院南路6号 中国科学院计算技术研究所

With the rapid development of the computing devices, it is more and more important for Human Computer Interaction (HCI) in our daily life. Next generation HCI should be natural, efficient, and user-centered. Vision-based gesture/sign language recognition is one of the core technologies for interaction. Therefore, this team focuses on the gesture analysis and chinese sign language recognition.
研究内容

Sign Language Recognition, Gesture Interaction, 3D Hand Pose Estimation

Current Research Projects:

under construction
部分论文

刊物论文

1.    Hanjie Wang, Jingjing Fu, Yan Lu, Xilin Chen, Shipeng Li. Depth Sensor Assisted Real-time Gesture Recognition for Interactive Presentation. Journal of Visual Communication and Image Representation, 24(8): 1458-1468, 2013.【pdf】

2.    HANJIE WANG、XIUJUAN CHAI、XIAOPENG HONG、GUOYING ZHAO、XILIN CHEN,Isolated Sign Language Recognition with Grassmann Covariance Matrices,ACM Transactions on Accessible Computing,2016/5/1【pdf】

3.    Hanjie Wang , XiujuanChai , XilinChen,Sparse Observation(SO) Alignment for Sign Language Recognition,Neurocomputing,2016/1/1【pdf】

4.    Xiujuan Chai, Zhipeng Liu, Fang Yin, Zhuang Liu, Xilin Chen,Two Streams Recurrent Neural Networks for Large-Scale Continuous Gesture Recognition,International Conference on Pattern Recognition,2016/12/1【pdf】

5.    Fang Yin, Xiujuan Chai,Xilin Chen,Iterative Reference Driven Metric Learning for Signer Independent Isolated Sign Language Recognition,European Conference on Computer Vision,2016/10/1【pdf】

6.    Qi Wang, Xilin Chen, Liangguo Zhang, Chunli Wang, and Wen Gao. Viewpoint Invariant Sign Language Recognition. Computer Vision and Image Understanding, 108(1-2): 87-97, Oct.-Nov., 2007.【pdf】

7.    Qi wang, Xilin chen, Wen Gao, viewpoint invariant sign language recognition, 2017【pdf】

会议论文

1.    Fang Yin, Xiujuan Chai and Xilin Chen. Iterative Reference Driven Metric Learning for Signer Independent Isolated Sign Language Recognition. The 14th European Conference on Computer Vision (ECCV2016), 2016, Amsterdam, The Netherlands.【pdf】

2.    Fang Yin, Xiujuan Chai, Yu Zhou and Xilin Chen. Weakly Supervised Metric Learning towards Signer Adaptation for Sign Language Recognition. British Machine Vision Conference (BMVC2015), 2015, Swanse, UK.【pdf】

3.    Fang Yin, Xiujuan Chai, Yu Zhou and Xilin Chen. Semantics Constrained Dictionary Learning for Signer-independent Sign Language Recognition. The 22nd IEEE International Conference on Image Processing (ICIP2015), 2015, Quebec City, Canada.【pdf】

4.    Xiujuan Chai, Hanjie Wang, Fang Yin and Xilin Chen. Communication tool for the hard of hearings. The Sixth International Conference on Affective Computing and Intelligent Interaction (ACII2015), 2015, Xi'an, China.【pdf】

视觉信息处理和学习组
  • 单位地址:北京海淀区中关村科学院南路6号
  • 邮编:100190
  • 联系电话:010-62600514
  • Email:yi.cheng@vipl.ict.ac.cn
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