中科院计算所视觉信息处理与学习组
中科院计算所视觉信息处理与学习组


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研究内容

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刊物论文

1.    Meina Kan, Shiguang Shan, Haihong Zhang, Shihong Lao, Xilin Chen, "Multi-View Discriminant Analysis," IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI2016), vol. 38, no. 1, pp. 188-194, 2016.

2.    Risheng Liu, Guangyu Zhong, Junjie Cao, Zhouchen Lin, Shiguang Shan, Zhongxuan Luo, "Learning to Diffuse: A New Perspective to Design PDEs for Visual Analysis," IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI2016), vol. 38, no. 12, pp. 2457-2471, 2016.

3.    王汉杰, 柴秀娟, 陈熙霖, "动态手势检测与分类," 软件学报, 2016.

4.    Guan Luo, Shuang Yang, Guodong Tian, Chunfeng Yuan, Weiming Hu, "Learning Human Actions by Combining Global Dynamics and Local Appearance," IEEE Trans Pattern Anal Mach Intell, vol. 36(12), pp. 2466-2482, 2014.

5.    林宇舜, 柴秀娟, 许志浩, 尹芳, 陈熙霖, "在频域上利用三维轨迹匹配进行手语识别," 软件学报, vol. 25(S2), pp. 36-43, 2014.

6.    Jinli Suo, Xilin Chen, Shiguang Shan, Wen Gao and Qionghai Dai. A Concatenational Graph Evolution Aging Model. IEEE Trans. on Pattern Analysis and Machine Intelligence. 34(11):2083-2096, 2012.11

7.    Shuhui Wang, Fuzhen Zhuang, Shuqiang Jiang, Qingming Huang, Qi Tian: Cluster-sensitive Structured Correlation Analysis for Web cross-modal retrieval. Neurocomputing 168: 747-760 (2015)

8.    Xiaowei Zhao, Xiujuan Chai, Zhiheng Niu, Cherkeng Heng, Shiguang Shan. Context Modeling for Facial Landmark Detection Based on Non-Adjacent Rectangle (NAR) Haar-like Feature. Image and Vision Computing, vol.30, no.3, pp.136-146, Mar. 2012.

9.    Ruiping Wang, Shiguang Shan, Xilin Chen, Jie Chen, Wen Gao. Maximal Linear Embedding for Dimensionality Reduction. IEEE Trans. on Pattern Analysis and Machine Intelligence. 33 (9), 1776 - 1792, 2011.9

10.    Jie Chen, Shiguang Shan, Chu He, Guoying Zhao, Matti Pietikäinen, Xilin Chen, Wen Gao. WLD: A Robust Local Image Descriptor. IEEE Trans. on Pattern Analysis and Machine Intelligence. vol.32, no.9, 1705-1720, 2010.9

11.    Jinli Suo, Song-Chun Zhu, Shiguang Shan, Xilin Chen, "A Compositional and Dynamic Model for Face Aging," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 3, pp. 385-401, Mar. 2010

12.    Changhong Liu, Xiujuan Chai, Shiguang Shan, Motoyasu Honma, Yoshihisa Osada. Synthesized Views Can Improve Face Recognition. Applied Cognitive Psychology, 23(7), pp.987-998, Oct. 2009

13.    Xiujuan Chai, Shiguang Shan, Xilin Chen, Wen Gao. Locally linear Regression for Pose Invariant Face Recognition. IEEE Trans. On Image Processing. Vol.16, No.7, pp.253-263, Jul.2007

14.    柴秀娟,山世光,卿来云,陈熙霖,高文。 基于3D人脸重建的姿态,光照不变人脸识别。软件学报,17(3), pp525-534, 2006年3月 (EI)

15.    柴秀娟,山世光,高文,陈熙霖。基于样例学习的面部特征自动标定算法。软件学报, 16(5), pp 718-726,2005年5月 (EI)

会议论文

1.    Hao Yang, Baoxin Wu, Shuang Yang, Chunfeng Yuan, "The Class-Specific Oriented Attributes for Action Recognition," Chinese Association for Artificial Inteligence(CAAI2016), 2016.

2.    Wen Sun, C Yuan, P Wang, S Yang, W Hu, Z Cai, "Hierarchical Bayesian Multiple Kernel Learning Based Feature Fusion for Action Recognition," International Conference on Pattern Recognition Workshop(ICPR2016), 2016.

3.    Baoxin Wu, Shuang Yang, Chunfeng Yuan, Weiming Hu, Fangshi Wang, "Human Action Recognition Based on Oriented Motion Salient Regions," Asian Conference on Computer Vision(ACCV2014), pp. 113-128, 2014.

4.    Chunfeng Yuan, Weiming Hu, Guodong Tian, Shuang Yang, Haoran Wang, "Multi-Task Sparse Learning with Beta Process Prior for Action Recognition," IEEE Conference on Computer Vision and Pattern Recognition(CVPR2013), pp. 423-429, 2013.

5.    Shuang Yang, Chunfeng Yuan, Haoran Wang, Weiming Hu, "Combining Sparse Appearance Features and Dense Motion Features Via Random Forest for Action Detection," International Conference on Acoustics, Speech and Signal Processing(ICASSP2013), pp. 2415-2419, 2013.


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