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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2018



  • Yong Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, "Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships," IEEE Conference on Computer Vision and Pattern Recognition(CVPR2018), pp. 6985-6994, Salt Lake City, UT, June 18-22, 2018.[Paper][code] 
  • Lanqing Hu, Meina Kan, Shiguang Shan, Xilin Chen, "Duplex Generative Adversarial Network for Unsupervised Domain Adaptation," IEEE Conference on Computer Vision and Pattern Recognition(CVPR2018), (Accepted) [Paper][code] 
  • Huajie Jiang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition,” 15th European Conference on Computer Vision (ECCV 2018), Munich, Germany, Sep. 8-14, 2018.[Paper] [code]




2017


  • Huajie Jiang, Ruiping Wang, Shiguang Shan, Yi Yang, Xilin Chen, “Learning Discriminative Latent Attributes for Zero-Shot Classification,” 16th IEEE International Conference on Computer Vision (ICCV 2017), pp. 4223-4232, Venice, Italy, Oct. 22-29, 2017. [Paper][code]
  • Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, “Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), pp. 6259-6268, Honolulu, HI, July 21-26, 2017. [Paper][Code]


2016


2015

  • Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xianqiu Li, Xilin Chen, “Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification,” The 32nd International Conference on Machine Learning (ICML 2015), pp. 720-729, Lille, France, July 6-11, 2015. [Paper][Code]
  • Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Projection Metric Learning on Grassmann Manifold with Application to Video based Face Recognition,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), pp. 140-149, Boston, MA, June 7-12, 2015.[Paper][Code]
  • Wen Wang, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), pp. 2048-2057, Boston, MA, June 7-12, 2015. [Paper][Code]
  • Yan Li, Ruiping Wang, Haomiao Liu, Huajie Jiang, Shiguang Shan, Xilin Chen, “Two Birds, One Stone: Jointly Learning Binary Code for Large-scale Face Image Retrieval and Attributes Prediction,” 15th IEEE International Conference on Computer Vision (ICCV 2015), pp. 3819-3827, Santiago, Chile, Dec. 11-18, 2015.  [Paper][Code]
  • Yan Li, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Face Video Retrieval with Image Query via Hashing across Euclidean Space and Riemannian Manifold,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), pp. 4758-4767, Boston, MA, June 7-12, 2015. [Paper][Code]


2014

  • Jie Zhang, Shiguang Shan, Meina Kan, and Xilin Chen, “Coarse-to-Fine Auto-Encoder Networks (CFAN) for Real-Time Face Alignment, European Conference on Computer Vision(ECCV), 2014. [Paper][Code]
  • Yan Li, Ruiping Wang, Zhen Cui, Shiguang Shan, Xilin Chen, “Compact Video Code and Its Application to Robust Face Retrieval in TV-Series,” 25th British Machine Vision Conference (BMVC 2014), Nottingham, UK, Sep. 1-5, 2014. [Paper][Code]
  • Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), pp. 1677-1684, Columbus, Ohio, June 23-28, 2014. [Paper][Code]
  • Mengyi Liu, Shiguang Shan, Ruiping Wang, Xilin Chen, “Learning Expressionlets on Spatio-Temporal Manifold for Dynamic Facial Expression Recognition,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), pp. 1749-1756, Columbus, Ohio, June 23-28, 2014. [Paper][Code]
  • Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Hybrid Euclidean-and-Riemannian Metric Learning for Image Set Classification,” 12th Asian Conference on Computer Vision (ACCV 2014), Part III, LNCS 9005, pp. 562–577, Singapore, Nov. 1-5, 2014. [Paper][Code]
  • Mengyi Liu, Ruiping Wang, Shaoxin Li, Shiguang Shan, Zhiwu Huang, Xilin Chen, “Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild,” 16th ACM International Conference on Multimodal Interaction (ICMI 2014), pp. 494-501, Istanbul, Turkey, Nov. 12-16, 2014. [Paper][Code]


2013

  • Mengyi Liu, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Partial Least Squares Regression on Grassmannian Manifold for Emotion Recognition,” 15th ACM International Conference on Multimodal Interaction (ICMI 2013), pp. 525-530, Sydney, Australia, Dec. 9-13, 2013. [Paper][Code]

 

 


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