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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论文发表
  • 1Fei Wu, Xiaoyuan Jing, Shiguang Shan, Wangmeng Zuo, Jingyu Yang, "Multiset Feature Learning for Highly Imbalanced Data Classification," AAAI Conference on Artificial Intelligence(AAAI2017), San Francisco, California, USA, 2017. 【pdf】
  • 2Xiaoyuan Jing, Fei Wu, Xiwei Dong, Shiguang Shan, Songcan Chen, "Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification," AAAI Conference on Artificial Intelligence(AAAI2017), San Francisco, California, USA, 2017.【pdf】
  • 3Xinhang Song, Luis Herranz, Shuqiang Jiang, "Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs," AAAI Conference on Artificial Intelligence(AAAI2017), 2017. 【pdf】
  • 4Junbao Zhuo, Shuhui Wang, Weigang Zhang, Qingming Huang, "Deep Unsupervised Convolutional Domain Adaptation," ACM Multimedia Conference(ACMMM2017), 2017. 【pdf】
  • 5Liang Zhang, Bingpeng Ma, Guorong Li, Qingming Huang, Qi Tian, "Multi-Networks Joint Learning for Large-Scale Cross-Modal Retrieval," ACM Multimedia Conference(ACMMM2017), Mountain View, CA, USA, 2017.【pdf】
  • 6Weiqing Min, Shuqiang Jiang, Shuhui Wang, Jitao Sang, Shuhuan Mei, "A Delicious Recipe Analysis Framework for Exploring Multi-Modal Recipes with Various Aributes," ACM Multimedia Conference(ACMMM2017), 2017. 【pdf】
  • 7Xinhang Song, Chengpeng Chen, Shuqiang Jiang, "RGB-D Scene Recognition with Object-to-Object Relation," ACM Multimedia Conference(ACMMM2017), 2017. 【pdf】
  • 8Xiujuan Chai, Zhuang Liu, Yongjun Li, Fang Yin, Xilin Chen. SignInstructor:An Effective Tool for Sign Language Vocabulary Learning. Asian Conference on Pattern Recognition, 2017. 【pdf】
  • 9Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, "Multi-View Subspace Learning with Diversity Enforced Skeleton Embedding," IEEE International Conference on Multimedia Big Data(BigMM2017), Laguna Hills, USA, pp. 121-128, 2017.
  • 10Difei Gao, Ruiping Wang, Shiguang Shan, Xilin Chen, "Visual Textbook Network:Watch Carefully before Answering Visual Questions," British Machine Vision ConferenceConference(BMVC2017), 2017. 【pdf】
  • 11Sisi Liang, Xiangyang Li, Yongqing Zhu, Xue Li, Shuqiang Jiang, "ISIA at the ImageCLEF 2017 Image Caption Task," Conference and Labs of the Evaluation Forum(CLEF2017), 2017. 【pdf】
  • 12Haomiao 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(CVPR2017), 2017.【pdf】
  • 13Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, "A Graph Regularized Deep Neural Network for Unsupervised Image Representation Learning," IEEE Conference on Computer Vision and Pattern Recognition(CVPR2017), Honolulu, Hawaii, USA, 2017.
  • 14Wen Wang, Ruiping Wang, Shiguang Shan, Xilin Chen, "Discriminative Covariance Oriented Representation Learning for Face Recognition with Image Sets," IEEE Conference on Computer Vision and Pattern Recognition(CVPR2017), vol. 30, pp. 5749-5758, 2017.【pdf】
  • 15Yiling Wu, Shuhui Wang, Weigang Zhang, Qingming Huang, "Online Asymmetric Similarity Learning for Cross-Modal Retrieval," IEEE Conference on Computer Vision and Pattern Recognition(CVPR2017), 2017.【pdf】
  • 16Zhenliang He, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen, "Robust FEC-CNN: A High Accuracy Facial Landmark Detection System," IEEE Conference on Computer Vision and Pattern Recognition Workshops(CVPR2017), Hawaii, 2017.【pdf】
  • 17Fang Wang, Hu Han, Shiguang Shan, Xilin Chen, "Deep Multi-Task Learning for Joint Prediction of Heterogeneous Face Attributes," IEEE International Conference on Face and Gesture Recognition(FG2017), 2017.【pdf】
  • 18Lanqing Hu, Meina Kan, Shiguang Shan, Xingguang Song, Xilin Chen, "LDF-Net:Learning a Displacement Field Network for Face Recognition across Pose," IEEE International Conference on Face and Gesture Recognition(FG2017), Washington, 2017.【pdf】
  • 19Xin Liu, Meina Kan, Shiguang Shan, Xilin Chen, "Noisy Face Image Sets Refining Collaborated with Discriminant Feature Space Learning," IEEE International Conference on Face and Gesture Recognition(FG2017), Washington, 2017.【pdf】
  • 20Xin Liu, Shaoxin Li, Meina Kan, Shiguang Shan, Xilin Chen, "Self-Error-Correcting Convolutional Neural Network for Learning with Noisy Labels," IEEE International Conference on Face and Gesture Recognition(FG2017), Washington, 2017.【pdf】
  • 21Zhenliang He, Meina Kan, Jie Zhang, Xilin Chen, Shiguang Shan, "A Fully End-to-End Cascaded CNN for Facial Landmark Detection," IEEE International Conference on Face and Gesture Recognition(FG2017), Washington, 2017.【pdf】
  • 22Guoli Song, Shuhui Wang, Qingming Huang, and Qi Tian, "Multimodal Gaussian Process Latent Variable Models with Harmonization," IEEE International Conference on Computer Vision(ICCV2017), pp. 5039-5047, Venice, Italy, 2017. 【pdf】
  • 23Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian, "Multimodal Gaussian Process Latent Variable Models with Harmonization," IEEE International Conference on Computer Vision(ICCV2017), Venice, Italy, pp. 5029-5037, 2017.【pdf】
  • 24Huajie Jiang, Ruiping Wang, Shiguang Shan, Yi Yang, Xilin Chen, "Learning Discriminative Latent Attributes for Zero-Shot Classification," IEEE International Conference on Computer Vision(ICCV2017), Venice, Italy, 2017.【pdf】
  • 25Wanglong Wu, Meina Kan, Xin Liu, Yi Yang, Shiguang Shan, Xilin Chen, "Recursive Spatial Transformer(ReST)for Alignment-Free Face Recognition," IEEE International Conference on Computer Vision(ICCV2017), Venice, Italy, pp. 3772-3780, 2017.【pdf】
  • 26Zhipeng Liu, Xiujuan Chai, Zhuang Liu, Xilin Chen, "Continuous Gesture Recognition with Hand-Oriented Spatiotemporal Feature," IEEE International Conference on Computer Vision(ICCV2017)workshop, pp. 4321-4329, 2017. 【pdf】
  • 27Xiaqing Xu, Bingpeng Ma, Hong Chang, Xilin Chen, "Siamese Recurrent Architecture for Visual Tracking," IEEE International Conference on Image Processing(ICIP2017), 2017. 【pdf】
  • 28Liang Zhang, Bingpeng Ma, Guorong Li, Qingming Huang, "Metric based on Multi-order Spaces for Cross-modal Retrieval," IEEE International Conference on Multimedia and Expo(ICME2017), Hong Kong, China, 2017.【pdf】
  • 29Minfeng Zhan, Liang Li, Yugui Liu, Qingming Huang, "Cross-Media Retrieval with Semantics Clustering and Enhancement," IEEE International Conference on Multimedia and Expo(ICME2017), Hong Kong, China, 2017.
  • 30Xiaodan Zhang, Shengfeng He, Xinhang Song, Pengxu Wei, Shuqiang Jiang, Qixiang Ye, Jianbin Jiao, Rynson W.H. Lau, "Keyword-Driven Image Captioning Via Context-Dependent Bilateral Lstm," IEEE International Conference on Multimedia and Expo(ICME2017), 2017. 【pdf】
  • 31Yaohui Zhu, Shuqiang Jiang, Xiangyang Li, "Visual Relationship Detection with Object Spatial Distribution," IEEE International Conference on Multimedia and Expo(ICME2017), 2017. 【pdf】
  • 32Yiling Wu, Shuhui Wang, Weigang Zhang, Qingming Huang, "Online Low-Rank Similarity Function Learning with Adaptive Relative Margin for Cross-Modal Retrieval," IEEE International Conference on Multimedia and Expo(ICME2017), 2017【pdf】
  • 33Kongming Liang, Yuhong Guo, Hong Chang, Xilin Chen, "Incomplete Attribute Learning with Auxiliary Labels," International Joint Conference on Artificial Intelligence(IJCAI2017), 2017.【pdf】
  • 34Liang Zhang, Bingpeng Ma, Jianfeng He, Guorong Li, Qingming Huang, Qi Tian, "Adaptively Unified Semi-Supervised Learning for Cross-Modal Retrieval," International Joint Conference on Artificial Intelligence(IJCAI2017), Melbourne, Australia, 2017.【pdf】
  • 35Shuqiang Jiang, Weiqing Min, Xue Li, Huayang Wang, Jian Sun, Jiaqi Zhou, "Dual Track Multimodal Automatic Learning through Human-Robot Interaction," International Joint Conference on Artificial Intelligence(IJCAI2017), 2017. 【pdf】
  • 36Xinge Zhu, Liang Li, Weigang Zhang, Tianrong Rao, Min Xu, Qingming Huang, Dong Xu, "Dependency Exploitation:A Unified CNN-RNN Approach for Visual Emotion Recognition," International Joint Conference on Artificial Intelligence(IJCAI2017), Melbourne, Australia, 2017.
  • 37Xinhang Song, Shuqiang Jiang, Luis Herranz, "Combining Models from Multiple Sources for RGB-D Scene Recognition," International Joint Conference on Artificial Intelligence(IJCAI2017), 2017. 【pdf】
  • 38Xuesong Niu, Hu Han, Shiguang Shan, Xilin Chen, "Continuous Heart Rate Measurement from Face:A Robust rPPG Approach with Distribution Learning," International Joint Conference on Biometrics(IJCB2017), 2017. 【pdf】
  • 39Jiaming Zhang, Shuhui Wang, Qiang Qu, Qingming Huang, "JEREMIE:Joint Semantic Feature Learning Via Multi-Relational Matrix Completion," The Mobility Analytics for Spatial-Temporal and Social Data (MATES2017) workshop collocated with VLDB, Munich, Germany, pp. 87-108, 2017.【pdf】
  • 40Jianfeng He, Shuhui Wang, Qiang Qu, Weigang Zhang, Qingming Huang, "Efficient Cross-Modal Retrieval Using Social Tag Information Towards Mobile Applications," The Mobility Analytics for Spatial-Temporal and Social Data(MATES2017)workshop collocated with VLDB, Munich, Germany, pp. 157-176, 2017.【pdf】

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