2Siyuan Liu, Qiang Qu, Shuhui Wang, "Rationality Analytics from Trajectories," ACM Transactions on Knowledge Discovery from Data, vol. 10, no. 39, pp. 1-22, 2015.【pdf】
3Shuang Wang, Shuqiang Jiang, "INSTRE:A New Benchmark for Instance-Level Object Retrieval and Recognition," ACM Transactions on Multimedia Computing, Vol. 11(3), pp. 37:1-37:21, 2015.
4Ruihan Xu, Luis Herranz, Shuqiang Jiang, Shuang Wang, Xinhang Song, Ramesh Jain, "Geolocalized Modeling for Dish Recognition," IEEE Trans. Multimedia, Vol. 17(8), pp. 1187-1199, 2015.【pdf】
5Weiqing Min, Bing-kun Bao, Changsheng Xu, "Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation," IEEE Trans. on Multimedia, vol. 17(10), pp. 1787-1801, 2015.【pdf】
6Junbiao Pang, Lei Qin, Chujie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin, "Local Laplacian Coding from Theoretical Analysis of Local Coding Schemes for Locally Linear Classification," IEEE Transactions on Cybernetics, vol. 45, no. 12, pp. 2937-2947, 2015.
7Li Shen, Gang Sun, Qingming Huang, Shuhui Wang, Zhouchen Lin, Enhua Wu, "Multi-Level Discriminative Dictionary Learning with Application to Large Scale Image Classification," IEEE Transactions on Image Processing, vol. 24, no. 10, pp. 3109-3123, 2015.【pdf】
8Zhiwu Huang, Shiguang Shan, Ruiping Wang, Haihong Zhang, Shihong Lao, Alifu Kuerban, Xilin Chen, "A Benchmark and Comparative Study of Video-Based Face Recognition on COX Face Database," IEEE Transactions on Image Processing, vol. 24, no. 12, pp. 5967-5981, 2015.
9Di Wen, Hu Han, Anil K.Jain, "Face Spoof Detection with Image Distortion Analysis," IEEE Transactions on Information Forensics and Security, vol. 10, no. 4, pp. 746-761, 2015.【pdf】
10Siyuan Liu, Shuhui Wang, Feida Zhu, "Structured Learning from Heterogeneous Behavior for Social Identity Linkage," IEEE Transactions on Knowledge Discovery and Engineering, vol. 27, no. 7, pp. 2005-2019, 2015.【pdf】
11Yanhao Zhang, Lei Qin, Rongrong Ji, Hongxun Yao, Qingming Huang, "Social Attribute-Aware Force Model:Exploiting Richness of Interaction for Abnormal Crowd Detection," IEEE Transactions on. Circuits and Systems for Video Technology, vol. 25, no. 7, pp. 1231-1245, 2015.【pdf】
12Yanhao Zhang, Qingming Huang, Lei Qin, Sicheng Zhao, Xiusheng Lu, Xiaoshuai Sun, Hongxun Yao, "Strategy for Aesthetic Photographing Recommendation via Collaborative Composition Model," IET Computer Vision, vol. 9, no. 5, pp. 691-698, 2015.【pdf】
13Xiong Lv, Shuqiang Jiang, Luis Herranz, Shuang Wang, "RGB-D Hand-Held Object Recognition Based on Heterogeneous Feature Fusion," Journal of Computer Science and Technology, vol. 30, no. 2, pp. 340-352, 2015.【pdf】
14Bingpeng Ma, Rui Huang, Lei Qin, "VOD: A Novel Image Representation for Head Yaw Estimation," Neurocomputing, vol. 148, pp. 455-466, 2015.【pdf】
15Guorong Li, Qingming Huang, Shuqiang Jiang, Yingkun Xu, Weigang Zhang, "Online Learning Affinity Measure with CovBoost for Multi-target Tracking," Neurocomputing, vol. 168, no. 30, pp. 327-335, 2015.【pdf】
16Hao Liu, Bingpeng Ma, Lei Qin, Junbiao Pang, Chunjie Zhang, Qingming Huang, "Set-Label Modeling and Deep Metric Learning on Person Re-Identification," Neurocomputing, vol. 151, no. 3, pp. 1283-1292, 2015.【pdf】
17Junbiao Pang, Chunjie Zhang, Lei Qin, Weigang Zhang, Laiyun Qing, Qingming Huang, Baocai Yin, "Online Dictionary Learning for Local Coordinate Coding with Locality Coding Adaptors," Neurocomputing, vol. 157, no. 6, pp. 61-69, 2015.【pdf】
18Mengyi Liu, Shaoxin Li, Shiguang Shan, Xilin Chen, "AU-inspired Deep Networks for Facial Expression Feature Learning," Neurocomputing, vol. 159, pp. 126-136, 2015.
19Zhen Cui, Shiguang Shan, Ruiping Wang, Lei Zhang, Xilin Chen, "Sparsely Encoded Local Descriptor for Face Verification," Neurocomputing, vol. 147, pp. 403-411, 2015.【pdf】
20Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen, "Face Recognition on Large-Scale Video in the Wild with Hybrid Euclidean-and-Riemannian Metric Learning," Pattern Recognition, vol. 48, no. 10, pp. 3113-3124, 2015.【pdf】
21Hu Han, Charles Otto, Xiaoming Liu, Anil K.Jain, "Demographic Estimation from Face Images:Human vs. Machine Performance," IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI2015), vol. 37, no. 6, pp. 1148-1161, 2015.【pdf】