计算机视觉（Computer Vision）

1. Fuchao Wu, Qiang Zhang, and Zhanyi Hu, Efficient Suboptimal Solutions to the Optimal Triangulation，International Journal of Computer Vision, 91(1): 77-106, 2011.
2. Bin Fan, Fuchao Wu, Zhanyi Hu, Reliable Matching of Images Containing Repetitive PatternsPattern Recognition Letters, Volume 32, Issue 14, Pages: 1851-1859, October 2011.
3. Shiming Xiang, Chunhong Pan, Feiping Nie, and Changshui Zhang. Interactive Image Segmentation with Multiple Linear Reconstructions in Windows. IEEE Transactions on Multimedia (TMM). vol. 13, no. 2, pp. 342-352, 2011.
4. Zhang Zhang, Tieniu Tan, Kaiqi Huang, An Extended Grammar System for Learning and Recognizing Complex Visual Events, IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 33, no.2, pp. 240-255, Feb. 2011.
5. Kaiqi Huang, Dacheng Tao,Yuan Yan Tang, Xuelong Li, Tieniu Tan, Biologically Inspired Features for Scene Classification in Video Surveillance,IEEE Transactions on System,Man and Cybernetics,Part B,vol.41,no.1, pp. 307-313, 2011.
6. Yongzhen Huang, Kaiqi Huang, Dacheng Tao, Tieniu Tan, Xuelong Li, Enhanced Biologically Inspired Model for Object Recognition, IEEE Transactions on Systems, Man, and Cybernetics, Part B, vol.41, no.6, pp.1668-1680, Dec. 2011 .
7. L. Wang, C. Leckie, R. Kotagiri, and J. Bezdek, Approximate pairwise clustering for large datasets via sampling plus extension, Pattern Recognition, Vol. 44, No. 2, pp.222-235, 2011.
8. B. Tan, J. P. Zhang and L. Wang, Semi-supervised elastic net for pedestrian counting, Pattern Recognition, Vol. 44, No. 10-11, pp.2297-2304, 2011.
9. L. Shao, H. Zhang, L. Wang, and L. J. Wang, Repairing imperfect video enhancement algorithms using classification-based trained filters, The Signal, Image and Video Processing Journal, Vol.5, No. 3, pp. 307-313, 2011.
10. X. Geng, K. Smith-Miles, Z. H. Zhou, and L. Wang, Face image modelling by multilinear subspace analysis with missing values, IEEE Transactions on System, Man, and Cybernetics, Part B, Vol. 41, No. 3, pp. 881-892, 2011.
11. L. Wang, L. Cheng and L. Wang, Elastic sequence correlation for human action analysis, IEEE Transactions on Image Processing, Vol. 20, No. 6, pp. 1725-1738, 2011.

图象/视频处理与分析（Image/Video Processing and Analysis）

12. Shi Chen, Jinqiao Wang, Yi Ouyang, Bo Wang, Changsheng Xu, Hanqing Lu. Boosting Part-sense Multi-feature Learners toward Effective Object Detection. Computer Vision and Image Understanding, 115(3), 2011, pp 364-374.
13. Haoting Liu, Jie Li, Zheng Wang, Jian Cheng, Hanqing Lu, Yan Zhao, Image Quality Feedback-Based Adaptive Video Definition Improvement for the Space Manipulation Task. International Journal of Image Graphics, 11(2), 2011, pp153-175.
14. Jitao Sang, Changsheng Xu. Browse by chunks: Topic Mining and organizing on Web-scale Social media. ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), vol.7s, no.1, published online October, 2011.
15. J. Wen, B. Zhang, and C. Pan. Image composition by constraining responses of filters. IET Image Processing. vol. 5, no, 1, pp.1-12, 2011.
16. Hu Weiming; Xie Nianhua; Li Li; et al. A Survey on Visual Content-Based Video Indexing and Retrieval. IEEE Transactions On Systems Man And Cybernetics Part C-Applications And Reviews. Volume: 41, Issue: 6, Pages: 797-819, 2011.
17. Hu Weiming; Li Xi; Zhang Xiaoqin; et al. Incremental Tensor Subspace Learning and Its Applications to Foreground Segmentation and Tracking. International Journal Of Computer Vision. Volume: 91, Issue: 3, Pages: 303-327, 2011.
18. Zhang Xiaoqin; Shi Xingchu; Hu Weiming; et al. Visual tracking via dynamic tensor analysis with mean update. NEUROCOMPUTING. Volume: 74, Issue: 17, Pages: 3277-3285, 2011.
19. Kong Yu; Zhang Xiaoqin; Hu Weiming; et al. Adaptive learning codebook for action recognition. PATTERN RECOGNITION LETTERS. Volume: 32, Issue: 8, Pages: 1178-1186, 2011.
20. Weiming Hu, Haiqiang Zuo, Ou Wu, And Yunfei Chen, Zhongfei Zhang, and David Suter. Recognition of Adult Images, Videos, and Web Page Bags. ACM Trans. on Multimedia Computing, Communications and Applications. vol. 7S, 1, Article 28, October 2011.

模式识别（Pattern Recognition）

21. Tianzhu Zhang, Si Liu, Changsheng Xu, Hanqing Lu. Boosted multi-class semi-supervised learning for human action recognition. Pattern Recognition, 44(10-11), 2011, pp2334-2342.
22. Tianzhu Zhang, Jing Liu, Si Liu, Changsheng Xu, Hanqing Lu, Boosted Exemplar Learning for Action Recognition and Annotation, IEEE Transactions on Circuits and Systems for Video Technology, 21(7), 2011, pp853-866.
23. Chunjie Zhang, Jing Liu, Qi Tian, Hanqing Lu, Songde Ma, Boosting Sparsity Constrained Bi-Linear Model for Object Recognition, IEEE Multimedia, 18(3), 2011.
24. Shiming Xiang, Feiping Nie, Chunhong Pan, and Changshui Zhang. Regression Reformulations of LLE and LTSA with Locally Linear Transformation. IEEE Transactions on Systems, Man, and Cybernetics, Part B (TSMC-B). vol. 41, no.5, pp. 1250-1262, 2011.
25. Feiping Nie, Dong Xu, Xuelong Li, Shiming Xiang. Semisupervised. Dimensionality Reduction and Classification Through Virtual Label Regression. IEEE Transactions on Systems, Man, and Cybernetics, Part B (TSMC-B). vol. 41, no.3, pp. 675-685, 2011.
26. Y.-F. Pan, X. Hou, C.-L. Liu, A robust approach to detect and localize texts in natural scene images, IEEE Trans. Image Processing, 20(3): 800-813, 2011.
27. K. Huang, Y. Ying, C. Campbell, Generalized Sparse Metric Learning With Relative Comparisons. Knowledge and Information Systems, Vol 28, Issue 1, 2011, Page 25-45.
28. Z-B Wang, H.-W Hao, X.-C Yin, Q. Liu, K. Huang: Exchange rate prediction with non-numerical information. Neural Computing and Applications 20(7): 945-954,2011.
29. X.-C. Yin, Q. Liu, H.-W. Hao, Z.-B. Wang, K. Huang: FMI image based rock structure classification using classifier combination. Neural Computing and Applications 20(7): 955-963, 2011.

计算机图形学（Computer Graphics）

30. Huai-Yu Wu, Chunhong Pan, Hongbin Zha, Qing Yang, Songde MA. Partwise Cross-Parameterization via Nonregular Convex Hull Domains. IEEE Transactions On Visualization And Computer Graphics (TVCG). vol. 17 , no.10, pp. 1531-1544, 2011.
31. Yiyi Wei, Stephane Cotin, Jeremie Allard, LeFang, ChunhongPan, SongdeMa. Interactive blood-coil simulation in real-time during aneurysm embolization. Computers &Graphics, vol.35, no.2,pp. 422-430, 2011.
32. WuJun Che, Xiaopeng Zhang, Yi-Kuan Zhang, Jean-Claud Paul, Bo Xua, Ridge extraction of a smooth 2-manifold surface based on vector field, Computer Aided Geometric Design, Vol. 28, No. 4, pp. 215-232, 2011. doi:10.1016/j.cagd.2011.03.005.
33. Er Li, Wujun Che, Xiaopeng Zhang, Yi-Kuan Zhang, Bo Xu, Direct Quad-Dominant Meshing of Point Cloud via Global Parameterization. Computers & Graphics, 35(3), 2011. (Special Issue for Shape Modeling International 2011). doi:10.1016/j.cag.2011.03.021.
34. Er Li, Bruno Lévy, Xiaopeng Zhang, Wujun Che, Weiming Dong, Jean-Claude Paul, Meshless Quadrangulation by Global Parameterization, Computers & Graphics, 35(5), 2011.
35. Yan Guo, Thierry Fourcaud, Marc Jaeger, Xiaopeng Zhang and Baoguo Li, Plant growth and architectural modelling and its applications, Annals of Botany, Vol. 107, pp. 723-727, 2011. doi:10.1093/aob/mcr073.

多媒体计算（Multimedia Computing）

36. Nan Liu, Yao Zhao, Zhenfeng Zhu, Hanqing Lu: Exploiting Visual-Audio-Textual Characteristics for Automatic TV Commercial Block Detection and Segmentation. IEEE Transactions on Multimedia 13(5), 2011, pp961-973.

生物特征信息处理（Biometric Information Processing ）

37. Wenbo Dong, Tieniu Tan, Zhenan Sun, Iris Matching Based on Personalized Weight Map, IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 33, no.9, pp. 1744-1757, 2011.
38. Ran He, WeiShi Zheng, and Baogang Hu, XiangWei Kong, A Regularized Correntropy Framework for Robust Pattern Recognition, Neural Computation, vol. 23, no.8, pp. 2074-2100, 2011
39. Ran He, WeiShi Zheng, and Baogang Hu, Maximum Correntropy Criterion for Robust Face Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.33, no.8, pp.1561-1576, 2011
40. Ran He, Baogang Hu, and WeiShi Zheng, Xiang Wei Kong, Robust Principal Component Analysis Based on Maximum Correntropy Criterion, IEEE Transactions on Image Processing e, vol.20, no.6, pp.1485-1494, 2011
41. Zhen Lei, Stan Z. Li. Contextual Constraints based Linear Discriminant Analysis, Pattern Recognition Letters, 32 (4): 626-632, 2011.
42. Zhen Lei, Shengcai Liao, Matti Pietikainen, Stan Z. Li. Face Recognition by Exploring Information Jointly in Space, Scale and Orientation, IEEE Transaction on Image Processing, 20 (1): 247-256, January, 2011

医学图像分析(Medical Image Analysis)

43. Yue Cui, Bing Liu, Suhuai Luo, Xiantong Zhen, Ming Fan, Tao Liu1, Wanlin Zhu, Mira Park, Tianzi Jiang, Jesse S. Jin, Identification of Conversion from Mild Cognitive Impairment to Alzheimer’s Disease Using Multivariate Predictors, Plos one, Vol. 6, No. 2, pp. e21896, 2011.
44. Hanjian Du, Yuanchao Zhang, Bing Xie, Nan Wu, Guocai Wu, Jian Wang, Tianzi Jiang, Hua Feng, Regional Atrophy of the Basal Ganglia and Thalamus in Idiopathic Generalized Epilepsy, Journal Of Magnetic Resonance Imaging, Vol. 33, No. 4, pp. 817-821, 2011.
45. Yong Fan, Feng Shi, Jeffrey Keith Smith, Weili Lin, John H. Gilmore, Dinggang Shen, Brain anatomical networks in early human brain development, NeuroImage, Vol. 54, No. 3, pp. 1862-1871, 2011.
46. Yong Fan, Yong Liu, Hong Wu, Yihui Hao, Haihong Liu, Zhening Liu, Tianzi Jiang, Discriminant analysis of functional connectivity patterns on Grassmann manifold, NeuroImage, Vol. 56, No. 4, pp. 2058-2067, 2011.
47. Lei Lin, Daniel Garcia-Lorenzo, Chong Li, Tianzi Jiang, Christian Barillot, Adaptive pixon represented segmentation (APRS) for 3D MR brain images based on mean shift and Markov random fields, Pattern Recognition Letters, Vol. 32, No. 7, pp.1036-1043, 2011.
48. Chong Liu, Yong Liu, Weilan Li, Dawei Wang, Tianzi Jiang, Yunting Zhang, Chunshui Yu, Increased regional homogeneity of blood oxygen leveldependent signals in occipital cortex of early blind individuals, NeuroReport, Vol. 22, No. 4, pp.190-194, 2011.
49. Li-Lin Rao, Yuan Zhou, Lijuan Xu, Zhu-Yuan Liang, Tianzi Jiang, Shu Li, Are Risky Choices Actually Guided by a Compensatory Process? New Insights from fMRI, Plos one, Vol. 6, No. 3, pp.e14756, 2011.
50. Martha Skup, Hongtu Zhu, Yaping Wang, Kelly S. Giovanello, Ja-an Lin, Dinggang Shen, Feng Shi, Wei Gao, Weili Lin, Yong Fan, Heping Zhang, Sex differences in grey matter atrophy patterns among AD and aMCI patients: Results from ADNI, NeuroImage, Vol. 56, No. 3, pp.890-906,2011.
51. Ming Song, Hanjian Du, Nan Wu, Bing Hou, Guocai Wu, Jian Wang, Hua Feng, Tianzi Jiang, Impaired Resting-State Functional Integrations within Default Mode Network of Generalized Tonic-Clonic Seizures Epilepsy, Plos one, Vol. 6, No. 2, pp.e17294,2011.
52. Kun Wang, Maurits P.A. van Meer, Kajo van der Marel, Annette van der Toorn, Lijuan Xu, Yingjun Liu, Max A. Viergever, Tianzi Jiang, Rick M. Dijkhuizenb,Temporal scaling properties and spatial synchronization of spontaneous blood oxygenation level-dependent (BOLD) signal fluctuations in rat sensorimotor network at different levels of isoflurane anesthesia, NMR Biomed, Vol. 24, No. 1, pp.61-67, 2011.
53. Leiqiong Wang, Ming Song, Tianzi Jiang, Yunting Zhang, Chunshui Yu, Regional homogeneity of the resting-state brain activity correlates with individual intelligence, Neuroscience Letters, Vol. 488, No. 3, pp.275-278,2011.
54. Gaoxia Wei, Yuanchao Zhang, Tianzi Jiang, Jing Luo, Increased Cortical Thickness in Sports Experts: A Comparison of Diving Players with the Controls, Plos one, Vol. 6, No. 2, pp.e17112, 2011.
55. Yan Yin, Changfeng Jin, Xiaolei Hu, Lian Duan, Zexuan Li, Ming Song, Han Chen, Bo Feng, Tianzi Jiang, Hua Jin, Cheewing Wong, Qiyong Gong, Lingjiang Li, Altered resting-state functional connectivity of thalamus in earthquake-induced posttraumatic stress disorder: A functional magnetic resonance imaging study, Brain Research, Vol. 1411, pp.98-107, 2011.
56. Yan Yin, Lingjiang Li, Changfeng Jin, Xiaolei Hu, Lian Duan, Lisa T. Eylerb, Qiyong Gong, Ming Song, Tianzi Jiang, Mei Liao, Yan Zhang, Weihui Li, Abnormal baseline brain activity in posttraumatic stress disorder: A resting-state functional magnetic resonance imaging study, Neuroscience Letters, Vol. 498, No. 3, pp.185-189, 2011.
57. Chunshui Yu, Yuan Zhou, Yong Liu, Tianzi Jiang, Haiwei Dong, Yunting Zhang, Martin Walter, Functional segregation of the human cingulate cortex is confirmed by functional connectivity based neuroanatomical parcellation, NeuroImage, Vol. 54, No. 4, pp.2571-2581, 2011.
58. Zhengsheng Zhang, Linglong Deng, Feng Bai, Yongmei Shi, Hui Yu, Yonggui Yuan, Tianzi Jiang, Jianping Jia, Zhijun Zhang, ACE I/D polymorphism affects cognitive function and gray-matter volume in amnestic mild cognitive impairment, Behavioural Brain Research, Vol. 278, No. 1, pp.114-120, 2011.
59. Bing Hou, Does functional MRI convincingly explain fast effect of TNF-a blockade?, Proc Natl Acad Sci USA, Vol. 108, No. 32, pp.E412, 2011.

语音语言技术（Speech and Language Technology）

60. LIU WenJu, ZHANG XueLiang, JIANG Wei, LI Peng and XU Bo, Monaural voiced speech segregation based on elaborate harmonic grouping strategies, SCIENCE CHINA: Information Sciences, Vol. 54 No. 12, December 2011, 2471~2480.
61. Ning Cheng, Wenju Liu, and Lan Wang, Subspace Noise Estimation and Gamma Distribution Based Microphone Array Post-filter Design, CHINESE JOURNAL OF ELECTRONICS, Vol.20, Num. 2, Apr. 2011, pp 293~298.
62. Rui Xia, Chengqing Zong, and Shoushan Li. Ensemble of feature sets and classification algorithms for sentiment classification. Information Sciences, 181(6): 1138-1152.
63. Shoushan Li, Chu-Ren Huang, and Chengqing Zong. Multi-Domain Sentiment Classification with Classier Combination. Journal of Computer Science and Technology, 26(1): 25-33 Jan. 2011.
64. Yu Zhou, Feifei Zhai, Peng Liu and Chengqing Zong. A New Framework to Deal With OOV Words in SLT System. International Journal of Advanced Intelligence(IJAI), Volume 3, Number 2, July 2011. Pages 269-285.
65. Jianhua Tao, Shifeng Pan, Minghao Yang, Ya Li, Kaihui Mu and Jianfeng Che, Utterance independent bimodal emotion recognition in spontaneous communication, Tao et al. EURASIP Journal on Advances in Signal Processing ,2011.4.