计算机视觉（Computer Vision）

1. Kaiqi Huang, Tieniu Tan, Vs-star: A visual interpretation system for visual surveillance, Pattern Recognition Letters, Vol.31, No. 14, pp.2265-2285, 2010.
2. Y.S.Ming and Z. Y. Hu, Modeling Stereopsis via Markov Random Field, Neural Computation， Volume 22,  Issue 8. pp2161-2191, 2010.
3. F. C. Wu, Z. H. Wang and X. Q. Wang, Feature Vector Field and Feature Matching, Pattern Recognition 43 (2010) 3273–3281, 2010.
4. Yi-Hong Wu , Tian Lan, and Zhan-Yi Hu, Degeneracy from Twisted Cubic Under Two Views, Journal of Computer Science and technology, Vol.25, No.5, pp. 916-924,2010.
5. X.R.Li and Z. Y. Hu, Rejecting Mismatches by Correspondence Function, International Journal of Computer Vision，Vol.89, N.1, pp1-17, 2010.

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

6. Gaofeng Meng, Chunhong Pan, Nanning Zheng, and Chen Sun. Skew Estimation of Document Images Using Bagging, IEEE Transactions on Image Processing. Vol.19, No.7, pp. 1837-1846, 2010.
7. Shiming Xiang, Chunhong Pan, Feiping Nie, and Changshui Zhang. TurboPixel Segmentation Using Eigen-Images. IEEE Transactions on Image Processing. Vol.19, No.11, pp. 3024-3034, 2010
8. Chunlei Huo, Zhixin Zhou, Hanqing Lu, Chunhong Pan and Keming Chen. Fast Object-Level Change Detection for VHR Images. IEEE Geoscience and Remote Sensing Letters, Vol.7, No.1, pp. 118-122, 2010
9. Jie Yang, Jinqiao Wang, and Hanqing Lu. A Hierarchical Approach for Background Modeling and Moving Objects Detection.  International Journal of Control, Automation and Systems, 8(5), 940-947, 2010.
10. Yang Liu, Jian Cheng, Changsheng Xu, Hanqing Lu. Building Topographic Subspace Model With Transfer Learning for Sparse Representation. Special issue on subspace learning, Journal of Neurocomputing, 73 (10-12), 1662-1668,2010.

模式识别（Pattern Recognition）

11. Shiming Xiang, Feiping Nie, and Changshui Zhang. Semi-Supervised Classification via Local Spline Regression. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.32, No.11, pp. 2039-2053, 2010
12. X.-B. Jin, C.-L. Liu, X. Hou, Regularized margin-based conditional log-likelihood loss for prototype learning, Pattern Recognition, 43(7): 2428-2438, 2010.
13. B. Zhu, X.-D. Zhou, C.-L. Liu, M. Nakagawa, A robust model for on-line handwritten Japanese text recognition, Int. J. Document Analysis and Recognition, 13(2): 121-131, 2010.
14. Kaizhu Huang, Danian Zheng, Jun Sun, Yoshinobu Hotta, Katsuhito Fujimoto, Satoshi Naoi. Sparse Learning for Support Vector Classification. Pattern Recognition Letters, 31(13): 1944-1951, 2010.
15. Xi Li, Weiming Hu, Zhongfei Zhang, Hanzi Wang, Heat kernel based local binary pattern for face representation, IEEE Signal Processing Letters, Volume: 17 , Page(s): 308 - 311.2010 .
16. Xi Li, Weiming Hu, Hanzi Wang, Zhongfei Zhang, Liner discriminant analysis using rotational invariant L1 norm, Journal Neurocomputing Vol.73, pp2571-2579, August,2010.
17. Xi Li, Weiming Hu, Hanzi Wang, and Zhongfei Zhang, Robust object tracking using a spatial pyramid heat kernel structural information representation, Neurocomputing Volume 73, Issues 16-18, pp. 3179-3190, October 2010,
18. Xiaoqin Zhang, Weiming Hu, Wei Qu, Steve Maybank, Multiple object tracking via species-based particle swarm optimization, IEEE Transactions on Circutts and Systems For Video Technology, Vol.20, NO.11, pp.1590-1602, November 2010.
19. He, R., Hu, B.-G., Yuan, X.-T., and Zheng, W.-S., Principal component analysis based on non-parametric maximum entropy, Neurocomputing, Vol. 73, pp. 1840-1852, 2010.
20. R. Qi, Y. Ma, Hu, B.-G., P. de Reffye, P-H. Cournade, Optimization of source–sink dynamics in plant growth for ideotype breeding: A case study on maize, Computers and Electronics in Agriculture, Vol. 71, pp. 96–105, 2010.

计算机图形学（Computer Graphics）

21. Qingqiong Deng, Xiaopeng Zhang, Gang Yang, Marc Jaeger, Multiresolution Foliage for Forest Rendering, Computer Animation and Virtual Worlds, Vol 21, No. 1, p. 1-23, 2010.
22. Huaiyu Wu, Chunhong Pan, Hongbin Zha, and Songde Ma. Model Transduction for Triangle Meshes. Journal of Computer Science and Technology, Vol.25, No.3, pp. 583-594,2010.
23. Xiaoyue Guo, Shibiao Xu, Wujun Che, and Xiaopeng Zhang, Automatic Motion Generation Based on Path Editing from Motion Capture Data, Transactions on Edutainment, pp. 91-104, Vol. 4, 2010.

多媒体计算（Multimedia Computing）

24. Jing Liu, Changsheng Xu, Hanqing Lu, Cross-media retrieval: state-of-the-art and open issues, International Journal of Multimedia Intelligence and Security, 2010,1(1), pp 33-52.

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

25. Zhaofeng He, Tieniu Tan and Zhenan Sun, Topology Modeling for Adaboost-Cascade Based Object Detection, Journal of Pattern Recognition Letters, vol.31, no. 9, pp.912-919, 2010
26. Tieniu Tan, Zhaofeng He, Zhenan Sun, Efficient and robust segmentation of noisy iris images for non-cooperative iris recognition, Image and Vision Computing, Vol.28, No. 2, pp.223-230, 2010.

医学图像分析(Medical Image Analysis)

27. Zhijun Yao, Yuanchao Zhang, Lei Lin, Yuan Zhou, Cunlu Xu, Tianzi Jiang*, Abnormal Cortical Networks in Mild Cognitive Impairment and Alzheimer's Disease, PLoS Computational Biology, vol. 6, no. 11, 2010, e1001006.
28. Bing Hou, Tianzi Jiang, Rui Liu，Deep-brain stimulation for Parkinson's disease, New England Journal of Medicine，2010 Sep 2; 363(10): 987-988.
29. Bing Hou, Lijuan Xu, Values of default mode network to Alzheimer’s disease call for consilience of multimodal neuroimaging and genetics, Journal of Neuroscience, 2010 Mar 10; 30(10): 3553-3554.
30. Yonghui Li, Hanjian Du, Bing Xie, Nan Wu, Jian Wang, Guocai Wu, Hua Feng*, Tianzi Jiang*, Cerebellum Abnormalities in Idiopathic Generalized Epilepsy with Generalized Tonic-Clonic Seizures Revealed by Diffusion Tensor Imaging, PLoS One, vol.5, no.12, 2010, e15219.
31. Yuanchao Zhang, Yuan Zhou, Chunshui Yu, Chong Li, Tianzi Jiang*, Reduced Cortical Folding in Mental Retardation, American Journal of Neuroradiology, vol. 31, no. 3, June 2010, 1063-7.
32. Cunlu Xu, Zhenhua Wang, Ming Fan, Bing Liu, Ming Song, Xiantong Zhen, Tianzi Jiang*; Alzheimer’s Disease Neuroimaging Initiative, Effects of BDNF Val66Met polymorphism on brain metabolism in Alzheimer's disease, NeuroReport, vol. 21, no. 12, 2010, 802-807.
33. Ming Fan, Bing Liu, Yuan Zhou, Xiantong Zhen, Cunlu Xu, Tianzi Jiang*; the Alzheimer's Disease Neuroimaging Initiative, Cortical Thickness is Associated with Different Apolipoprotein E Genotypes in Healthy Elderly Adults, Neuroscience Letters, vol.479, no.3, 2010, 332-336.
34. Xiaohe Yan, Xiaoming Lin*, Qifeng Wang, Yuanchao Zhang, Yingming Chen, Shaojie Song, Tianzi Jiang, Dorsal Visual Pathway Changes in Patients with Comitant Extropia, PLoS One, vol.5, no. 6, 2010, e10931.
35. Bing Liu, Ming Song, Jun Li, Yong Liu, Kuncheng Li, Chunshui Yu*, Tianzi Jiang*, Prefrontal-related Functional Connectivities within the Default Network are Modulated by COMT Val158Met in Healthy Young Adults, Journal of Neuroscience, vol.30, no.1, 2010, 64-69.
36. Yuan Zhou, Chunshui Yu*, Hua Zheng, Yong Liu, Ming Song, Wen Qin, Kuncheng Li, Tianzi Jiang*, Increased Neural Resources Recruitment in the Intrinsic Organization in Major Depression, Journal of Affective Disorders, vol. 121, no. 3, 2010, 220-230.
37. Bing Liu, Jun Li, Chunshui Yu, Yonghui Li, Yong Liu, Ming Song, Ming Fan, Kuncheng Li, Tianzi Jiang*, Haplotypes of Catechol-O-Methyltransferase Modulate Intelligence-related Brain White Matter Integrity, NeuroImage, vol. 50, no.1, 2010, 243-249.
38. Ming Fan, Bing Liu, Tianzi Jiang*, Xingpeng Jiang, Huizhi Zhao and Jing Zhang, Meta-analysis of the Association between the Monoamine Oxidase-A Gene and Mood Disorders, Psychiatric Genetics, vol.20, no.1, 2010, 1-7.
39. Ye Zhu, Xuan Liu, Huiling Wang*, Tianzi Jiang*, Yue Fang, Hanbin Hu, Gaohua Wang, Xiaoping Wang, Zhongchun Liu and Kai Zhang, Reduced prefrontal activation during Tower of London in first-episode schizophrenia: A multi-channel near-infrared spectroscopy study, Neuroscience Letters, vol.478, no.3, 2010, 136-140.
40. Yong. Fan, Feng. Shi, J. Smith, W. Lin, J.H. Gilmore, Dinggang. Shen, Brain anatomical networks in early human brain developmen.Neuroimage,Volume 54, Issue 3, 1 February 2011, 1862-1871.

语音语言技术（Speech and Language Technology）

41. Jianhua Tao, Meng Zhang, Jani Nurminen, Jilei Tian, Xia Wang, Supervisory Data Alignment for Text-independent Voice Conversion, IEEE Transactions on Audio, Speech and Language Processing, Vol. 18, No. 5, pp 932-943.July 2010.
42. Peng Li, Yong Guan, Shijin Wang, Bo Xu, Wenju Liu, Monaural speech separation based on MAXVQ and CASA for robust speech recognition, Computer Speech & Language, Vol.24, No.1, pp. 30-44,2010.