RESEARCH & PUBLICATIONS

Current Research Projects
  1. All-sky aurora image processing and classification, National Natural Science Foundation of China (NSFC), Principal Investigator, 2009-2011
  2. Network security model based on biometrics, National High Technology Research and Development Program (863), Co-Principal Investigator, 2008-2010
  3. Multi-sensor object detection, XXX Pre-Research Foundation, Principal Investigator, 2008-2010
  4. Biometric recognition, especially on face and gait recognition and face-based video annotation.

Past Research Projects

  1. Multi-Spectrum multi-camera human tracking and recognition,  National Natural Science Foundation of China (NSFC), Principal Investigator, 2005-2007
  2. Fault diagnosis based information fusion, XXX Pre-Research Foundation, Principal Investigator, 2004-2006
Recent Publications
  1. Changhong Chen, Jimin Liang, Heng Zhao, Licheng Jiao. Layered time series model for gait recognition. Electronics Letters, 46(6), 2010.
  2. Qian Wang, Jimin Liang, Ze-Jun Hu, Haihong Hu, Heng Zhao, Hong-Qiao Hu, Xinbo Gao, Huigen Yang. Spatial texture based automatic classification of dayside aurora in all-sky images. Journal of Atmospheric and Solar-Terrestrial Physics, doi:10.1016/j.jastp.2010.01.011, 2010.
  3. Kuan Peng, Xinbo Gao, Jimin Liang, Xiaochao Qu, Nunu Ren, Xueli Chen, Bin Ma, Jie Tian. Study on photon transport problem based on the platform of Molecular Optical Simulation Environment. International Journal of Biomedical Imaging, 2010. In press.
  4. Eryun Liu, Jimin Liang, Liaojun Pang, Min Xie, Jie Tian. Minutiae and modified Biocode fusion for fingerprint-based key generation. Journal of Network and Computer Applications, doi:10.1016/j.jnca.2009.12.002, 2009.
  5. Changhong Chen, Jimin Liang, Heng Zhao, Haihong Hu, Jie Tian. Frame difference energy image for gait recognition with incomplete silhouettes, Pattern Recognition Letters, 30(11): 977-984, 2009.
  6. Xueli Chen, Xinbo Gao, Xiaochao Qu, Jimin Liang, Lin Wang, Da¡¯an Yang, Anikitos Garofalakis, Jorge Ripoll, Jie Tian. A study of photon propagation in free-space based on hybrid radiosity-radiance theorem. Optics Express, 17(18):16266-16280, 2009.
  7. Runqiang Han, Jimin Liang, Xiaochao Qu, Yanbin Hou, Nunu Ren, Jingjing Mao, Jie Tian. A source reconstruction algorithm based on adaptive hp-FEM for bioluminescence tomography. Optics Express, 17(17):14481-14494, 2009.
  8. Yanbin Hou, Jie Tian, Yan Wu, Jimin Liang, Xiaowei He. A new numerical method for BLT forward problem based on high-order finite elements. Communications in Numerical Methods in Engineering, 25(6): 667-681, 2009.
  9. Lijun Bai, Wei Qin, Jimin Liang, Jie Tian, Yijun Liu. Spatiotemporal modulation of central neural pathway underlying acupuncture action: a systematic review. Current Medical Imaging Reviews, 5(3): 167-173, 2009
  10. Jixin Liu, Jimin Liang, Wei Qin, Jie Tian, Kai Yuan, Lijun Bai, Yi Zhang, Wei Wang, Yarong Wang, Qiang Li, Liyan Zhao, Lin Lu, Karen M. von Deneen, Yijun Liu, Mark S. Gold, Dysfunctional connectivity patterns in chronic heroin users: An fMRI study. Neuroscience Letters, 460(1): 72-77, 2009.
  11. Yi Zhang, Jimin Liang, Wei Qin, Peng Liu, Karen M. von Deneen, Peng Chen, Lijun Bai, Jie Tian, Yijun Liu. Comparison of visual cortical activations included by electro-acupuncture at vision and nonvision-related acupoints. Neuroscience Letters, 458(1): 6-10, 2009.
  12. Jimin Liang, Changhong Chen, Heng Zhao, Haihong Hu, Jie Tian. Gait feature fusion using factorial HMM. in Liang Wang and Xin Geng (eds.), Behavioral Biometrics for Human Identification: Intelligent Applications, IGI-Global, 2009.
  13. Jun Li, Jiangang Liu, Jimin Liang, et al. A distributed neural system for top-down face processing. Neuroscience Letters, Vol.451, Issue 1, pp. 6-10, 2009
  14. Changhong Chen, Jimin Liang, Heng Zhao, Haihong Hu, Jie Tian. Factorial HMM and parallel HMM for gait recognition. IEEE Transactions on System, Man, and Cybernetics-Part C: Applications and Reviews. Vol.39, No. 1, pp. 114-123, 2009
  15. Jun Li, Jimin Liang, Jie Tian, Jiangang Liu, Jizheng Zhao, Hui Zhang, Guangming Shi. Face processing pattern under top-down perception: a functional MRI study. Proccedings of SPIE Symposium on Medical Imaging, vol.10, no.38, pp. 72621U.1-72621U.10, 2009.
Selected Publications Before 2009
  1. Jun Li, Jimin Liang, Jie Tian, Hui Zhang, Guangming Shi. A study of specific neural substrate for face processing. Proceedings of SPIE 2008, Medical Imaging, vol. 6916, pp. 69161S, 2008.
  2. Lijun Bai, Wei Qin, Jimin Liang, and Jie Tian, An information-based clustering approach for fMRI activation detection. 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2008), Paris, France, pp. 588-591, 2008.
  3. Changhong Chen, Jimin Liang, Haihong Hu, Licheng Jiao, Factorial HMM for gait recognition, in Advanced in Biometrics, ICB 2007, Seoul, Korea, LNCS 4642, pp. 124-133, 2007.
  4. Jing Wang, Jimin Liang, Haihong Hu, Yan Li, Bin Feng, Performance evaluation of infrared and visible image fusion algorithms for face recognition, Proceedings of the International Conference on Intelligent Systems and Knowledge Engineering, Chengdu, China, pp. 1038-1045, 2007.
  5. Wenfei Wang, Jimin Liang, Haihong Hu, Heng Zhao, Human gait recognition based on kernel independent component analysis. 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007), Australia, pp. 573-578, 2007.
  6. Jimin Liang, Yan Chen, Haihong Hu, Heng Zhao, Appearance-based Gait Recognition Using Independent Component Analysis, The 2nd International Conference on Natural Computation. Xi'an, China, LNCS 4221, part I, pp. 371-380, 2006
  7. Changhong Chen, Jimin Liang, Heng Zhao, Haihong Hu, Gait Recognition Using Hidden Markov Model, The 2nd International Conference on Natural Computation. Xi'an, China, LNCS 4221, part I, pp. 399-407, 2006
  8. Haihong Hu, Jimin Liang, Heng Zhao, Yanbin Hou, Lateral inhibition network model optimization by evolutionary strategy for image segmentation, The 6th International Symposium on Instrumentation and Control Technology, October, 2006, Proceedings of SPIE, Vol. 6357, pp. 63570V-1~7
  9. J. Liang, C. Wang, T. Yin and N. Lv, Determining the number of regions for x-ray image segmentation by using image projection, Acta Photonica Sinica, 33(12), 2004, pp. 1518-1521 (in Chinese)
  10. J. Liang, C. Wang, and T. Yin, A hybrid measurement fusion algorithm for multisensor target tracking, Proceedings of the 5th World Congress on Intelligent Control and Automation, June 15-19, 2004, Hangzhou, China, pp. 5422-5425 (in Chinese)
  11. B. Abidi, J. Liang, M. Mitckes, and M. Abidi, Improving the detection of low-intensity weapons in x-ray luggage scans using image enhancement and novel scene-decluttering techniques, Journal of Electronic Imaging, vol. 13, issuse 3, July 2004, pp. 523-538 (2004)
  12. J. Liang, B. Abidi, and M. Abidi, "Automatic x-ray image segmentation for threat detection," presented at 5th International Conference on Computational Intelligence and Multimedia Applications, Xi'an, China, L. Jiao, H. Selvaraj, B. Verma and X. Yao, Editors, pp. 396-401 (2003)
  13. B. Abidi, M. Mitckes, M. Abidi, and J. Liang, "Grayscale enhancement techniques of x-ray images of carry-on luggage," presented at 6th International Conference on Quality Control by Artificial Vision, Gatlinburg, TN, USA, Kenneth W. Tobin and Jr., Fabrice Meriaudeau, Editors, Proceedings of SPIE Vol. 5132, pp. 579-591 (2003)
  14. Xuan Yang, Jimin Liang, Wanhai Yang and Jihong Pei, Fusion multispectral and high resolution image using evolutionary strategies and IHS transform, Acta Electronica Sinica, 29(10), 2001, pp. 1388-1391 (in Chinese)
  15. Jimin Liang, Heng Zhao and Wanhai Yang, Designing neuro-classifier fusion system by immune genetic algorithm, in Object Detection, Classification and Tracking Technologies, Jun Shen, Sharatchandra Pankanti and Runsheng Wang, Editors, Proceedings of SPIE Vol. 4554, pp. 124-129 (2001)
  16. Jimin Liang, Wanhai Yang and Xiyao Cai, Decision Fusion Using Fuzzy Integral Method, in Sensor Fusion: Architectures, Algorithms, and Applications ¢ô£¬Belur V. Dasarathy, Editor, Proceedings of SPIE, vol.4051, 468-475 (2000)
  17. Jimin Liang, Wanhai Yang, Xiyao Cai, Evolutionary Strategies Based Optimization Method for Multisensor Detection System, Acta Electronica Sinica, 28(6), 2000, pp. 131-134 (in Chinese)
Last Modified: 03/03/10