近年來在國內外學術刊物及國際會議上發表論文50多篇。其中在國際期刊（包括IEEE Transaction on Pattern Analysis and Machine Intelligence、IEEE Trans on Image Processing、Pattern Recognition等本專業權威期刊）上發表論文14篇（其中影響因子超過2的8篇），SCI索引18篇、SCI他引53次。在國際CVPR大會上發表6篇論文。相關研究成果受到國際同行的高度評價。
近期代表性論著：
[1] Z. Fan, J. Zhou and Y. Wu, “Multibody Grouping by Inference of Multiple Subspaces from High-Dimensional Data Using Oriented-Frames”, IEEE Trans. on Pattern Analysis and Machine Intelligence, 28(1):.91-105, 2006.
[2] D. Wan and J. Zhou, “Fingerprint Recognition Using Model-based Density Map”, IEEE Trans. On Image Processing, 15(6): 1690-1696, 2006.
[3] J. Gu , J. Zhou, and Chunyu Yang, “Fingerprint Recognition by Combining Global Structure and Local Cues”, IEEE Trans. On Image Processing, 15(7): 1952-1964, 2006.
[4] J. Zhou, D. Gao, and D. Zhang, “Robust Moving Vehicle Detection for Automatic Traffic Monitoring”, IEEE Trans. On Vehicular Technology, 56(1), Jan, 2007.
[5] C. Yang, and J. Zhou, “A comparative study of combining multiple enrolled samples for fingerprint verification”, Pattern Recognition, 39(11): 2115-2130, 2006.
[6] J. Zhou, and J. Gu, “A Model-based Method for the Computation of Fingerprints Orientation Field”, IEEE Trans. On Image Processing, 13(6): 821-835, 2004.
[7] J. Zhou and J. Gu, “Modeling Orientation Field of Fingerprints with Rational Complex Functions”, Pattern Recognition, 37(2): 389-391, 2004.
[8] J. Gu, J. Zhou, and D. Zhang, “A combination Model for orientation Field of fingerprints”, Pattern Recognition, 37(3): 543-553, 2004.
[9] J. Zhou, L. Xin, and D. Zhang, “Scale-orientation histogram for texture image retrieval”, Pattern Recognition, 36(4): 1061-1063, 2003.
[10] D. Zhang, H. Peng, J. Zhou, and S. K. Pal, “A Novel Face Recognition System Using Hybrid Neural and Dual Eigenspaces Methods”, IEEE Trans. On SMC, Part A, 32(6), 2002.
[11] J. Zhou, X. Lu, D. Zhang and C. Wu, “Orientation analysis for rotated human face detection”, Image and Vision Computing, 20(4): 257-264, 2002.
[12] Z. Fan, J. Zhou and Y. Wu, “Multibody Motion Segmentation Based on Simulated Annealing”, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, USA, 1: 776-781, 2004.
[13] Z. Fan, J. Zhou and Y. Wu, “Inference of Multiple Subspaces from High -Dimensional Data and Application to Multibody Grouping”, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, USA, 2: 661-666, 2004.
[14] Y. Zhang, and J. Zhou, “Audio Segmentation Based On Multi-Scale Audio Classification”. Proceedings of International Conference of ASSP, Canada, 4: 349-352, 2004.
[15] J. Gu and J. Zhou, “A Novel Model for Orientation Field of Fingertips”, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, USA, 2: 493-498, 2003.
[16] C. Wu, J. Zhou, Z. Bian and G. Rong, “Detecting Creases in the Fingerprint”, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, USA, 2: 505-510, 2003.
[17] J. Zhou, and D. Zhang, “Face Recognition by Combining Several Algorithms”, Proceedings of 16th International Conference on Pattern Recognition (ICPR2002), Canada, 3: 497-500, 2002.
[18] J. Zhou, etal, “Automatic Cartridge Identification for Firearm authentication”, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, USA, 1: pp749-754, 2001.
[19] X. Lv, J. Zhou, and C. Zhang.“A Novel Algorithm for Rotated Human Face Detection”, Proceedings of IEEE International Symposium of Computer Vision and Pattern Recognition, USA, 1: 760-765, 2000.
[20] D. Gao, J. Zhou, and L. Xin, “A novel algorithm of Adaptive background estimation”, Proceedings of 2001 International Conference on Image Processing, 2: 395-398, 2001.
