教师详情

张宝昌

基本资料

出生年月

籍贯

 吉林

职称

 副教授

学历

 博士

电话

办公室

系别

 智能系

职务

电子信箱

 bczhang@buaa.edu.cn

传真

网址

 具体研究方向以及团队参考 mpl.buaa.edu.cn



学习经历


工作经历

2006-2008先后在香港中文大学、澳大利亚Griffith University、香港理工大学从事研究工作。

2008.3-至今 北航自动化学院

2014.1-2015.3 Italy IIT 博士后


研究领域

    1. 机器学习、模式识别、尤其关注人脸、掌纹、字符识别、目标检测等

    2.图像、视频理解与分析

    3.机器学习的应用,如击键行为识别、币值识别、钓鱼网站过滤、视觉导航等


在研科研项目

  1.   目前负责包括3项国家自然科基金等共10余项项目  

荣誉及奖励

    1. 2008年,北航蓝天新秀 2011 北航蓝天新星
    2. 2009年,ICCV PC member  

    3.2013教育部新世纪优秀人才计划


开授课程

本科生课程:模式识别与机器学习,现代控制理论
研究生课程:机器学习理论与应用,图像处理系列实验


教学及科研成果

参考mpl.buaa.edu.cn, cvpr, wacv 2015
[1]   Z. Han, J. Jiao,   B. Zhang, Q. Ye, Visual object tracking via sample-based Adaptive Sparse Representation (AdaSR), Pattern recognition, 2011.(   SCI)  
  ·         Journal Impact Factor = 2.554
[2]   B. Zhang, Y. Gao, H. Zheng, “Local Kernel Feature Analysis (LKFA) for Object Recognition”, Neurocomputing, Vol. 74, No.4, pp575-579, 2011.(   SCI)  
  ·         Journal Impact Factor = 1.440, (5-year Impact Factor = 1.459)
[3]   B. Zhang, Y. Gao, S. Zhao and B. Zhong, “Kernel Similarity Modeling of Texture Pattern Flow for Motion Detection in Complex Background”, IEEE Transactions on Circuits and Systems for Video Technology, Accepted on 19 Aug, 2010. (   SCI)  
  ·         Journal Impact Factor = 2.548, (5-year Impact Factor = 3.187)
[4]   B. Zhang, Yu Qiao. Face recognition based on Gradient Gabor and efficient kernel analysis. Neural Computing and Applications, 2010. (   SCI)  
  ·         Journal Impact Factor = 0.812
[5]   B. Zhang, Y. Gao, S. Zhao and J. Liu, “Local Derivative Pattern versus Local Binary Pattern: Face Recognition with High-Order Local Pattern Descriptor”, IEEE Transactions on Image Processing, Vol. 19, No. 2, pp. 533-544, 2010. (   SCI)  
  ·         Journal Impact Factor = 2.848, (5-year Impact Factor = 4.139)
[6]   B. Zhang, Lei Zhang, David Zhang, Linlin Shen: Directional binary code with application to PolyU near-infrared face database. Pattern Recognition Letters 31(14): 2337-2344 (2010). (   SCI)  
  ·         Journal Impact Factor = 1.303, (5-year Impact Factor = 1.772)
[7]   Ran Xu,   B. Zhang, Qixiang, Ye, Jianbin Jiao. Cascaded L1-norm Minimization Learning (CLML) Classifier for Human Detection. in proc. of CVPR, 2010.  
[8]   Ran Xu,   B. Zhang, Qixiang, Ye, JianbinJiao. Human detection in images via L1-norm minimization learning. IEEE. ICASSP, 2010.  
[9]   Qixiang Ye, Jianbin Jiao,   B. Zhang: Fast pedestrian detection with multi-scale orientation features and two-stage classifiers. ICIP 2010: 881-884.  
[10] S. Zhao, Y. Gao and   B. Zhang, “Performance Evaluation of Micropattern Representation on Gabor Features for Face Recognition”, The 19th International Conference of Pattern Recognition (ICPR10), pp. 1273-1276, Istanbul, Turkey, August 23-26, 2010.  
[11] S. Zhao, Y. Gao and   B. Zhang, “Gabor Feature Constrained Statistical Model for Efficient Landmark Localization and Face Recognition”, Pattern Recognition Letters, Vol. 30, No. 10, pp.922-930, 2009. (   SCI)  
  ·         Journal Impact Factor = 1.303, (5-year Impact Factor = 1.772)
[12] Bineng Zhong, Shaohui Liu, Hongxun Yao,   B. Zhang: Multl-resolution background    subtraction for dynamic scenes. ICIP 2009: 3193-3196.  
[13] B. zhang, H. Zheng, Zhongli wang. Local kernel feature analysis for object recognition. in proc. of ICNC, 2009.  
[14] B. Zhang, Z. Wang, B. Zhong. Kernel Learning of Histogram of Local Gabor Phase Patterns For Face Recognition. EUARISP journal on advances in Signal Processing, 2008. (   SCI)  
  ·         Journal Impact Factor = 0.885
[15] Sanqiang Zhao, Yongsheng Gao,   B. Zhang: Sobel-LBP. ICIP 2008: 2144-2147.  
[16] B. Zhang Yongsheng Gao, Bineng Zhong: Complex background modeling and motion detection based on Texture Pattern Flow. ICPR 2008: 1-4.  
[17] B. Zhang, Yongsheng Gao, Yu Qiao: Face recognition based on Gradient Gabor feature. ICIP 2008: 1904-1907.  
[18] B. Zhang, Shiguang Shan, Xilin Chen, Wen Gao. Histogram of Gabor Phase Patterns: A novel object representation for face recognition. IEEE Transactions on Image Processing, 2007.  
  ·         Journal Impact Factor = 2.848, (5-year Impact Factor = 4.139)
[19] Yi Li,   B. Zhang, Shiguang Shan, X. Chen, Wen Gao. Bagging based efficient kernel fisher analysis for face recognition. in proc. of ICPR, 2006.  
[20] Bingpeng Ma, Fei Yang, Wen Gao,   B. Zhang. The application of extended geodesic distance in head poses estimation. in proc. of ICBA, 2006.  
[ 21] B. Zhang, X. Chen, Shiguang Shan, Wen Gao. Nonlinear Face Recognition based on Maximum Average Margin Criterion. in proc. of CVPR, 2005.  
[22] B. Zhang, X. Chen, Wen Gao. Discriminant Analysis based on Kernelized Decision Boundary for Face Recognition. in proc. of AVBPA, 2005.(SCI)  
[23] B. Zhang. Gabor-Kernel Fisher analysis for Face Recognition. in proc. of PCM, 2004.(SCI)  

[24] B. Zhang, Shiguang Shan, Wei Wang. Constrainted Shape Model Using Edge Constraint And Gabor Wavelet Based Search. 4th International Conference on Audio-and Video-Based Biometric Person Authentication,2003, pp.52-61.(SCI)

学术与社会兼职

中国图像图形 学会会员、国家自然基金评议人、自动化学报评审、PR、TIP、CVIU、IVC等国际期刊评审

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