胡海峰(中山大學副教授)

基本情況

理學博士，中山大學信息科學與技術學院副教授、碩士生導師。

胡海峰

教育情況

中山大學自動控制專業, 工學學士；

中山大學通信與信息系統專業，工學碩士；

中山大學無線電物理，理學博士。

研究興趣

計算機視覺、模式識別、圖像信息處理、機器學習

主講課程

數位訊號處理、數字圖像處理、計算機視覺、機率論與數理統計

碩士生：通信與信息系統

承擔科研項目

1) 國家自然科學基金項目，“人臉圖像特徵抽取及分類器設計若干問題研究” （2009.1-2011.12）（60802069）

2) 中央高校基本科研業務費專項資金，“基於貝葉斯網路的無交疊多攝像機目標跟蹤技術的研究”（2011.1-2013.12）（11lgpy34）

3) 廣東省自然科學基金，“立體模糊神經視覺在智慧型製作系統中的套用”（2006.1-2007.12）

發表論文

[1] Haifeng Hu, Multiscale Illumination Normalization for Face Recognition Using Dual-Tree Complex Wavelet Transform in Logarithm Domain, Computer Vision and Image Understanding, Vol. 115, 1384-1394, 2011

[2] Haifeng Hu, Variable Lighting Face Recognition Using Discrete Wavelet Transform, Pattern Recognition Letters, Vol. 32, pp. 1526-1534, 2011

[3] Haifeng Hu,Augmented DT-CWT Feature Based Classification Using Regularized Neighborhood Projection Discriminant Analysis for Face Recognition, Pattern Recognition, Vol. 44, pp. 519-531, 2011

[4] Haifeng Hu, et al., Face recognition using enhanced linear discriminant analysis, IET Computer Vision, Vol. 4, No. 3, pp. 195-208, 2010

[5] Haifeng Hu, Ping Zhang, Zhengming Ma, Direct kernel neighborhood discriminant analysis for face recognition, Pattern Recognition Letters, Vol. 30, pp. 902-907, 2009

[6] Haifeng Hu, Orthogonal neighborhood preserving discriminant analysis for face recognition, Pattern Recognition, Vol. 41, No. 6, pp. 2045-2054, 2008

[7] Haifeng Hu, ICA-Based Neighborhood Preserving Analysis for Face Recognition, Computer Vision and Image Understanding, Vol. 112, pp. 286-295, 2008

[8] Haifeng Hu, Zhi Yang, 3D Reconstruction Approach Based on Neural Network, Lecture Notes in Computer Science 4492, pp. 630-639, Springer-Verlag Berlin Heidelberg, 2007

[9] Haifeng Hu, Camera Calibration and 3D Reconstruction Using RBF Network in Stereovision System, Lecture Notes in Computer Science 3972, pp. 375-382, Springer-Verlag Berlin Heidelberg, 2006

[10] Haifeng Hu, Ping Zhang, Stereo Matching Using 2-D Hopfield Network with Multiple Constraints, Proc of the 16th Intl. Conf. on Artificial Reality and Telexistence (Workshops), 2006

[11] Haifeng Hu, Yingen Xiong, An Algorithm for Stereo Matching based on HOPFIELD Neural Networks, [in Chinese], Journal of Image and Graphics, Vol.9, No.6, pp. 729-736, 2004

[12] Haifeng Hu, A New Algorithm for Automatic Chess Grid Corner Detection, [in Chinese], Computer Engineering, Vol. 30, No. 14, pp. 19-21, 2004

[13] Haifeng Hu, An Algorithm for Stereo Camera Calibration based on Neural Networks, [in Chinese], Journal of Circuits and Systems, Vol.8 No.6, pp. 66-71, 2003

[14] Haifeng Hu, Yingen Xiong, A New Algorithm for Chess Board Grid Corner Detection based on Two Successive Radon Transform, [in Chinese], ACTA Scientiarum Naturalium Universitatis Sunyatseni, Vol. 42, No. 2, pp. 23-26, 2003.

[15] Xiaoyan Luo, Haifeng Hu, and Yingen Xiong, A New Algorithm for Stereo Camera Calibration, [in Chinese], ACTA Scientiarum Naturalium Universitatis Sunyatseni, Vol. 42, No. 5, 2003

[16] Haifeng Hu and Yingen Xiong, Determination of the Intrinsic and Extrinsic Parameters of Camera for 3D Machine Vision, [in Chinese] ACTA Scientiarum Naturalium Universitatis Sunyatseni, Vol.41 No.6, pp.22-25，2002