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杜吉祥
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杜吉祥老师介绍
基本情况：
男，祖籍山东省高唐县，1977年7月生，工学博士，华侨大学计算机科学与技术系主任。1995年9月－2002年7月在合肥工业大学学习，获得工学学士、硕士学位；2003年2月－2005年12月在中国科学技术大学模式识别与智能系统专业学习，获工学博士学位。2006年1月起在中国科学技术大学“计算机技术与科学”博士后流动站工作，同年6月调入华侨大学计算机科学与技术系工作。主要从事模式识别、数字图像处理、机器视觉等方面的研究。
部分学术论文列表：
[1] D.S. Huang, Ji-Xiang Du. “A Constructive Hybrid Structure Optimization Methodology for Radial Basis Probabilistic Neural Networks,” IEEE Transaction on Neural Networks, vol.19, no.12, pp:2099-2115, 2008. (SCI、EI)
[2] 杜吉祥，汪增福，“基于径向基概率神经网络的植物叶片自动识别方法，” 模式识别与人工智能，21（2）：206-213，2008. (EI)
[3] Ji-Xiang Du, Chuan-Min Zhai. “A Hybrid Learning Algorithm Combined with Generalized RLS Approach for Radial Basis Function Neural Networks,” Applied Mathematics and Computation, Vol. 205, pp. 908-915, 2008. (SCI、EI)
[4] 杜吉祥，翟传敏，“基于Gabor纹理特征的植物物种机器识别方法研究，” 第十四届中国图象图形学会会议，福州，pp.246-249，2008。
[5] 余庆，杜吉祥，“基于一种改进NMF算法的人脸年龄估计方法，”中国图形图象学报, 13（10）：1865-1868，2008.
[6] Chuan-Min Zhai, Ji-Xiang Du. “Applying extreme learning machine to plant species identification,” Proceedings of the 2008 IEEE International Conference on Information and Automation, Zhangjiajie, China, pp.879-884, 2008. (EI)
[7] Ji-Xiang Du, D. S. Huang, and Xiao Gu. “Matching, Recognition And Retrieval of Occluded Shapes Using Modified Dynamic Programming Algorithm,” Dynamics of Continuous, Discrete and Impulsive Systems, Series B: Applications & Algorithms, pp. 136-143, 2007.
[8] Ji-Xiang Du, Xiao-Feng Wang and Guo-Jun Zhang. “Leaf Shape Based Plant Species Recognition,” Applied Mathematics and Computation, Vol.185, No.2, pp. 883-893, 2007. (SCI、EI)
[9] Ji-Xiang Du, D. S. Huang, Xiao-Feng Wang and Xiao Gu. “Shape Recognition Based on Neural Networks Trained by Differential Evolution Algorithm,” Neurocomputing, Vol. 70, No. 4, pp. 896-903, 2007. (SCI、EI)
[10] Ji-Xiang Du, D.S. Huang, Zeng-Fu Wang. “Pattern Classification with a PSO Optimization based Elliptical Basis Function Neural Networks,” IEEE Congress on Evolutionary Computation, pp. 1654-1661, 25-28 Sept. 2007. (EI)
[11] Ji-Xiang Du, Guo-Jun Zhang, Zeng-Fu Wang. “A Novel Elliptical Basis Function Neural Networks Model based on a Hybrid Learning Algorithm,” Lecture Notes in Computer Science, Volume 4491, pp. 1153-1161, Springer-Verlag, 2007. (EI)
[12] Ji-Xiang Du, Chuan-Min Zhai, Yuan-Yuan Wan. “Radial Basis Probabilistic Neural Networks Committee for Palmprint Recognition,” Lecture Notes in Computer Science, Volume 4492, pp. 819-824, Springer-Verlag, 2007. (EI)
[13] Chuan-Min Zhai, Ji-Xiang Du. “Graphic Symbol Recognition of Engineering Drawings Based on Multi-Scale Autoconvolution Transform,” Lecture Notes in Computer Science, Vol. 4492, pp. 793-800, Springer-Verlag, 2007. (EI)
[14] Ji-Xiang Du, D. S. Huang, Xiao-Feng Wang and Xiao Gu. “Computer-aided Plant Species Identification (CAPSI) Based on Leaf Shape Matching Technique,” Transactions of the Institute of Measurement and Control, Vol. 28, No. 3, pp. 275-284, 2006. (SCI、EI)
[15] Ji-Xiang Du, D.S. Huang, Guo-Jun Zhang and Zeng-Fu Wang. “A Novel Full Structure Optimization Algorithm for Radial Basis Probabilistic Neural Networks,” Neurocomputing, Vol. 70, No. 1, pp. 592-596, 2006. (SCI、EI)
[16] Ji-Xiang Du, Chuan-Min Zhai, Zeng-Fu Wang, Guo-Jun Zhang. “A Novel Elliptical Basis Function Neural Networks Optimized by Particle Swarm Optimization,” Lecture Notes in Computer Science, Vol. 3971, pp. 747-751, Springer-Verlag, 2006. (SCI、EI)
[17] Xing-Ming Zhao, Ji-Xiang Du, Hong-Qiang Wang, Yunping Zhu, and Yixue Li. “A New Technique for Selecting Features From Protein Sequences,” International Journal of Pattern Recognition And Artificial Intelligence, Vol. 20, No. 2, pp. 271-283, 2006. (SCI、EI)
[18] Yuan-Yuan Wan, Ji-Xiang Du, Kang Li. “A Novel Feature Extraction Approach to Face Recognition Based on Partial Least Squares Regression,” Lecture Notes in Computer Science, Vol. 4113, pp. 1078-1084, Springer-Verlag, 2006. (SCI、EI)
[19] Guo-Jun Zhang, Ji-Xiang Du, De-Shuang Huang, Tat-Ming Lok, Michael R Lyu. “Adaptive Nearest Neighbor Classifier Based On Supervised Ellipsoid Clustering,” Lecture Notes in Computer Science, Vol. 4223, pp. 582-585, Springer-Verlag, 2006. (SCI、EI)
[20] 翟传敏， 杜吉祥， 黄飞，“基于径向基概率神经网络的工程图纸图形符号识别，”智能系统学报，1（1）：88-91，2006.
[21] Ji-Xiang Du, D. S. Huang, Xiao-Feng Wang and Xiao Gu. “Shape Recognition Based on Radial Basis Probabilistic Neural Network and Application to Plant Species Identification,” Lecture Notes in Computer Science, Vol. 3497, pp. 281-285, Springer-Verlag, 2005. (SCI、EI)
[22] Ji-Xiang Du, Xiao-Feng Wang and Xiao Gu. “Shape Matching and Recognition Based on Genetic Algorithm and Application to Plant Species Identification,” Lecture Notes in Computer Science, Vol. 3644, pp. 282-291, Springer-Verlag, 2005. (SCI、EI)
[23] Ji-Xiang Du, D. S. Huang, Xiao-Feng Wang and Xiao Gu. “Neural Network-based Shape Recognition Using Generalized Differential Evolution Training Algorithm,” The 2005 International Joint Conference on Neural Networks (IJCNN2005), Montreal, Quebec, Canada, pp. 2012-2017, 2005. (EI)
[24] Ji-Xiang Du, D. S. Huang, Jun Zhang and Xiao-Feng Wang. “Shape Matching using Fuzzy Discrete Particle Swarm Optimization,” 2005 IEEE Swarm Intelligence Symposium (SIS2005), The Westin Pasadena Pasadena, California, pp. 415-418, 2005. (EI)
[25] Xiao-Feng Wang, Ji-Xiang Du, Guo-Jun Zhang. “Recognition Of Leaf Images Based on Shape Features Using A Hypersphere Classifier,” Lecture Notes in Computer Science, Vol. 3644, pp. 87-96, Springer-Verlag, 2005. (SCI、EI)
[26] Xiao Gu, Ji-Xiang Du, WANG Xiao-Feng. “Leaf Recognition Based on the Combination of Wavelet Transform and Gaussian Interpolation,” Lecture Notes in Computer Science, Vol. 3644, pp. 253-262, Springer-Verlag, 2005. (SCI、EI)
[27] Yuan-Yuan Wan, Ji-Xiang Du, D.S. Huang, Zheru Chi, Yiu-Ming Cheung, Xiao-Feng Wang, Guo-Jun Zhang. “Bark Texture Feature Extraction Based on Statistical Texture Analysis,” Proceedings of The 2004 International Symposium on Intelligent Multimedia, Video & Speech Processing (ISIMP 2004), Hong Kong, China, pp. 482-485, 2004. (EI)
主持科研项目列表：
[1] 国家自然科学基金青年项目（NO.60805021）：植物图像识别中的新型特征提取方法与高效分类器研究，2009.1-2011.12，19万.
[2] 中国博士后科学基金项目（NO.200801231）：首届特别资助，2009.1-2010.12，10万.
[3] 中国博士后科学基金面上项目（NO.20060390180）：一等资助，2007.1-2010.12，5万.
[4] 福建省自然科学基金项目（NO.2007J0303）：高校专项，2007.5-2009.5，4万.
[5] 福建省自然科学基金项目（NO.2008J0020）：面上项目，2008.5-2010.5，7万.
[6] 福建省青年人才项目（NO.2006F3086）：2007.1-2008.12，已结题，8万.
[7] 华侨大学科研启动项目（NO.06BS217）：2007.1-2008.12，已结题，10万.
[8] 中国科学院知识创新工程重要方向项目（KSCX2-YW-R-30）：子课题“神经细胞活动的数学建模”项目主持人，2007.1-2009.1，70万.
参加科研项目：
[1] 863国家高技术研究发展计划项目：（NO.2007AA01Z167）：2007.1-2009.12.
男，祖籍山东省高唐县，1977年7月生，工学博士，华侨大学计算机科学与技术系主任。1995年9月－2002年7月在合肥工业大学学习，获得工学学士、硕士学位；2003年2月－2005年12月在中国科学技术大学模式识别与智能系统专业学习，获工学博士学位。2006年1月起在中国科学技术大学“计算机技术与科学”博士后流动站工作，同年6月调入华侨大学计算机科学与技术系工作。主要从事模式识别、数字图像处理、机器视觉等方面的研究。
部分学术论文列表：
[1] D.S. Huang, Ji-Xiang Du. “A Constructive Hybrid Structure Optimization Methodology for Radial Basis Probabilistic Neural Networks,” IEEE Transaction on Neural Networks, vol.19, no.12, pp:2099-2115, 2008. (SCI、EI)
[2] 杜吉祥，汪增福，“基于径向基概率神经网络的植物叶片自动识别方法，” 模式识别与人工智能，21（2）：206-213，2008. (EI)
[3] Ji-Xiang Du, Chuan-Min Zhai. “A Hybrid Learning Algorithm Combined with Generalized RLS Approach for Radial Basis Function Neural Networks,” Applied Mathematics and Computation, Vol. 205, pp. 908-915, 2008. (SCI、EI)
[4] 杜吉祥，翟传敏，“基于Gabor纹理特征的植物物种机器识别方法研究，” 第十四届中国图象图形学会会议，福州，pp.246-249，2008。
[5] 余庆，杜吉祥，“基于一种改进NMF算法的人脸年龄估计方法，”中国图形图象学报, 13（10）：1865-1868，2008.
[6] Chuan-Min Zhai, Ji-Xiang Du. “Applying extreme learning machine to plant species identification,” Proceedings of the 2008 IEEE International Conference on Information and Automation, Zhangjiajie, China, pp.879-884, 2008. (EI)
[7] Ji-Xiang Du, D. S. Huang, and Xiao Gu. “Matching, Recognition And Retrieval of Occluded Shapes Using Modified Dynamic Programming Algorithm,” Dynamics of Continuous, Discrete and Impulsive Systems, Series B: Applications & Algorithms, pp. 136-143, 2007.
[8] Ji-Xiang Du, Xiao-Feng Wang and Guo-Jun Zhang. “Leaf Shape Based Plant Species Recognition,” Applied Mathematics and Computation, Vol.185, No.2, pp. 883-893, 2007. (SCI、EI)
[9] Ji-Xiang Du, D. S. Huang, Xiao-Feng Wang and Xiao Gu. “Shape Recognition Based on Neural Networks Trained by Differential Evolution Algorithm,” Neurocomputing, Vol. 70, No. 4, pp. 896-903, 2007. (SCI、EI)
[10] Ji-Xiang Du, D.S. Huang, Zeng-Fu Wang. “Pattern Classification with a PSO Optimization based Elliptical Basis Function Neural Networks,” IEEE Congress on Evolutionary Computation, pp. 1654-1661, 25-28 Sept. 2007. (EI)
[11] Ji-Xiang Du, Guo-Jun Zhang, Zeng-Fu Wang. “A Novel Elliptical Basis Function Neural Networks Model based on a Hybrid Learning Algorithm,” Lecture Notes in Computer Science, Volume 4491, pp. 1153-1161, Springer-Verlag, 2007. (EI)
[12] Ji-Xiang Du, Chuan-Min Zhai, Yuan-Yuan Wan. “Radial Basis Probabilistic Neural Networks Committee for Palmprint Recognition,” Lecture Notes in Computer Science, Volume 4492, pp. 819-824, Springer-Verlag, 2007. (EI)
[13] Chuan-Min Zhai, Ji-Xiang Du. “Graphic Symbol Recognition of Engineering Drawings Based on Multi-Scale Autoconvolution Transform,” Lecture Notes in Computer Science, Vol. 4492, pp. 793-800, Springer-Verlag, 2007. (EI)
[14] Ji-Xiang Du, D. S. Huang, Xiao-Feng Wang and Xiao Gu. “Computer-aided Plant Species Identification (CAPSI) Based on Leaf Shape Matching Technique,” Transactions of the Institute of Measurement and Control, Vol. 28, No. 3, pp. 275-284, 2006. (SCI、EI)
[15] Ji-Xiang Du, D.S. Huang, Guo-Jun Zhang and Zeng-Fu Wang. “A Novel Full Structure Optimization Algorithm for Radial Basis Probabilistic Neural Networks,” Neurocomputing, Vol. 70, No. 1, pp. 592-596, 2006. (SCI、EI)
[16] Ji-Xiang Du, Chuan-Min Zhai, Zeng-Fu Wang, Guo-Jun Zhang. “A Novel Elliptical Basis Function Neural Networks Optimized by Particle Swarm Optimization,” Lecture Notes in Computer Science, Vol. 3971, pp. 747-751, Springer-Verlag, 2006. (SCI、EI)
[17] Xing-Ming Zhao, Ji-Xiang Du, Hong-Qiang Wang, Yunping Zhu, and Yixue Li. “A New Technique for Selecting Features From Protein Sequences,” International Journal of Pattern Recognition And Artificial Intelligence, Vol. 20, No. 2, pp. 271-283, 2006. (SCI、EI)
[18] Yuan-Yuan Wan, Ji-Xiang Du, Kang Li. “A Novel Feature Extraction Approach to Face Recognition Based on Partial Least Squares Regression,” Lecture Notes in Computer Science, Vol. 4113, pp. 1078-1084, Springer-Verlag, 2006. (SCI、EI)
[19] Guo-Jun Zhang, Ji-Xiang Du, De-Shuang Huang, Tat-Ming Lok, Michael R Lyu. “Adaptive Nearest Neighbor Classifier Based On Supervised Ellipsoid Clustering,” Lecture Notes in Computer Science, Vol. 4223, pp. 582-585, Springer-Verlag, 2006. (SCI、EI)
[20] 翟传敏， 杜吉祥， 黄飞，“基于径向基概率神经网络的工程图纸图形符号识别，”智能系统学报，1（1）：88-91，2006.
[21] Ji-Xiang Du, D. S. Huang, Xiao-Feng Wang and Xiao Gu. “Shape Recognition Based on Radial Basis Probabilistic Neural Network and Application to Plant Species Identification,” Lecture Notes in Computer Science, Vol. 3497, pp. 281-285, Springer-Verlag, 2005. (SCI、EI)
[22] Ji-Xiang Du, Xiao-Feng Wang and Xiao Gu. “Shape Matching and Recognition Based on Genetic Algorithm and Application to Plant Species Identification,” Lecture Notes in Computer Science, Vol. 3644, pp. 282-291, Springer-Verlag, 2005. (SCI、EI)
[23] Ji-Xiang Du, D. S. Huang, Xiao-Feng Wang and Xiao Gu. “Neural Network-based Shape Recognition Using Generalized Differential Evolution Training Algorithm,” The 2005 International Joint Conference on Neural Networks (IJCNN2005), Montreal, Quebec, Canada, pp. 2012-2017, 2005. (EI)
[24] Ji-Xiang Du, D. S. Huang, Jun Zhang and Xiao-Feng Wang. “Shape Matching using Fuzzy Discrete Particle Swarm Optimization,” 2005 IEEE Swarm Intelligence Symposium (SIS2005), The Westin Pasadena Pasadena, California, pp. 415-418, 2005. (EI)
[25] Xiao-Feng Wang, Ji-Xiang Du, Guo-Jun Zhang. “Recognition Of Leaf Images Based on Shape Features Using A Hypersphere Classifier,” Lecture Notes in Computer Science, Vol. 3644, pp. 87-96, Springer-Verlag, 2005. (SCI、EI)
[26] Xiao Gu, Ji-Xiang Du, WANG Xiao-Feng. “Leaf Recognition Based on the Combination of Wavelet Transform and Gaussian Interpolation,” Lecture Notes in Computer Science, Vol. 3644, pp. 253-262, Springer-Verlag, 2005. (SCI、EI)
[27] Yuan-Yuan Wan, Ji-Xiang Du, D.S. Huang, Zheru Chi, Yiu-Ming Cheung, Xiao-Feng Wang, Guo-Jun Zhang. “Bark Texture Feature Extraction Based on Statistical Texture Analysis,” Proceedings of The 2004 International Symposium on Intelligent Multimedia, Video & Speech Processing (ISIMP 2004), Hong Kong, China, pp. 482-485, 2004. (EI)
主持科研项目列表：
[1] 国家自然科学基金青年项目（NO.60805021）：植物图像识别中的新型特征提取方法与高效分类器研究，2009.1-2011.12，19万.
[2] 中国博士后科学基金项目（NO.200801231）：首届特别资助，2009.1-2010.12，10万.
[3] 中国博士后科学基金面上项目（NO.20060390180）：一等资助，2007.1-2010.12，5万.
[4] 福建省自然科学基金项目（NO.2007J0303）：高校专项，2007.5-2009.5，4万.
[5] 福建省自然科学基金项目（NO.2008J0020）：面上项目，2008.5-2010.5，7万.
[6] 福建省青年人才项目（NO.2006F3086）：2007.1-2008.12，已结题，8万.
[7] 华侨大学科研启动项目（NO.06BS217）：2007.1-2008.12，已结题，10万.
[8] 中国科学院知识创新工程重要方向项目（KSCX2-YW-R-30）：子课题“神经细胞活动的数学建模”项目主持人，2007.1-2009.1，70万.
参加科研项目：
[1] 863国家高技术研究发展计划项目：（NO.2007AA01Z167）：2007.1-2009.12.
杜吉祥老师相关教学资源
