张长江

作者:来源:发布时间:2017-04-14

个人简介

张长江,男,1974年9月出生,黑龙江省齐齐哈尔市人,现为浙江师范大学数理与信息工程学院教授、硕士生导师。


学习经历

1994.9-1998.7  东北石油大学自动控制系获工学学士,生产过程自动化专业;

1998.9-2001.2  东北石油大学大学自动控制系获工学硕士学位,控制理论与控制工程专业;

2001.3-2004.7  北京理工大学信息科学与技术学院获工学博士学位,导航、制导与控制专业;

2012.4-2012.6  上海外国语大学留学出国人员外语培训;

2012.9-2012.9  受国家留学基金委资助赴美国康奈尔大学访学


工作简历

2004.9-至今 浙江师范大学数理与信息工程学院任教;

讲师(2004.9)/副教授(2005.9)教授(2009.11)硕导(2005.5)


学术兼职

中国图像图形学会会员(2007.1-至今)

中国气象学会会员(2008.1-至今)


人才梯队、荣誉

浙江省“新世纪151人才工程”第二层次入选者(2012.12);

浙江省高校“智能信息处理创新团队”骨干成员(2011.9);

浙江师范大学“优秀班主任”(2010.11);

浙江省重中之重学科“计算机软件与理论”学科骨干成员(2009.1);

浙江省实验教学示范中心“电工电子实验教学示范中心”成员(2009.9);

浙江师范大学“中青年学科带头人”(2008.12);

浙江省新世纪“151人才工程”第三层次入选者(2005.12);

浙江师范大学“优秀中青年骨干教师”(2004.6)。


研究领域及成果

长期从事信号与信息处理专业领域的研究,在该领域取得一定成绩,在《Engineering Applications of Artificial Intelligence》、《International Journal of Remote Sensing》、《IET Image Processing》等杂志上发表论文80余篇,出版教材2部;成果获浙江省高等学校科研成果奖一等奖、二等奖和三等奖各1项;主持国家自然科学基金项目2项、浙江省自然科学基金2项、浙江省科技厅项目2项、国家重点实验室开放基金2项、浙江省精品课程建设项目1项和其他各类项目10余项;申请和授权国家发明专利5项、实用新型专利1项、软件著作权6项;为《IEEE Transactions on Geoscience & Remote Sensing》、《Engineering Applications of Artificial Intelligence》、《IET Image Processing》、《Artificial Intelligence in Medicine》、《China Communications》、《通信学报》、《红外与毫米波学报》等国际国内学术期刊和会议审稿。

代表性论文、论著

1.《数字图像处理及其应用》2013年5月清华大学出版社出版;

2. “A novel nonlinear algorithm for typhoon cloud image nhancement” 2011年2月发表于《International Journal of Automation and Computing》第2期;

3. “Adaptive typhoon cloud image enhancement using genetic algorithm and non-linear gain operation in undecimated wavelet domain” 2010年4月发表于《International Journal of Remote Sensing》第4期;

4. “Adaptive typhoon cloud image enhancement using genetic algorithm and non-linear gain operation in undecimated wavelet domain” 2010年1月发表于《Engineering Applications of Artificial Intelligence》第1期;

5. “Tropical cyclone cloud image segmentation by B-splines histogram with multi-scale transform” 2010年1月发表于《Acta Meteorologica Sinica》第1期;

6. “Typhoon cloud image enhancement and reducing speckle with genetic algorithm in stationary wavelet domain” 2009年4月发表于《IET Image Processing》第4期;

7. “Contrast enhancement for image by WNN and GA combing PSNR with information entropy” 2008年4月发表于《Fuzzy Optimization and Decision Making》第4期;

8. “Identification between stephania tetrandra S. Moore and Stephania cepharantha Hayata by CWT-FTIR-RBFNN” 2008年5月发表于《Spectroscopy: An International Journal》第5期;

9.“An anti-noise algorithm for enhancing global and local contrast for infrared image” 2007年1月发表于《International Journal of Wavelet, Multi-resolution and Information Processing》第1期;

代表性科研项目

1.2013-2015,浙江省自然科学基金-“多尺度几何分析结合卫星和雷达资料反演近海台风矢量风场方法研究”;

2.2012– 2014,浙江省科技厅公益性技术应用研究计划项目-“MGA和SVM反演近海台风内核风场关键技术研究及应用”;

3.2011-2011,国家自然科学基金(数学天元基金)”联合廓波和偏微分方程融合卫星云图及对台风中心定位的影响”;

4.2009-2011,国家自然科学基金青年基金-“基于Contourlet变换反演台风风场及其对台风强度预报的影响”;

5.2009-2010,浙江省科技计划一般科研项目-“集成式车辆主动安全驾驶辅助系统研发”;

6.2008-2009,浙江省自然科学基金-“基于Curvelet变换和卫星云图的台风运动轨迹预测方法研究”;

学术报告

1.2009.10 在第26届中国气象学会年会上作学术报告《红外台风云图分割的模糊技术》;

2.2009.5 在International Workshop on Intelligent Systems and Applications上作学术报告《Segmentation for Satellite Cloud Image by Combing Fractal Features and Continuous Wavelet Transform》;

3.2008.11 在第25届中国气象学会年会上作学术报告《Segmentation for Main Body of Typhoon from Satellite Cloud Image by Genetic Algorithm in Contourlet Domain》;

4.2007.11在全国热带气旋科学研讨会作学术报告《Typhoon Cloud Image De-Noising and Enhancement by FWNN and GA in Curvelet Domain》;

5.2007.11在第三届中、韩、日气象学会联合研讨会作学术报告《Segmentation of Typhoon Cloud Image by Combining Fractal Features with CWT》

近三年教学情况

为本科生主讲课程有《数字电子技术》、《数字图象处理》、《专业英语》、《电子技术新进展》,指导本科生论文20余篇;为研究生开设《红外图像处理》、《小波分析及其应用》、《信号检测与估计》等课程,指导培养硕士研究生8名。


Profile

Changjiang Zhang,male, was born on Qiqihaer city, Heilongjiang province, on September, 1974. He is currently a professor and master supervisor of College of Mathematics, Physics and Information Engineering, Zhejiang Normal University.


Education Background

1994.9-1998.7  Receive Bachelor Degree in industry automation, Department of automatic control, Northeastern Petroleum University, China;

1998.9-2001.2  Receive Master Degree in Control Theory and Control Engineering, Department of Automatic Control, Northeastern Petroleum University, China;

2001.3-2004.7  Receive PhD Degree in Navigation, Guidance and Control, College of Information Science and Technology, Beijing Institute of Technology, China;

2012.4-2012.6  Foreign language training, Shanghai International Studies University, China;

2012.9-2012.9  Visiting Scholar, Cornell University, USA.


Work Experiences

2004.9-so far  College of Mathematics, Physics and Information Engineering, Zhejiang Normal University;

Lecturer(2004.9)/Associated Professor(2005.9)Professor(2009.11)/Master Supervisor(2005.5)


Other Academic Positions/Memberships

Member of Chinese Image and Graphics Society (2007.1-So far)

Member of Chinese Meteorological Society (2008.1-So far)


Honorable Titles and Awards:

The Second Level of New Century 151 Talent Project of Zhejiang Province(2012.12);

Member of Innovation Team in Intelligent Information Processing of Zhejiang Province(2011.9);

Outstanding Class Teacher of Zhejiang Normal University(2010.11);

Member of Key of Key Discipline in Computer Software and Theory of Zhejiang Province(2009.1);

Member of Experimental Teaching Demonstration Center in Electrician Electron of Zhejiang Province (2009.9);

Middle-aged Discipline Leader of Zhejiang Normal University (2008.12);

The Third Level of New Century 151 Talent Project of Zhejiang Province(2005.12);

Outstanding Middle-aged Backbone Teacher (2004.6).


Research Field and Achievements

His research interest includes: image processing, pattern recognition, wavelet transform, multi-scale geometry analysis, machine learning and their applications. More than 80 papers have been published in Engineering Applications of Artificial Intelligence, International Journal of Remote Sensing , IET Image Processing and other journals and proceedings of conferences. Two textbooks have been published by Bejing University Press and Tsinghua University Press. Research achievements have been awarded first prize, second prize and third prize.  He is the Principal Investigator of following projects: two Foundations of China National Natural Science, two foundations of Natural Science of Zhejiang Province of China,  two foundations of Science and Technology Office of Zhejiang Province of China, two open foundations of National Key Lab of China, Excellent Course Foundation of Zhejiang Province of China, twelve patents for invention and software copyrights. He is the reviewer for following journals: IEEE Transactions on Geoscience & Remote Sensing, Engineering Applications of Artificial Intelligence, IET Image Processing, Artificial Intelligence in Medicine, China Communications, Journal on Communications, and Journal of Infrared and Millimeter Waves.


Representative Works

1. Digital Image Processing and Its Applications, Tsinghua University Press, May 2013;

2. A novel nonlinear algorithm for typhoon cloud image enhancement, International Journal of Automation and Computing, No.2, February, 2011;

3. Adaptive typhoon cloud image enhancement using genetic algorithm and non-linear gain operation in undecimated wavelet domain, International Journal of Remote Sensing , No.4, April 2010;

4. Adaptive typhoon cloud image enhancement using genetic algorithm and non-linear gain operation in undecimated wavelet domain,  Engineering Applications of Artificial Intelligence, No.1, January 2010;

5. Tropical cyclone cloud image segmentation by B-splines histogram with multi-scale transform, Acta Meteorologica Sinica, No.1, January 2010;

6. Typhoon cloud image enhancement and reducing speckle with genetic algorithm in stationary wavelet domain, IET Image Processing, No.4, April 2009;

7. Contrast enhancement for image by WNN and GA combing PSNR with information entropy, Fuzzy Optimization and Decision Making, No.4, April 2008;

8. Identification between stephania tetrandra S. Moore and Stephania cepharantha Hayata by CWT-FTIR-RBFNN, Spectroscopy: An International Journal, No.5, May 2008;

9. An anti-noise algorithm for enhancing global and local contrast for infrared image, International Journal of Wavelet, Multi-resolution and Information Processing, No.1, January 2007.

Research Projects

1. 2013-2015, Natural Science Foundation of Zhejiang province of China-Satellite and radar materials are used to retrieval wind field of near-shore typhoon based on multi-scale geometry analysis;

2. 2012-2014, Project of Department of Science and Technology of Zhejiang Province of China-Inner core wind filed retrieval and its application in near shore typhoon by using MGA and SVM;

3. 2011-2011, Foundation of National Natural Science of China (Tianyuan Foundation in Mathematics) - Satellite cloud image fusion by combing contourlet transform with PDE and its effect to center location of typhoon;

4. 2009-2011, Foundation of National Natural Science of China (Young Foundation) - Wind field retrieval based on contourlet transform and its effect to typhoon intensity forecasting;

5. 2009-2010, Project of Department of Science and Technology of Zhejiang Province of China - Assistance vehicle driving system research based on multi-sensors;

6. 2008-2009, Foundation of Natural Science of Zhejiang Province of China - Moving tracking prediction for typhoon based on curvlet transform and satellite cloud image.

Reports

1.2009.10, Segmentation based Fuzzy technique for infrared typhoon cloud image, the 26th Annual Meeting of China Meteorological Association;

2.2009.5, Segmentation for Satellite Cloud Image by Combing Fractal Features and Continuous Wavelet Transform, International Workshop on Intelligent Systems and Applications;

3.2008.11, Segmentation for Main Body of Typhoon from atellite loud Image by Genetic Algorithm in Contourlet Domain, the 25th Annual Meeting of China Meteorological Association;

4.2007.11, Typhoon Cloud Image De-Noising and Enhancement by FWNN and GA in Curvelet Domain, workshop of nationwide tropical cyclone;

5.2007.11, Segmentation of Typhoon Cloud Image by Combining Fractal Features with CWT, Joint Conference of Chinese, Korea and Japan Metrological Society.


Teaching and Supervision during Last 3 Years

Undergraduate:

Digital Electronic Technology, Digital Image Processing, Specialized English, New Development in Electronic Technique; more than 20 undergraduate thesis projects;

Graduate student:

Infrared Image Processing, Wavelet Analysis and Its Applications, Signal Detection and Approximation; more than 8 graduate students.