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导师姓名：张慧
所在学校：北京师范大学-香港浸会大学联合国际学院
所在院系：机械工程学院
研究领域：计算机视觉，计算机图形学，图像处理和模式识别
办公电话：3620632
电子邮件： amyzhang@uic.edu.hk
个人简述
张慧博士是IEEE高级会员，获香港大学计算机科学系博士学位，浙江大学计算机科学与工程学士和工程硕士学位。张慧在计算机视觉和模式识别领域的顶级期刊《IEEE模式分析与机器智能学报》（Transaction on Pattern Analysis and Machine Intelligence）、《IEEE 图像处理学报》（Transaction on Image Processing）和顶级会议IEEE计算机视觉和模式识别会议（Computer Vision and Pattern Recognition） 、IEEE图像处理国际会议（International Conference on Image Processing）、ACM多媒体会议（ACM Multimedia） 、英国机器视觉会议（British Machine Vision Conference）、亚洲计算机视觉会议（Asia Conference on Computer Vision）等著名国际国内期刊和会议上发表论文40余篇，其中SCI/EI 检索20余篇，参与编写教科书1本，拥有专利1项。主持和参与研究项目10余项（包括3项国家自然科学基金），完成6项。
张慧博士主要的其他学术活动包括：发起并组织2012珠海国际数字文化产业论坛，组织2014中国图象图形大会3D打印论坛。担任《EURASIP Journal on Image and Video Processing》客座编委，国际会议英国机器视觉会议（British Machine Vision Conference）、亚洲计算机视觉会议（Asia Conference on Computer Vision），为《IEEE模式分析与机器智能学报》（Transaction on Pattern Analysis and Machine Intelligence），计算机视觉和模式识别会议（Computer Vision and Pattern Recognition），国际会议英国机器视觉会议（British Machine Vision Conference）、亚洲计算机视觉会议（Asia Conference on Computer Vision)， IEEE Transactions on Cybernetics，《神经计算》（Neurocomputing），《信号处理》（Signal processing）， Advanced Video and Signal Based Surveillance （AVSS），Springer 书《Computer Vision and Machine Learning with RGB-D Sensors》等国际期刊和会议做评审工作。
专利
Zhang, A Method for Camera Calibration Based on Planer Concentric Circles, 201810762609.0, Provisional Patent, China National Intellectual Property Office，2018.
Zhang, An Approach for Calibrating a Laser Range Scanner and a Camera with Non-Common Field of View, Provisional Patent, China National Intellectual Property Office，2017.
Zhang, An Interactive Approach for Camera Calibration with Face Images, Provisional Patent, China National Intellectual Property Office，2017.
Liu, H. Zhang, A Disenable 3D Food Printing Apparatus, 201520320804X, CHINA, 2015/2/3.
荣誉奖项
Conference/Forum/ Organization
Program Committee Member, British Machine Vision Conference (BMVC), 2011-2018.
Publication Chair, The 15th ACM International Conference on Virtual Reality Continuum and Its Applications in Industry (VRCAI 2016), Zhuhai, China, November 2016.
Regular Reviewer (Selected)
IEEE Transactions on PAMI
IEEE Transactions on Cybernetics
British Machine Vision Conference
Asian Conference on Computer Vision
Elsevier Neurocomputing
Signal processing
IET Journal on Image Processing
IEEE International Conference on Advanced Video and Signal-Based Surveillance
ACM International workshop on Interactive Multimedia on Mobile and Portable Devices
Springer book “Computer Vision and Machine Learning with RGB-D Sensors”.
Other activities (Selected)
Peer Reviewer, Projects of Natural Science and Foundation of Guangdong Province in China, 2015.
Peer Reviewer, Guangdong Province forefront of technology innovation and key special projects, 2015-2017.
张慧博士主要的其他学术活动包括：发起并组织2012珠海国际数字文化产业论坛，组织2014中国图象图形大会3D打印论坛。担任《EURASIP Journal on Image and Video Processing》客座编委，国际会议英国机器视觉会议（British Machine Vision Conference）、亚洲计算机视觉会议（Asia Conference on Computer Vision），为《IEEE模式分析与机器智能学报》（Transaction on Pattern Analysis and Machine Intelligence），计算机视觉和模式识别会议（Computer Vision and Pattern Recognition），国际会议英国机器视觉会议（British Machine Vision Conference）、亚洲计算机视觉会议（Asia Conference on Computer Vision)， IEEE Transactions on Cybernetics，《神经计算》（Neurocomputing），《信号处理》（Signal processing）， Advanced Video and Signal Based Surveillance （AVSS），Springer 书《Computer Vision and Machine Learning with RGB-D Sensors》等国际期刊和会议做评审工作。
专利
Zhang, A Method for Camera Calibration Based on Planer Concentric Circles, 201810762609.0, Provisional Patent, China National Intellectual Property Office，2018.
Zhang, An Approach for Calibrating a Laser Range Scanner and a Camera with Non-Common Field of View, Provisional Patent, China National Intellectual Property Office，2017.
Zhang, An Interactive Approach for Camera Calibration with Face Images, Provisional Patent, China National Intellectual Property Office，2017.
Liu, H. Zhang, A Disenable 3D Food Printing Apparatus, 201520320804X, CHINA, 2015/2/3.
荣誉奖项
Conference/Forum/ Organization
Program Committee Member, British Machine Vision Conference (BMVC), 2011-2018.
Publication Chair, The 15th ACM International Conference on Virtual Reality Continuum and Its Applications in Industry (VRCAI 2016), Zhuhai, China, November 2016.
Regular Reviewer (Selected)
IEEE Transactions on PAMI
IEEE Transactions on Cybernetics
British Machine Vision Conference
Asian Conference on Computer Vision
Elsevier Neurocomputing
Signal processing
IET Journal on Image Processing
IEEE International Conference on Advanced Video and Signal-Based Surveillance
ACM International workshop on Interactive Multimedia on Mobile and Portable Devices
Springer book “Computer Vision and Machine Learning with RGB-D Sensors”.
Other activities (Selected)
Peer Reviewer, Projects of Natural Science and Foundation of Guangdong Province in China, 2015.
Peer Reviewer, Guangdong Province forefront of technology innovation and key special projects, 2015-2017.
科研工作
科研项目
PI, Real time 3D reconstruction with hand-held mobile devices, RMB 100,000, Natural Science Foundation of Guangdong, 2017-2019.
Co-PI, Hardware-free 3D scanning and low cost 3D printing for manufacture and clinical application of orthopedic external fixation brace, RMB 2,000,000, Guangzhou Municipal Science and Technology Innovation Council, 2016-2019.
Co-PI, Research on Lip-password Based Technologies for Personal Identity Verification, No. 61272366, RMB 810,000, National Nature Science Fund of China (NSFC), 2013-2016 (completed).
Co-PI, Super-resolution Face Recognition, No. 61172136, RMB 600,000, National Nature Science Fund of China (NSFC), 2012-2015(completed).
PI, Camera Calibration from Video in Mirror and 3D Model Reconstruction of Non-Rigid Objects, No. 61005038, RMB 210,000, National Nature Science Fund of China (NSFC), 2011-2013 (Completed).
论文选摘
Journal Articles
Zhang and K.-Y.K. Wong, Self-Calibration of Turntable Sequences from Silhouettes, IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI09), 31(1):5-14, January, 2009 (IF: 9.455).
-Y. K. Wong, G. Zhang, C. Liang and H. Zhang, 1D Camera Geometry and Its Application to the Self-Calibration of Circular Motion Sequences, IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI08), 30(12):2243-2248, December, 2008 (IF: 9.455).
Shao, H. Zhang and G. de Haan, An Overview and Performance Evaluation of Classification Based Least Squares Trained Filters, IEEE Trans. on Image Processing (TIP08), 17(10), pp. 1772-1782, October 2008 (IF: 5.071).
Zhang, K.-Y.K. Wong and G. Zhang, Camera Calibration with Images of Spheres, IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI07), 29(3):499-503, March 2007 (IF: 9.455).
Conference Papers
Liu, J. Yang, X. Zhou, Q. Ma and H. Zhang, Intrinsic calibration of a camera to a line-structured light using a single view of two spheres, in Proc. of International Conference on Advanced Concepts for Intelligent Vision Systems (acivs 2018), Poitiers, France, Sept. 24-27, 2018.
Y. Song, H. Zhang, A Framework of Face Synthesis Based on Multilinear Analysis, In. Proc. of ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry (VRCAI), Zhuhai, China, Dec. 2016.
Song, H. Zhang and P.C. Yuen, Face De-Identification in Videos, Preserving Privacy in an Age of Increased Surveillance – a Biometrics Perspective, London, United Kingdom, Oct. 2016.
Huang, H. Zhang and Y. Cheung, The Common Self-polar Triangle of Separate Circles: Properties and Applications to Camera Calibration, In. Proc. of International Conference on Image Processing (ICIP2016), Phoenix USA, Sept. 2016 (H5-index:41, h5-mean:51.
Y. Ji, H. Zhang and C.Y. Ji, Development of Robot Teaching, In The Ninth International Conference on Frontiers of Information Technology, Applications and Tools (FITAT), April 2016.
Huang, H. Zhang and Y. Cheung, Homography Estimation from the Common Self-polar Triangle of Separate Ellipses, In. Proc. of the Computer Vision and Pattern Recognition (CVPR2016), Las Vegas USA, June 2016 (H5-index:188, h5-mean:302).
Huang, H. Zhang and Y. Cheung, The Common Self-polar Triangle of Concentric Circles and Its Application to Camera Calibration, In Prof. Proc. of the Computer Vision and Pattern Recognition (CVPR2015), Boston USA, June 2015 (H5-index:188, h5-mean:302.
PI, Real time 3D reconstruction with hand-held mobile devices, RMB 100,000, Natural Science Foundation of Guangdong, 2017-2019.
Co-PI, Hardware-free 3D scanning and low cost 3D printing for manufacture and clinical application of orthopedic external fixation brace, RMB 2,000,000, Guangzhou Municipal Science and Technology Innovation Council, 2016-2019.
Co-PI, Research on Lip-password Based Technologies for Personal Identity Verification, No. 61272366, RMB 810,000, National Nature Science Fund of China (NSFC), 2013-2016 (completed).
Co-PI, Super-resolution Face Recognition, No. 61172136, RMB 600,000, National Nature Science Fund of China (NSFC), 2012-2015(completed).
PI, Camera Calibration from Video in Mirror and 3D Model Reconstruction of Non-Rigid Objects, No. 61005038, RMB 210,000, National Nature Science Fund of China (NSFC), 2011-2013 (Completed).
论文选摘
Journal Articles
Zhang and K.-Y.K. Wong, Self-Calibration of Turntable Sequences from Silhouettes, IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI09), 31(1):5-14, January, 2009 (IF: 9.455).
-Y. K. Wong, G. Zhang, C. Liang and H. Zhang, 1D Camera Geometry and Its Application to the Self-Calibration of Circular Motion Sequences, IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI08), 30(12):2243-2248, December, 2008 (IF: 9.455).
Shao, H. Zhang and G. de Haan, An Overview and Performance Evaluation of Classification Based Least Squares Trained Filters, IEEE Trans. on Image Processing (TIP08), 17(10), pp. 1772-1782, October 2008 (IF: 5.071).
Zhang, K.-Y.K. Wong and G. Zhang, Camera Calibration with Images of Spheres, IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI07), 29(3):499-503, March 2007 (IF: 9.455).
Conference Papers
Liu, J. Yang, X. Zhou, Q. Ma and H. Zhang, Intrinsic calibration of a camera to a line-structured light using a single view of two spheres, in Proc. of International Conference on Advanced Concepts for Intelligent Vision Systems (acivs 2018), Poitiers, France, Sept. 24-27, 2018.
Y. Song, H. Zhang, A Framework of Face Synthesis Based on Multilinear Analysis, In. Proc. of ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry (VRCAI), Zhuhai, China, Dec. 2016.
Song, H. Zhang and P.C. Yuen, Face De-Identification in Videos, Preserving Privacy in an Age of Increased Surveillance – a Biometrics Perspective, London, United Kingdom, Oct. 2016.
Huang, H. Zhang and Y. Cheung, The Common Self-polar Triangle of Separate Circles: Properties and Applications to Camera Calibration, In. Proc. of International Conference on Image Processing (ICIP2016), Phoenix USA, Sept. 2016 (H5-index:41, h5-mean:51.
Y. Ji, H. Zhang and C.Y. Ji, Development of Robot Teaching, In The Ninth International Conference on Frontiers of Information Technology, Applications and Tools (FITAT), April 2016.
Huang, H. Zhang and Y. Cheung, Homography Estimation from the Common Self-polar Triangle of Separate Ellipses, In. Proc. of the Computer Vision and Pattern Recognition (CVPR2016), Las Vegas USA, June 2016 (H5-index:188, h5-mean:302).
Huang, H. Zhang and Y. Cheung, The Common Self-polar Triangle of Concentric Circles and Its Application to Camera Calibration, In Prof. Proc. of the Computer Vision and Pattern Recognition (CVPR2015), Boston USA, June 2015 (H5-index:188, h5-mean:302.
