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个人简介

张慧教授 IEEE高级会员,香港大学计算机科学系博士。研究兴趣主要集中在相机标定,基于图像的三维模型重建,运动估计等,也包括虚拟现实和增强领域。在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) ,欧洲计算机视觉会议(European Conference on Computer Vision),机器人自动化国际会议(International Conference on Robotics Automation),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50余篇,参与编写教科书1本,拥有专利多项。主持和参与研究项目20余项(包括1项国家重点研发计划项目、4项国家自然科学基金项目)。 张教授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),欧洲计算机视觉会议(European Conference of Computer Vision),机器人自动化国际会议(International Conference on Robotics Automation),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),IMMPD,Springer 书《Computer Vision and Machine Learning with RGB-D Sensors》等国际期刊和会议做评审工作。 Education Ph.D. in Computer Vision, The University of Hong Kong M.Eng. in Computer Software, Zhejiang University B.Eng. in Computer Science and Engineering, Zhejiang University Awards and Honors 1st Prize, Excellent Poster Award (Tutor), DST Poster Event, 2021 1st Prize, Excellent Poster Award (Tutor), DST Poster Event, 2018 2nd Prize, Excellent Paper Award, Guangdong Computer Society, 2018

研究领域

计算机视觉,包括相机标定、基于图像的三维模型重建、运动估计等,也包括虚拟现实和增强领域

近期论文

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Yiyang Hu, Hui Ma, Leiping JIE, Hui Zhang, DEdgeNet: Extrinsic Calibration of Camera and LiDAR with Depth-Discontinuous Edges, Conference: 2023 IEEE International Conference on Robotics and Automation (ICRA), London, United Kingdom, May 2023. LIU Yu, Hui Zhang, Using the Deflection Center to Auto-Calibrate the Pan-Tilt-Zoom Camera LinearlyUsing the Deflection Center to Auto-Calibrate the Pan-Tilt-Zoom Camera Linearly,IEEE International Conference on Robotics Automation, London, United Kingdom May 2023. Y. Liu and H. Zhang, Camera Auto-calibration from the Steiner Conic of Fundamental Matrix, European Conference on Computer Vision (ECCV 2022), Tel-Aviv, Oct. 23-27, 2022 (CCF B). L. Jie and H. Zhang, A Fast and Efficient Network for Single Image Shadow Detection,IEEE International Conference on Acoustics, Speech and Signal Processing, Singapore, 22-27 May 2022 (CCF B). L. Jie and H. Zhang, RMLANet: Random Multi-Level Attention Network for Shadow Detection, IEEE International Conference on Multimedia and Expo, Taipei, Taiwan, July 2022 (CCF B). L. Jie and H. Zhang, PSP-MVSNet: Deep Patch-based Similarity Perceptual Multi-View Stereo, International Conference on Artificial Neural Networks, Bristol, United Kingdom, September 2022 (CCF C). H. 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, Jan., 2009 (CCF A). K.-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 (CCF A). H. 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, Mar. 2007 (CCF A). H. Huang, H. Zhang and Y. Cheung, Homography Estimation from the Common Self-polar Triangle of Separate Ellipses, In. Proc. of Computer Vision and Pattern Recognition (CVPR2016), Las Vegas USA, June 2016 (CCF A). H. 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 (CCF C). H. Huang, H. Zhang, Y. M. Chung, The Common Self-polar Triangle of Concentric Circles and Its Application to Camera Calibration, In IEEE Conference on Computer Vision and Pattern Recognition (CVPR2015), Boston, USA, June 2015 (CCF A). L. 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 (CCF A). H. Huang, H. Zhang, Y. M. Chung, Camera Calibration Based on the Common Self-polar Triangle of Sphere Images, In Proc. of the Asian Conference on Computer Vision (ACCV2014), Singapore, Nov. 2014 (CCF C). W. Duan, H. Zhang and N. M. Allinson, Relating Vanishing Points to Catadioptric Camera Calibration, In Proc. of the Conference on IS&T/SPIE Electronic Imaging, San Francisco, California, United States, February 2013. H. Zhang, L. Shao and K.-Y. K. Wong, Self-calibration and Motion Recovery from Silhouettes with Two Mirrors, In Proc. of the Asian Conference on Computer Vision (ACCV2012), Nov. 2012. D. Wu, F. Zhu, L. Shao and H. Zhang, One Shot Learning Gesture Recognition with Kinect Sensor, In Proc. of the ACM International Conference on Multimedia, Nara, Japan, October 2012 (CCF A).

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