虚拟现实、人机交互、医学图像处理、模式识别

081203-计算机应用技术
081104-模式识别与智能系统

计算机辅助医学
虚拟现实在医学中的应用

2002-01--香港中文大学   教授
1989-01--1992-10   美国印第安纳大学   计算机博士
1987-09--1988-12   美国印第安纳大学   数学硕士
1985-08--1987-12   美国印第安纳大学   计算机硕士
1982-07--1985-08   新加坡国立大学   学士

-- 研究生

-- 博士

   

[1] Zheng, Qingqing, Zhu, Fengyuan, Heng, PhengAnn. Robust Support Matrix Machine for Single Trial EEG Classification. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING[J]. 2018, 26(3): 551-562, http://ir.siat.ac.cn:8080/handle/172644/13557.
[2] Liao, Xiangyun, Si, Weixin, Yuan, Zhiyong, Sun, Hanqiu, Qin, Jing, Wang, Qiong, Heng, PhengAnn. Animating Wall-Bounded Turbulent Smoke via Filament-Mesh Particle-Particle Method. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS[J]. 2018, 24(3): 1260-1273, http://dx.doi.org/10.1109/TVCG.2017.2665551.
[3] Si, Weixin, Qin, Jing, Chen, Zhuchao, Liao, Xiangyun, Wang, Qiong, Heng, PhengAnn. Thin-Feature-Aware Transport-Velocity Formulation for SPH-Based Liquid Animation. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2018, 20(11): 3033-3044, http://ir.siat.ac.cn:8080/handle/172644/13558.
[4] Chen, Hao, Wu, Lingyun, Dou, Qi, Qin, Jing, Li, Shengli, Cheng, JieZhi, Ni, Dong, Heng, PhengAnn. Ultrasound Standard Plane Detection Using a Composite Neural Network Framework. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2017, 47(6): 1576-1586, http://dx.doi.org/10.1109/TCYB.2017.2685080.
[5] Hong Wu, Shuang Liangb, Wenlong Hang, Xiaolu Liu, Qiong Wang, KupSze Choie, Jing Qin. Evaluation of motor training performance in 3D virtual environment via combining brain-computer interface and haptic feedback. 2017, http://ir.siat.ac.cn:8080/handle/172644/11802.
[6] Si, Weixin, Liao, Xiangyun, Wang, Qiong, Heng, Pheng Ann. Personalized heterogeneous deformable model for fast volumetric registration. BIOMEDICAL ENGINEERING ONLINE[J]. 2017, 16: https://www.webofscience.com/wos/woscc/full-record/WOS:000394393700001.
[7] 王平安. Integrating online and offline 3d deep learning for automated polyp detection in colonoscopy videos.. IEEE Journal of Biomedical & Health Informatics. 2017, [8] Zhu Lei, Fu ChiWing, Lischinski Dani, Heng PhengAnn, IEEE. Joint Bi-layer Optimization for Single-image Rain Streak Removal. 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV)null. 2017, 2545-2553, [9] Zhu, Lei, Wang, Weiming, Qin, Jing, Wong, KinHong, Choi, KupSze, Heng, PhengAnn. Fast feature-preserving speckle reduction for ultrasound images via phase congruency. SIGNAL PROCESSING[J]. 2017, 134: 275-284, http://dx.doi.org/10.1016/j.sigpro.2016.12.011.
[10] Liao, Xiangyun, Si, Weixin, Xu, Biao, Yuan, Zhiyong, Wang, Qiong, Heng, PhengAnn. Filament-based realistic turbulent wake synthesis. COMPUTER ANIMATION AND VIRTUAL WORLDS[J]. 2017, 28(3-4): http://dx.doi.org/10.1002/cav.1754.
[11] Weixin Si, Xiangyun Liao, Qiong Wang, Jing Qin, PhengAnn Heng. Patch Green Coordinates based Interactive Embedded Deformable Model.. 2017, http://ir.siat.ac.cn:8080/handle/172644/11806.
[12] Lequan Yu, Xin Yang, Hao Chen, Jing Qin, PhengAnn Heng. Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images. 2017, http://ir.siat.ac.cn:8080/handle/172644/11808.
[13] 王平安. Voxresnet: deep voxelwise residual networks for brain segmentation from 3d mr images.. Neuroimage.. 2017, [14] Wang, Yi, Cheng, JieZhi, Ni, Dong, Lin, Muqing, Qin, Jing, Luo, Xiongbiao, Xu, Ming, Xie, Xiaoyan, Heng, Pheng Ann. Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration. IEEE TRANSACTIONS ON MEDICAL IMAGING[J]. 2016, 35(2): 589-604, http://dx.doi.org/10.1109/TMI.2015.2485299.
[15] Liang, Shuang, Choi, KupSze, Qin, Jing, Pang, WaiMan, Heng, PhengAnn. Enhancing training performance for brain-computer interface with object-directed 3D visual guidance. INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY[J]. 2016, 11(11): 2129-2137, http://dx.doi.org/10.1007/s11548-015-1336-5.
[16] Liang, Shuang, Choi, KupSze, Qin, Jing, Pang, WaiMan, Wang, Qiong, Heng, PhengAnn. Improving the discrimination of hand motor imagery via virtual reality based visual guidance. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE[J]. 2016, 132: 63-74, http://dx.doi.org/10.1016/j.cmpb.2016.04.023.
[17] Liang, Shuang, Choi, KupSze, Qin, Jing, Wang, Qiong, Pang, WaiMan, Heng, PhengAnn. Discrimination of motor imagery tasks via information flow pattern of brain connectivity. TECHNOLOGY AND HEALTH CARE[J]. 2016, 24: S795-S801, [18] Zhang, Tianjin, Zheng, Jinta, Yi, Zongrui, Liu, Dong, Qin, Jing. Realistic Rendering of 3D Fetal Ultrasound via Local Ambient Occlusion. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS[J]. 2016, 6(7): 1776-1781, https://www.webofscience.com/wos/woscc/full-record/WOS:000387979100043.
[19] Wang, Yi, Ni, Dong, Qin, Jing, Xu, Ming, Xie, Xiaoyan, Heng, PhengAnn. Patient-specific Deformation Modelling via Elastography: Application to Image-guided Prostate Interventions. SCIENTIFIC REPORTS[J]. 2016, 6: http://dx.doi.org/10.1038/srep27386.
[20] Wei, Mingqiang, Zhu, Lei, Yu, Jinze, Wang, Jun, Pang, WaiMan, Wu, Jianhuang, Qin, Jing, Heng, PhengAnn. Morphology-preserving smoothing on polygonized isosurfaces of inhomogeneous binary volumes. COMPUTER-AIDED DESIGN[J]. 2015, 58: 92-98, http://dx.doi.org/10.1016/j.cad.2014.08.015.
[21] Chen, Hao, Ni, Dong, Qin, Jing, Li, Shengli, Yang, Xin, Wang, Tianfu, Heng, Pheng Ann. Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS[J]. 2015, 19(5): 1627-1636, http://dx.doi.org/10.1109/JBHI.2015.2425041.
[22] 王平安. Bi-Normal Filtering for Mesh Denoising. Visualization and Computer Graphics. IEEE Transactions on. 2015, [23] Wang, Weiming, Zhu, Lei, Qin, Jing, Chui, YimPan, Li, Bing Nan, Heng, PhengAnn. Multiscale geodesic active contours for ultrasound image segmentation using speckle reducing anisotropic diffusion. OPTICS AND LASERS IN ENGINEERINGnull. 2014, 54: 105-116, http://dx.doi.org/10.1016/j.optlaseng.2013.10.003.
[24] 王平安. Visualization of Needle Access Pathway and a 5-DoF Evaluation. IEEE Journal of Biomedical and Health Informatics. 2014, [25] Wang, Weiming, Qin, Jing, Zhu, Lei, Ni, Dong, Chui, YimPan, Heng, PhengAnn. Detection and Measurement of Fetal Abdominal Contour in Ultrasound Images via Local Phase Information and Iterative Randomized Hough Transform. BIO-MEDICAL MATERIALS AND ENGINEERING[J]. 2014, 24(1): 1261-1267, https://www.webofscience.com/wos/woscc/full-record/WOS:000327312600147.
[26] Zhu, Lei, Wei, Mingqiang, Yu, Jinze, Wang, Weiming, Qin, Jing, Heng, PhengAnn. Coarse-to-Fine Normal Filtering for Feature-Preserving Mesh Denoising Based on Isotropic Subneighborhoods. COMPUTER GRAPHICS FORUM[J]. 2013, 32(7): 371-380, https://www.webofscience.com/wos/woscc/full-record/WOS:000327310800039.
[27] Wei, Mingqiang, Shen, Wuyao, Qin, Jing, Wu, Jianhuang, Wong, TienTsin, Heng, PhengAnn. Feature-preserving optimization for noisy mesh using joint bilateral filter and constrained Laplacian smoothing. OPTICS AND LASERS IN ENGINEERING[J]. 2013, 51(11): 1223-1234, http://dx.doi.org/10.1016/j.optlaseng.2013.04.018.
[28] Chan, WingYin, Chui, YimPan, Heng, PhengAnn, Liao, H, Linte, CA, Masamune, K, Peters, TM, Zheng, G. Quantized Local Edge Distribution: A Descriptor for B-mode Ultrasound Images. AUGMENTED REALITY ENVIRONMENTS FOR MEDICAL IMAGING AND COMPUTER-ASSISTED INTERVENTIONSnull. 2013, 8090: 192-200, [29] Guo, Jixiang, Li, Shun, Chui, Yim Pan, Qin, Jing, Heng, Pheng Ann. Mesh quality oriented 3D geometric vascular modeling based on parallel transport frame. COMPUTERS IN BIOLOGY AND MEDICINE[J]. 2013, 43(7): 879-888, http://dx.doi.org/10.1016/j.compbiomed.2013.04.004.
[30] Wang Weiming, Qin Jing, Chui YimPan, Heng PhengAnn, IEEE. A Multiresolution Framework for Ultrasound Image Segmentation by Combinative Active Contours. 2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)null. 2013, 1144-1147, [31] Wu, Huisi, Heng, PhengAnn, Wong, TienTsin. Cardiac motion recovery using an incompressible B-solid model. MEDICAL ENGINEERING & PHYSICS[J]. 2013, 35(7): 958-968, http://dx.doi.org/10.1016/j.medengphy.2012.09.003.
[32] 王平安. Effects of Packet Loss on Collaborative Haptic Interactions in Networked Virtual Environments: An Experimental Study. Teleoperators and Virtual Environments. 2013, [33] Ni, Dong, Yang, Yong, Li, Shengli, Qin, Jing, Ouyang, Shuyuan, Wang, Tianfu, Heng, Pheng Ann, IEEE. LEARNING BASED AUTOMATIC HEAD DETECTION AND MEASUREMENT FROM FETAL ULTRASOUND IMAGES VIA PRIOR KNOWLEDGE AND IMAGING PARAMETERS. 2013 IEEE 10TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI)null. 2013, 772-775, [34] Wang, Qiong, Chen, Hui, Wu, Wen, Qin, Jing, Heng, Pheng Ann. Impulse-Based Rendering Methods for Haptic Simulation of Bone-Burring. IEEE TRANSACTIONS ON HAPTICS[J]. 2012, 5(4): 344-355, https://www.webofscience.com/wos/woscc/full-record/WOS:000310384300006.
[35] Pang, WaiMan, Qin, Jing, Lu, Yuqiang, Xie, Yongming, Chui, CheeKong, Heng, PhengAnn. Accelerating simultaneous algebraic reconstruction technique with motion compensation using CUDA-enabled GPU. INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY[J]. 2011, 6(2): 187-199, http://dx.doi.org/10.1007/s11548-010-0499-3.
[36] Wang, Defeng, Shi, Lin, Wang, YiXiang J, Man, Gene ChiWai, Heng, Pheng Ann, Griffith, James F, Ahuja, Anil T. Color Quantification for Evaluation of Stained Tissues. CYTOMETRY PART A[J]. 2011, 79A(4): 311-316, https://www.webofscience.com/wos/woscc/full-record/WOS:000288858600010.
[37] 王平安. MRI segmentation and morphoanatomy analysis of the vestibular system in adolescent idiopathic scoliosis.. NeuroImage. 2011, [38] 王平安. Fast Prototyping of Virtual Reality Based Surgical Simulators with PhysX-enabled GPU. Transactions on Edutainment IV. 2010, [39] 王平安. A Virtual Reality Simulator for Ultrasound Guided Organ Biopsy Training. IEEE Computer Graphics and Application. 2010, [40] 王平安. A Novel Modeling Framework for Multilayered Soft Tissue Deformation in Virtual Orthopaedic Surgery. Journal of Medical Systems. 2010, [41] 王平安. Learning Ultrasound-Guided Needle Insertion Skills through an Eduatinment Game. Transactions on Edutainment IV. 2010, [42] Chen, Qiang, Sun, QuanSen, Heng, Pheng Ann, Xia, DeShen. Two-Stage Object Tracking Method Based on Kernel and Active Contour. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2010, 20(4): 605-609, https://www.webofscience.com/wos/woscc/full-record/WOS:000276681000013.
[43] Qin, Jing, Choi, KupSze, Heng, PhengAnn. Collaborative Simulation of Soft-Tissue Deformation for Virtual Surgery Applications. JOURNAL OF MEDICAL SYSTEMS[J]. 2010, 34(3): 367-378, https://www.webofscience.com/wos/woscc/full-record/WOS:000277008200017.
[44] Wu, Huisi, Wang, YuShuen, Feng, KunChuan, Wong, TienTsin, Lee, TongYee, Heng, PhengAnn. Resizing by Symmetry-Summarization. ACM TRANSACTIONS ON GRAPHICS[J]. 2010, 29(6): http://dx.doi.org/10.1145/1866158.1866185.
[45] Shi, Lin, Wang, Defeng, Hung, Vivian W Y, Yeung, Benson H Y, Griffith, James F, Chu, Winnie C W, Heng, Pheng Ann, Cheng, Jack C Y, Qin, Ling. Fast and Accurate 3-D Registration of HR-pQCT Images. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE[J]. 2010, 14(5): 1291-1297, https://www.webofscience.com/wos/woscc/full-record/WOS:000282474800019.
[46] Chen, Qiang, Montesinos, Philippe, Sen Sun, Quan, Heng, Peng Ann, Xia, De Shen. Adaptive total variation denoising based on difference curvature. IMAGE AND VISION COMPUTING[J]. 2010, 28(3): 298-306, http://dx.doi.org/10.1016/j.imavis.2009.04.012.
[47] Chen, Hui, Wang, Lan, Liu, Wenxi, Heng, PhengAnn. Combined X-ray and facial videos for phoneme-level articulator dynamics. VISUAL COMPUTER[J]. 2010, 26(6-8): 477-486, https://www.webofscience.com/wos/woscc/full-record/WOS:000278135800009.
[48] Wang, Defeng, Shi, Lin, Wang, YiXiang J, Yuan, Jing, Yeung, David K W, King, Ann D, Ahuja, Anil T, Heng, Pheng Ann. Concatenated and Parallel Optimization for the Estimation of T-1 Map in FLASH MRI With Multiple Flip Angles. MAGNETIC RESONANCE IN MEDICINE[J]. 2010, 63(5): 1431-1436, https://www.webofscience.com/wos/woscc/full-record/WOS:000277098100033.
[49] Qin, Jing, Chui, YimPan, Pang, WaiMan, Choi, KupSze, Heng, PhengAnn. Learning Blood Management in Orthopedic Surgery through Gameplay. IEEE COMPUTER GRAPHICS AND APPLICATIONS[J]. 2010, 30(2): 45-57, http://dx.doi.org/10.1109/MCG.2009.83.
[50] Chen, Shifu, Qin, Jing, Xie, Yongming, Zhao, Junping, Heng, PhengAnn. AN EFFICIENT SORTING ALGORITHM WITH CUDA. JOURNALOFTHECHINESEINSTITUTEOFENGINEERS[J]. 2009, 32(7): 915-921, https://www.webofscience.com/wos/woscc/full-record/WOS:000272526500005.
[51] 王平安. Segmentation of Human Skull in Magnetic Resonance Imaging (MRI) Using Statistical Shape Information from CT Data. Journal of Magnetic. 2009, [52] Ni, Dong, Chui, Yim Pan, Qu, Yingge, Yang, Xuan, Qin, Jing, Wong, TienTsin, Ho, Simon S H, Heng, Pheng Ann. Reconstruction of volumetric ultrasound panorama based on improved 3D SIFT. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS[J]. 2009, 33(7): 559-566, http://dx.doi.org/10.1016/j.compmedimag.2009.05.006.
[53] Wang, Defeng, Shi, Lin, Chu, Winnie C W, Paus, Tomas, Cheng, Jack C Y, Heng, Pheng Ann. A comparison of morphometric techniques for studying the shape of the corpus callosum in adolescent idiopathic scoliosis. NEUROIMAGE[J]. 2009, 45(3): 738-748, http://dx.doi.org/10.1016/j.neuroimage.2008.12.068.
[54] Chen, Qiang, Sun, QuanSen, Heng, PhengAnn, Xia, DeShen. Parametric active contours for object tracking based on matching degree image of object contour points. PATTERN RECOGNITION LETTERS[J]. 2008, 29(2): 126-141, http://dx.doi.org/10.1016/j.patrec.2007.09.009.
[55] Chen, Qiang, Sun, Quansen, Heng, Pheng Ann, Xia, Deshen. A double-threshold image binarization method based on edge detector. PATTERN RECOGNITION[J]. 2008, 41(4): 1254-1267, http://dx.doi.org/10.1016/j.patcog.2007.09.007.
[56] Shi LbrWang DFbrChu WCWbrBurwell GRbrWong TTbrHeng PAbrCheng JCY. Automatic MRI segmentation and morphoanatomy analysis of the vestibular system in adolescent idiopathic scoliosis. NEUROIMAGE. [57] Lei Zhu, Weiming Wang, Xiaomeng Li, Qiong Wang, Jing Qin, Kin-Hong Wong, Kup-Sze Choi, Chi-Wing Fu, Pheng-Ann Heng. Feature-Preserving Ultrasound Speckle Reduction via L0 Minimization (revised version). NEUROCOMPUTING. http://dx.doi.org/10.1016/j.neucom.2018.03.009.

已指导学生

陆玉强  硕士研究生  081201-计算机系统结构  

严维先  硕士研究生  081201-计算机系统结构  

李健  硕士研究生  081201-计算机系统结构  

陈实富  硕士研究生  081202-计算机软件与理论  

张晖  硕士研究生  081203-计算机应用技术