个人简介

1.2004-2008上海交通大学图像所模式识别与智能系统专业博士2.2010-2012长虹技术中心博士后研究员3.2013-2014海信研发中心人工智能/智能交互技术专家4.2016.8-2017.8英国Northumbria大学及东英吉利亚大学访问学者5.2014-至今安徽工业大学计算机学院教授

研究领域

1、计算机视觉2、深度学习3、生物特征识别4.多视角机器学习

近期论文

1. Heng Liu, Ziling Fu, Jungong Han, Ling Shao. Single ImageSuper-Resolution Using Multi-Scale Deep Encoder-Decoder with Phase CongruencyEdge Map Guidance. Information Sciences, 2019,473:44-58. (TOP期刊, JCR 一区，Google citation: 8) 2.Xiaoyu Zheng, Heng Liu*, Jungong Han , and Shudong Hou，Deep Feature-Preserving Based Face Hallucination: Feature Discrimination Versus Pixels ApproximationPRCV 2019, LNCS 11858, pp. 114–125, 2019 5. Heng Liu， Dongdong Huang，Shudong Hou，Yue Ruan.Large size single image fast defogging and the real time video defogging FPGAarchitecture. Neurocomputing , 2017, 269:97~107. (JCR 一区) 6. Shudong Hou, Heng Liu*, SparseRegularized Discriminative Canonical Correlation Analysis for Multi-ViewSemi-Supervised Learning, Neural Computing and Applications,2019),31:7351–7359 7. Heng Liu, Force fieldconvergence map and Log-Gabor filter based multi-view ear feature extraction,Neurocomputing, 2012, 76(1): 2-8. (JCR 一区) 8. Heng Liu, Zilin Fu,Jungong Han, Ling Shao, Hongshen Liu， Single Satellite Imagery Simultaneous Super-resolution and Colorizationusing Multi-task Deep Neural Networks. Journal of Visual Communicationand Image Representation，2018,53:20-30. （JCR 二区）9. Heng Liu, Liangliang Dai,Shudong Hou, Jungong Han, Hongshen Liu. Are mid-air dynamic gesturesapplicable for user identification? Pattern recognition letters, 2019,117:179-185.(JCR 二区) 10. Dimitrios Sakkos, HengLiu, Jungong Han, Ling Shao. End-to-end video background subtraction with3d convolutional neural networks, Multimedia Tools and Applications，2018，77(17)：23023-23041.(JCR 三区，Googlecitation: 26) 11. Heng Liu, Xiaoyu Zhen,Jungong Han，Tao Tao. ASurvey on GAN-based Face Hallucination with Its Model Development, IETImage Processing，2019，https://digital-library.theiet.org/content/journals/10.1049/iet-ipr.2018.654.(JCR 三区) 12. Heng Liu, Jingqi Yan, DavidZhang,Three-dimensional surface registration: A neural network strategy,Neurcomputing, 2006, 70(1-3):597-602. ((JCR 一区，Google citation 30). 13. Heng Liu, Jingqi Yan, DavidZhang, What is Wrong With Mesh PCA in Coordinate Direction Normalization,Pattern recognition, 2006, 39(13):2244-2247. (JCR 一区，Google citation 15) 三、授权专利 1.刘恒，黄东东，一种基于对称深度网络的单幅图像超分辨率重建方法，发明专利，授权号：ZL201610528420.6，第一发明人2. 刘恒，陶明俊，一种隔空动态手势用户身份认证方法及装置，发明专利，授权号：ZL2016110877856，第一发明人 3.刘恒，梁肖，成刚，一种智能电视的播放控制方法及装置，发明专利，授权号：ZL201310617514。第一发明人4.刘恒，吴斌，张彩虹，吕金刚，梁艳阳，基于方向运动历史图及竞争机制的手挥运动方向判定方法，发明专利，授权号：ZL201210190678.1 5.刘恒，赵仕才，张彩虹，吕金钢，基于隐马尔科夫模型判断手势运动方向的方法，2014.01.29，发明专利，授权号：ZL201110429580.2 6.张庆芬，刘恒，阮桃，成刚，终端的界面生成方法和装置，发明专利，授权号：ZL201310617621。第二发明人7.梁肖，刘恒，一种运动物体的高度测量方法及装置，发明专利，授权号：ZL2014104377365。第二发明人8. 刘吉振，俞纯宝，刘恒，杨爱芹，一种视频流图像去雾处理方法及显示装置，中国国家发明专利，授权号：ZL2015101281967，第三发明人