肖阳
教授
所属大学: 华中科技大学
所属学院: 人工智能与自动化学院
个人主页:
http://faculty.hust.edu.cn/xiaoyang/zh_CN/index/1037129/list/index.htm
个人简介
教育经历 2000.9 - 2004.6:华中科技大学,信息与通信工程专业,获得双学士学位;同时在英语语言文学专业,本科毕业,获学士学位。 2004.9 - 2007.3:华中科技大学,模式识别与智能系统专业,研究生毕业,获硕士学位。 2007.3 - 2011.12:华中科技大学,模式识别与智能系统专业,研究生毕业,获博士学位。 工作经历 2012.3 - 2014.6:新加坡南洋理工大学计算机学院、媒体创新研究所,担任博士后研究员,从事计算机视觉、图像处理与机器学习相关的研究工作。 2014.7 - 2023.12:华中科技大学人工智能与自动化学院,担任副教授,从事计算机视觉、图像处理与机器学习相关的研究工作。 2024.1 - 2024.6:华中科技大学人工智能与自动化学院,担任教授。
研究领域
基于多模感知信息的人体行为分析与理解 三维人体与手部姿态估计与关节点提取 非受限场景条件下的人体实时眨眼检测 面向智能医护的人体跌倒与坠床实时检测 面向无人艇与无人机应用的目标检测识别与跟踪
学术兼职
IJCV, IEEE JBHI, TVC, CVPR 2016, ICCV 2015, ACCV2016, ICME 2015, AAAI 2014, ICME 2014, IJCAI 2012特约审稿人
近期论文
1. Zhiwen Fang, Zhiguo Cao, Yang Xiao (通讯作者), Lei Zhu, Junsong Yuan, “Adobe Boxes: locating object proposals using object adobes”, IEEE Transactions on Image Processing, 2016, 25(9): 4116-4128; 2. Yang Xiao, Jianxin Wu and Junsong Yuan, “mCENTRIST: a multi-channel feature generation mechanism for scene categorization”, IEEE Transactions on Image Processing, 2014, 23(2): 823-836; 3. Chunhua Deng, Zhiguo Cao, Yang Xiao (通讯作者), Yin Chen, Zhiwen Fang and Ruicheng Yan, “Recognizing the formations of CVBG based on multi-viewpoint context”, IEEE Transactions on Aerospace and Electronic Systems, 2015, 51(3): 1793-1810; 4. Hao Lu, Zhiguo Cao, Yang Xiao, Zhiwen Fang, Yanjun Zhu, “Towards good practices for fine-grained maize cultivar identification with filter-specific convolutional activations”, IEEE Transactions on Automation Science and Engineering, 2016, 99: 1-13 5. Yanjun Zhu, Zhiguo Cao, Hao Lu, Yanan Li, Yang Xiao (通讯作者), “In-field automatic observation of wheat heading stage using computer vision”, Biosystems Engineering, 2016, 143: 28-41; 6. Yang Xiao, Zhiguo Cao, Wen Zhuo, Lei Zhu, Liang Ye, “mCLOUD: A multi-view visual feature extraction mechanism for ground-based cloud image categorization”, Journal of Atmospheric and Oceanic Technology, 2016, 33(4): 789-801; 7. Zhiwen Fang, Zhiguo Cao, Yang Xiao (通讯作者), Hao Lu, “Refine BING using effective cascade ranking,” Applied Soft Computing, (in press); 8. Hao Lu, Zhiguo Cao, Yang Xiao (通讯作者), Zhiwen Fang, Yanjun Zhu, Ke Xian, “Fine-grained maize tassel trait characterization with multi-view representations”, Computers and Electronics in Agriculture, 2015, 118, 143-158; 9. Muzaffer Aslan, Abdulkadir Sengur, Yang Xiao, Haibo Wang, M. Cevdet Ince and Xin Ma, “Shape feature encoding via Fisher Vector for efficient fall detection in depth-videos”, Applied Soft Computing, 2015, 37: 1023-1028; 10. Yang Xiao, Zhiguo Cao and Junsong Yuan, “Entropic image thresholding based on GLGM histogram”, Pattern Recognition Letters, 2014, 40: 47-55; 11. Yang Xiao, Zhijun Zhang, Aryel Beck, Junsong Yuan and Daniel Thalmann, “Human-robot interaction by understanding upper body gestures”, Presence: Teleoperators and Virtual Environments, 2014, 23(2): 133-154; 12. Wen Zhuo, Zhiguo Cao and Yang Xiao, “Cloud Classification of Ground-based Images Using Texture-Structure Features”, Journal of Atmospheric and Oceanic Technology, 2014, 31(1): 79-92; 13. Yang Xiao, Zhiguo Cao and Wen Zhuo, “Type-2 fuzzy thresholding using GLSC histogram of human visual nonlinearity characteristics”, Optics Express, 2011, 19(11) 10656-10672; 14. Yang Xiao, Zhiguo Cao and Sheng Zhong, “New entropic thresholding approach using gray-level spatial correlation histogram”, Optical Engineering, 2010, 49(12): 127007-1-127007-13; 15. Yi Zheng, Zhiguo Cao, Yang Xiao, “Multi-spectral remote image registration based on SIFT”,Electronics Letters, 2008, 44(2): 107-108;