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个人简介

中国科学院青年创新促进会优秀会员,中国自动化学会 机器人专业专委会委员、中国计算机协会 计算机视觉专委会委员、中国人工智能协会模式识别专委会委员、中国图像图形学会机器视觉专委会委员、IEEE Senior Member。先后在新加坡国立大学、新加坡南洋理工大学、美国罗切斯特大学从事研究工作。现主持国家自然科学基金重点、面上等国家级项目多项。获得辽宁省科技进步二等奖1次(排名第二),辽宁省自然科学成果特等奖1次(排名第一)。目前已在国内外期刊和会议上发表70余篇文章,参与出版Springer专著一部,其中包括AI领域顶级会议CVPR和多篇IEEE Transaction汇刊。申请发明专利9项,软件授权7项

研究领域

主要从事计算机视觉、机器学习、医学影像分析、大数据处理、机器人伺服等研究

近期论文

查看导师最新文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

1.Yang Cong, Dongying Tian, Yun Feng, Baojie Fan, Haibin Yu*, Speedup 3D Texture-less Object Recognition against Self-occlusion for Intelligent Manufacturing, IEEE Transaction on Cybernetics,2018 2.Gan Sun, Yang Cong*, Dongdong Hou, Xiaowei Xu, Lifelong Metric Learning, IEEE Transaction on Cybernetics, 2018 3.Dongdong Hou, Yang Cong*, Gan Sun, Ji Liu, Xiaowei Xu, Anomaly Detection via Adaptive Greedy Model, Neurocomputing, 2018 4.Baojie Fan, Yang Cong, Dual Graph Regularized Discriminative Multi-task Tracker, IEEE Trans. On Multimedia, 2018 5.Gan Sun, Yang Cong*, Dongdong Hou, Xiaowei Xu, Haibin Yu, Joint Household Characteristic Prediction via Smart Meter Data, IEEE Transactions on Smart Grid, 2018 6.Yang Cong*, Gan Sun, Ji Liu, Haibin Yu, Jiebo Luo, User Attribute Discovery with Missing Labels, Pattern Recognition, 33-46, 2018 7.Baojie Fank, Yang Cong, Consistent Multi-layer Subtask Tracker Via Hyper-graph Regularization, Pattern Recognition, 2017 8.Yang Cong, et al, Online Similarity Learning for Big Data with Overfitting, IEEE Transactions on Big Data, 2017 9.Yang Cong, Ji Liu, Gan Sun, Quanzeng You, Yuncheng Li, Jiebo Luo, Adaptive Greedy Dictionary Selection for Web Media Summarization, IEEE Transactions on Image Processing, 26(1): 185-195, 2017 10.Shuai Wang, Yang Cong*, Huijie Fan, Lianqing Liu, Xiaoqiu Li, YunshengYang, Yandong Tang, Huaici Zhao, Haibin Yu, Computer-Aided Endoscopic Diagnosis Without Human Specific Labeling, IEEE Transactions on Biomedical Engineering, (Accepted) 11.Quanzeng You, Liangliang Cao, Yang Cong, Xianchao Zhang and Jiebo Luo. A Multifaceted Approach to Social Multimedia-based Prediction of Elections. IEEE Trans. On Multimedia, v17, issue 12, pp 2271-2280, 2015. 12.Yang Cong, Baojie Fan, Ji Liu, Jiebo Luo,Haibin Yu, Speeded up Low Rank Online Metric Learning for Object Tracking, IEEE Transactions on Circuits and Systems for Video Technology, v25, issue 6, p922-934, 2015 13.Yang Cong, Shuai Wang, Ji Liu, Jun Cao, Yunsheng Yang, Jiebo Luo, Deep Sparse Feature Selection for Computer Aided Endoscopy Diagnosis, Pattern Recognition, Volume 48, Issue 3, March 2015, Pages 907-917 14.Baojie Fan, Yang Cong, Yingkui Du, Discriminative Multi-Task Object Tracking with Active Feature Selection and Drift Correction, Pattern Recognition, 47 (12), 3828-3840, 2014 15.Baojie Fan, Hao Gao, Yang Cong, Yingkui Du, Yangdong Tang. Online learning a High-Quality Dictionary and Classifier Jointly for Multitask Object Tracking, IEEE MultiMedia, v 21, issue 4, 56-66, 2014 16.Yang Cong, Junsong Yuan, Yandong Tang, Video Anomaly Search in Crowded Scenes via Spatio-Temporal Motion Context, IEEE Transactions on Information Forensics & Security, v 8, issue 10, pp 1590-1599, October 2013 17.Yang Cong, Ji Liu, Junsong Yuan, Jiebo Luo, Self-supervised Online Metric Learning with Low Rank Constraint for Scene Categorization, IEEE Transactions on Image Processing, v22, n 8, pp 3179 - 3191, 2013,IF 3.02 18.Yang Cong, Junsong Yuan, Ji Liu, Abnormal Event Detection in Crowded Scenes using Sparse Representation, Pattern Recognition, 46, pp 1851-1864, 2013 (IF 3.17) 19.Yang Cong, Junsong Yuan, Jiebo Luo “Towards Scalable Summarization of Consumer Videos Via Sparse Dictionary Selection”, IEEE Trans. On Multimedia, v 14, n 1, p 66-75, February 2012 20.Yang Cong, Junsong Yuan, Ji Liu. “Sparse Reconstruction Cost for Abnormal Event Dectection”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), p3449-3456, 2011 21.Yang Cong, Haifeng Gong, Songchun Zhu, Yandong Tang "Flow Mosaicking: Real-time Pedestrian Counting without Scene-specific Learning", IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), p 1093-1100, 2009

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