叶茫, 武汉大学计算机学院, 教授、博导。2019年于香港浸会大学(Hong Kong Baptist University, HKBU)获得博士学位,分别于2016年和2013年获武汉大学硕士和学士学位。2019-2020担任阿联酋起源人工智能研究院研究科学家。主要研究方向为计算机视觉,多媒体检索,人工智能,联邦学习,安防监控大数据分析等。目前,在在国际权威期刊和会议上发表高水平论文60余篇,其中第一/通讯作者发表CCF A类、中科院一区Trans学术论文20余篇。包括机模式识别、计算机视觉和机器学习应用顶级期刊IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),计算机视觉顶级学术会议(CVPR, ICCV, ECCV),人工智能顶级学术会议(IJCAI, AAAI),多媒体领域顶级会议(ACM MM)等。目前,谷歌学术引用 2300余次,H-index 25,其中6篇一作文章谷歌学术引用次数过百,4篇入选 ESI 高被引论文。相关成果得到了包括“深度学习之父”图灵奖获得者Geoffrey Hinton,Yann LeCun等多位中外院士的积极评价和引用。长期受邀担任人工智能领域相关顶级期刊(TPAMI、TIP、TIFS、TNNLS、TMM等)审稿人,并多次受邀成为顶级会议(CVPR, ICCV, ECCV, AAAI等)程序委员会成员(Program Committee Member),2019年担任人工智能顶级会议IJCAI分会主席(Session Chair)。作为主要组织者,组织了多媒体领域旗舰会议ICMR2020和ICME2021特别会议(Special Session)。获国际权威期刊Pattern Recognition Letters, Neurocomputing杰出审稿人等。2021年入选中国科协青年人才托举工程。
Mang Ye, Jianbing Shen, Gaojie Lin, Tao Xiang, Ling Shao, Steven C. H. Hoi.“Deep Learning for Person Re-identification: A Survey and Outlook”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021. IF =17.9, CCF A 人工智能顶级期刊
Mang Ye, Jianbing Shen, Xu Zhang, Pong C. Yuen, Shih-Fu Chang. “Augmentation Invariant and Instance Spreading Feature for Softmax Embedding”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020. IF =17.9, CCF A 人工智能顶级期刊
Mang Ye, Weijian Ruan, Bo Du, Mike Zheng Shou. “Channel Augmented Joint Learning for Visible-Infrared Recognition”, in IEEE International Conference on Computer Vision (ICCV), 2021. CCF A 计算机视觉顶级会议
Mang Ye, Jianbing Shen. “Probabilistic Structural Latent Representation for Unsupervised Embedding”, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2020. CCF A 计算机视觉顶级会议
Mang Ye, Jianbing Shen, David J. Crandall, Ling Shao, Jiebo Luo. “Dynamic Dual-Attentive Aggregation Learning for VisibleInfrared Re-identification”, European Conference on Computer Vision (ECCV), 2020. CCF B 计算机视觉顶级会议
Mang Ye, Xiangyuan Lan, Qingming Leng, Jianbing Shen. ”Cross-Modality Person Re-Identification via Modality-aware Collaborative Ensemble Learning”, IEEE Transactions on Image Processing (TIP) 2020. IF =9.3, CCF A 图像处理顶级期刊
Mang Ye, Jianbing Shen, Ling Shao. ”Visible-Infrared Person Re-Identification via Homogeneous Augmented Tri-Modal Learning”, IEEE Transactions on Information Forensics and Security (TIFS) 2020. IF =6.0, CCF A 信息安全顶级期刊
Mang Ye, Pong C. Yuen. “PurifyNet : A Robust Person Re-identification Model with Noisy Labels”, IEEE Transactions on Information Forensics and Security (TIFS) 2020. IF =6.0, CCF A 信息安全顶级期刊
Mang Ye, Xu Zhang, Pong C. Yuen, Shih-Fu Chang. “Unsupervised Embedding Learning via Invariant and Spreading Instance Feature”, in IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019. CCF A 计算机视觉顶级会议
Mang Ye, Jiawei Li, Andy J. Ma, Liang Zheng, Pong C. Yuen. “Dynamic Graph Co-Matching for Unsupervised Video-based Person Re-Identification”, in IEEE Transactions on Image Processing (TIP) 2019. IF =9.3, CCF A, ESI Highly Cited Paper 图像处理顶级期刊
Mang Ye, Xiangyuan Lan, Zheng Wang, Pong C. Yuen. “Bi-directional Center-Constrained Top-Ranking for Visible Thermal Person Re-Identification”, in IEEE Transactions on Information Forensics and Security (TIFS) 2019. IF =6.0, CCF A, ESI Highly Cited Paper 信息安全顶级期刊
Qingming Leng∗, Mang Ye∗, Qi Tian. “A Survey of Open-World Person Re-Identification”, in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2019. (Co-first Author) IF =4.1, CCF B
Mang Ye, Yi Cheng, Xiangyuan Lan, Hongyuan Zhu. “Improving Night-Time Pedestrian Retrieval with Distribution Alignment and Contextual Distance”, in IEEE Transactions on Industrial Informatics (TII) 2019. IF =9.1, SCI Q1, ESI Highly Cited Paper 中科院一区
Mang Ye, Xiangyuan Lan, Qingming Leng.“Modality-awareCollaborative Learning for Visible ThermalPersonRe-Identification”, in ACM Multimedia Conference (ACM MM) 2019. CCF A 多媒体分析顶级会议
Xiangyuan Lan, Mang Ye∗, Shengping Zhang, Huiyu Zhou, Pong C Yuen, “Modality-correlation-aware sparse representation for RGB-infrared object tracking”, in Pattern Recognition Letters (PRL) 2019. (Corresponding Author) IF =2.8, ESI Highly Cited
Paper
Mang Ye, Xiangyuan Lan, Pong C. Yuen. “Robust Anchor Embedding for Unsupervised Video Person Re-Identification in the Wild”, in European Conference on Computer Vision (ECCV) 2018. CCF B 计算机视觉顶级会议
Mang Ye, Zheng Wang, Xiangyuan Lan, Pong C. Yuen. “Visible Thermal Person Re-Identification via Dual-Constrained TopRanking”, in International Joint Conference on Artificial Intelligence (IJCAI) 2018. CCF A 人工智能顶级会议
Mang Ye, Xiangyuan Lan, Jiawei Li, Pong C. Yuen. “Hierarchical Discriminative Learning for Visible Thermal Person ReIdentification”, in Thirty-Second AAAI Conference on Artificial Intelligence (AAAI) 2018. CCF A 人工智能顶级会议
Mang Ye, Andy J Ma, Liang Zheng, Jiawei Li, Pong C. Yuen. “Dynamic Label Graph Matching for Unsupervised Video ReIdentification”, in IEEE International Conference on Computer Vision (ICCV), 2017. CCF A 计算机视觉顶级会议
Mang Ye, Chao Liang, Yi Yu, Zheng Wang, et al. “Person Re-identification via Ranking Aggregation of Similarity Pulling and Dissimilarity Pushing”, in IEEE Transactions on Multimedia (TMM) 2019. IF =6.1, CCF B 多媒体领域权威期刊
Mang Ye, Chao Liang, Zheng Wang, Qingming Leng, Jun Chen. “Ranking Optimization for Person Re-identification via Similarity and Dissimilarity”, in ACM Multimedia Conference (ACM MM), Short Paper, 2015. CCF A 多媒体领域顶级会议
Mang Ye, Chao Liang, Zheng Wang, Qingming Leng, Jun Chen, Jun Liu. “Specific Person Retrieval via Incomplete Text Description”, in ACM International Conference on Multimedia Retrieval (ICMR), Short Paper, 2015. CCF B 多媒体领域旗舰会议