姓名: 叶茫
主页:
性别:男
职称:教授 ()
学历学位:博士
电话:**
办公地点:E503
E-mail:yemang ▇ whu.edu.cn 请手工替换符号
领域:多媒体技术与大数据分析,计算机视觉,模式识别,人工智能
招生信息:年度招收硕士0名,招收方向:。 招收博士2名,招收方向:计算机科学与技术。
英文主页:https://www.comp.hkbu.edu.hk/~mangye/
谷歌学术:https://scholar.google.com/citations?user=j-HxRy0AAAAJ&hl=en
DBLP:https://dblp.org/pid/156/0610.html
热烈欢迎计算机相关专业学生报考我组博士或硕士,并招博士后,有意向者请发邮件:mangye16@gmail.com
2013-2016武汉大学 通信与信息系统 硕士
2016-2019香港浸会大学 计算机科学 博士
DBLP:https://dblp.org/pid/156/0610.html
Selected Publciations:
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, 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
2020-2021中国人工智能学会-华为 MindSpore学术奖励基金(B类) 开放环境下视觉学习理论及其应用
ICME 2021 Special Session on “Deep Learning for Multimedia Applications with Limited Supervision”
ICMR 2020 Special Session on ”Human-Centric Cross-modal retrieval”.
IJCAI 2019 Special Session Chair.
Invited Reviewer/PC Member :
TPAMI, TIP, TIFS, TNNLS, TMM, TBIOM, PR, CVIU, IEEE Access, Neurocomputing, etc.
CVPR 2018 2019 2020 2021, ICCV 2019, ECCV 2020, AAAI 2020, ICME 2020, BMVC 2019, ACCV 2018, WACV 2020, ICPR 2018, etc.
Student Volunteer : ICCV 2017, IAPR/IEEE Winter School on Biometrics 2017.