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个人简介

副教授,博士,博士生导师。2018年获南洋理工大学博士学位,之后在南洋理工大学、北京化工大学和北京航空航天大学工作,主要从事计算机视觉与模式识别相关研究工作。 在计算机视觉与模式识别领域期刊和会议(包括IEEE T-PAMI、T-IP、T-CSVT、CVPR等)上发表学术论文40余篇。现任中国计算机学会计算机视觉专委会执行委员、中国人工智能学会模式识别专委会执行委员、中国自动化学会模式识别与机器智能专委会执行委员等。担任IEEE ICME 2020、2021、2022领域主席,任T-PAMI、T-IP、CVPR、ICLR等期刊和会议审稿人。

研究领域

计算机视觉、模式识别、机器学习

近期论文

查看导师新发文章 (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)

Hui Tian, Junlin Hu. Self-Regulation Feature Network for Person Reidentification. IEEE Transactions on Instrumentation and Measurement (T-IM), 2023. Sheng Huang, Jingkai Lin, Luwen Huangfu, Yun Xing, Junlin Hu, Daniel Dajun Zeng. Adaptively Weighted k-Tuple Metric Network for Kinship Verification. IEEE Transactions on Cybernetics (T-CYB), 2022. Jiawei Chen, Junlin Hu. Weakly-Supervised Compositional Metric Learning for Face Verification. IEEE Transactions on Instrumentation and Measurement (T-IM), 2021. Jiawei Chen, Zhengwei Guo, Junlin Hu. Ring-Regularized Cosine Similarity Learning for Fine-Grained Face Verification. Pattern Recognition Letters, 2021. Junlin Hu, Jiwen Lu, Yap-Peng Tan. Sharable and Individual Multi-view Metric Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2018. Junlin Hu, Jiwen Lu, Yap-Peng Tan, Junsong Yuan, Jie Zhou. Local Large-Margin Multi-Metric Learning for Face and Kinship Verification. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2018. Junlin Hu, Yap-Peng Tan. Nonlinear Dictionary Learning with Application to Image Classification. Pattern Recognition, 2018. Jiwen Lu, Junlin Hu, Jie Zhou. Deep Metric Learning for Visual Understanding: An Overview of Recent Advances. IEEE Signal Processing Magazine (SPM), 2017. Jiwen Lu, Junlin Hu, Yap-Peng Tan. Discriminative Deep Metric Learning for Face and Kinship Verification. IEEE Transactions on Image Processing (T-IP), 2017. Junlin Hu, Jiwen Lu, Yap-Peng Tan, Jie Zhou. Deep Transfer Metric Learning. IEEE Transactions on Image Processing (T-IP), 2016. Junlin Hu, Jiwen Lu, Yap-Peng Tan. Deep Metric Learning for Visual Tracking. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2016. Junlin Hu, Jiwen Lu, Yap-Peng Tan. Deep Transfer Metric Learning. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. Junlin Hu, Jiwen Lu, Yap-Peng Tan. Fine-Grained Face Verification: Dataset and Baseline Results. International Conference on Biometrics (ICB), 2015. Junlin Hu, Jiwen Lu, Yap-Peng Tan. Discriminative Deep Metric Learning for Face Verification in the Wild. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014. Junlin Hu, Jiwen Lu, Junsong Yuan, Yap-Peng Tan. Large Margin Multi-Metric Learning for Face and Kinship Verification in the Wild. Asian Conference on Computer Vision (ACCV), 2014. Junlin Hu, Yongxin Ge, Jiwen Lu, Xin Feng. Makeup-Robust Face Verification. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013. [data] Jiwen Lu, Junlin Hu, Xiuzhuang Zhou, Yuanyuan Shang, Yap-Peng Tan, Gang Wang. Neighborhood Repulsed Metric Learning for Kinship Verification. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.

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