侯赛辉

基本信息

侯赛辉
  • 姓名:侯赛辉
  • 职称:中级
  • 邮箱:housaihui@bnu.edu.cn

教育背景

  • 2019 – 2021 中国科学院自动化研究所,博士后
  • 2014 – 2019 中国科学技术大学自动化系,工学博士
  • 2017 – 2018 香港中文大学信息工程系, MMLab, Research Assistant
  • 2010 – 2014 中国科学技术大学自动化系,工学学士

研究领域

  • 机器学习、深度学习、计算机视觉

学术成果

近年来的代表性论文

  • Saihui Hou, Xu Liu, Chunshui Cao, and Yongzhen Huang, Set Residual Network for Silhouette-based Gait Recognition, in IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM) 2021. (Top Journal for Biometrics)
  • Saihui Hou, Chunshui Cao, Xu Liu and Yongzhen Huang, Gait Lateral Network: Learning Discriminative and Compact Representations for Gait Recognition, in European Conference on Computer Vision (ECCV’20), 2020. (Top Conference for Computer Vision)
  • Chao Fan, Yunjie Peng, Chunshui Cao, Xu Liu, Saihui Hou, Jiannan Chi, Yongzhen Huang, Qing Li, and Zhiqiang He, GaitPart: Temporal Part-Based Model for Gait Recognition, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR’20), 2020. (CCF A类会议, Top Conference for Computer Vision)
  • Saihui Hou, Xinyu Pan, Chen Change Loy, Zilei Wang, and Dahua Lin, Learning a Unified Classifier Incrementally via Rebalancing, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR’19), 2019. (CCF A类会议,Top Conference for Computer Vision)
  • Saihui Hou, and Zilei Wang, Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network, in the Thirty-third AAAI Conference on Artificial Intelligence (AAAI’19), 2019. (CCF A类会议)
  • Saihui Hou, Zilei Wang, and Feng Wu, Object Detection via Deeply Exploiting Depth Information, in Neurocomputing, 2018. (SCI二区)
  • Saihui Hou, Xinyu Pan, Chen Change Loy, Zilei Wang, and Dahua Lin, Lifelong Learning via Progressive Distillation and Retrospection, in European Conference on Computer Vision (ECCV’18), 2018. (Top Conference for Computer Vision)
  • Jiafan Zhuang, Saihui Hou, Zilei Wang, and Zheng-Jun Zha, Towards Human-Level License Plate Recognition, in European Conference on Computer Vision (ECCV’18), 2018. (Top Conference for Computer Vision)
  • Saihui Hou, Xu Liu, and Zilei Wang, DualNet: Learn Complementary Features for Image Recognition, in International Conference on Computer Vision (ICCV’17), 2017. (CCF A类会议,Top Conference for Computer Vision)
  • Saihui Hou, Yushan Feng, and Zilei Wang, VegFru: A Domain-Specific Dataset for Fine-grained Visual Categorization, in International Conference on Computer Vision (ICCV’17), 2017. (CCF A类会议,Top Conference for Computer Vision)
  • Saihui Hou, Zilei Wang, and Feng Wu, Deeply Exploit Depth Information for Object Detection, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR’16) Workshop “ROF: Robust Features for Computer Vison”, 2016.
  • Zilei Wang, Dao Xiang, Saihui Hou, and Feng Wu, Background Driven Salient Object Detection, in IEEE Transactions on Multimedia (TMM), 2016. (SCI二区)
  • Dao Xiang, Saihui Hou, and Zilei Wang, Salient Object Detection Based on Background Learning, in Journal of Image and Graphics, 2016. [项导,侯赛辉,王子磊,基于背景学习的显著性物体检测,中国图象图形学报,2016] (封面论文)

奖励与荣誉

  • 2019.10 获中国科学院院长奖优秀奖
  • 2019.06 获中国科学技术大学优秀博士论文
  • 2018.10 获华瑜奖学金
  • 2016.10 获研究生国家奖学金 (Top 5%)
  • 2014.06 获“校优秀毕业生”荣誉
  • 2013.10 获本科生国家奖学金 (Top 5%)
  • 2012.10 获兴业责任奖学金

社会服务

  • 为IEEE Transactions on Circuits and Systems for Video Technology, IEEE Transactions on Multimedia, IEEE Transactions on Artificial Intelligence以及CVPR, AAAI, IJCAI等多个顶级期刊和会议审稿