侯赛辉
基本信息
- 姓名：侯赛辉
- 职称：中级（硕士生导师）
- 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
代表性论文
- Saihui Hou, Xu Liu, Chunshui Cao, and Yongzhen Huang, Gait Quality Aware Network: Towards the Interpretability of Silhouette-based Gait Recognition, in IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022. (SCI一区，人工智能顶级期刊)
- Saihui Hou, Chao Fan, Chunshui Cao, Xu Liu, Yongzhen Huang, A Comprehensive Study on the Evaluation of Silhouette-based Gait Recognition, in IEEE Transactions on Biometrics, Behavior, and Identity Science(TBIOM) 2022. （IEEE Trans，生物特征识别顶级期刊）
- Junhao Liang, Chao Fan, Saihui Hou, Chuanfu Shen, Yongzhen Huang, and Shiqi Yu. Gaitedge: Beyond plain end-to-end gait recognition for better practicality. In ECCV, 2022. (CCF B, 计算机视觉顶级会议)
- 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. （IEEE Trans，生物特征识别顶级期刊）
- 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) 2020. (CCF B, 计算机视觉顶级会议)
- 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) 2019. [PDF] (CCF A, 计算机视觉顶级会议)
- Saihui Hou, and Zilei Wang, Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network, in AAAI Conference on Artificial Intelligence (AAAI) 2019. (CCF A, 人工智能顶级会议)
- 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) 2018. (CCF B, 计算机视觉顶级会议)
- Jiafan Zhuang, Saihui Hou, Zilei Wang, and Zheng-Jun Zha, Towards Human-Level License Plate Recognition, in European Conference on Computer Vision (ECCV) 2018. (CCF B, 计算机视觉顶级会议)
- Saihui Hou, Zilei Wang, and Feng Wu, Object Detection via Deeply Exploiting Depth Information, in Elsevier Neurocomputing, 2018. (SCI二区)
- Saihui Hou, Xu Liu and Zilei Wang, DualNet: Learn Complementary Features for Image Recognition, in IEEE Conference on Computer Vision (ICCV), 2017. (CCF A, 计算机视觉顶级会议)
- Saihui Hou, Yushan Feng and Zilei Wang, VegFru: A Domain-Specific Dataset for Fine-grained Visual Categorization, in IEEE Conference on Computer Vision (ICCV), 2017. (CCF A, 计算机视觉顶级会议)
代表性项目
- 1.国家自然科学基金委员会，青年基金项目，62206022，基于自监督学习的步态识别泛化能力研究，2023-01-01 至 2025-12-31，主持。
- 2.中央高校基本科研业务费专项资金项目，基于剪影集合的步态识别可解释性研究，2021-10-01 至 2023-9-30，主持。
- 3.国家自然科学基金委员会，国家自然科学基金面上项目，62276025，无人机视角步态识别研究，2023-01-01 至 2026-12-31，参与。
奖励与荣誉
- 2022.12 入选北京市科协青年人才托举工程
- 2019.10 获中国科学院董事长奖优秀奖
- 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%)
社会服务
- 中国图象图形>学学会机器视觉专委会委员
- 为TPAMI, TIP以及CVPR, ICCV等多个顶级期刊和会议审稿
