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%)
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
