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周修庄

来源:时间:2018年04月21日 16:21点击数:



姓名: 周修庄

职称/职务: 教授

电话:

邮箱:xiuzhuang.zhou@bupt.edu.cn

邮编:100876

办公地点:

 

个人简介:

     教授,博士生导师。2011年毕业于北京理工大学计算机学院计算机应用技术专业,获得工学博士学位。主要研究领域:计算机视觉、模式识别、机器学习。主持国家自然科学基金面上、北京市自然科学基金、教育部博士点基金等多个国家级和省部级项目。在IEEE TPAMI/IEEE TIP/IEEE TAC/PR和IEEE CVPR/ACM MM等领域国际权威期刊和会议发表论文40多篇,2篇入选ESI高倍引论文。现担任国际SCI期刊《Neurocomputing》编委,中国计算机学会计算机视觉专委会委员、中国自动化学会模式识别与机器智能专委会委员、中国图象图形学会视觉大数据专委会委员。

 

研究领域:

    计算机视觉、模式识别、机器学习

 

科研项目:

          1、基于对抗学习的人脸抑郁情绪识别研究,国家自然科学基金(面上),2020.1-2023.12,主持;

    2、基于深度度量学习的人脸抑郁情感识别研究,北京市自然科学基金,2020.1-2022.12,主持;

    3、基于测度学习的人脸血缘关系识别研究,国家自然科学基金(面上),2014.1-2017.12,主持;

    4、无约束环境下的人脸血缘关系识别研究,教育部博士点基金,2014.1-2016.12,主持;

 

教学工作:

   《计算机视觉》

 

成果及论著:

1. X. Zhou, K. Jin, Y. Shang, and G. Guo, "Visually interpretable representation learning for depression recognition from facial images," IEEE Transactions on Affective Computing, 2018.

2. X. Zhou, K. Jin, Q. Chen, and M. Xu, "Multiple face tracking and recognition with identity-specific localized metric learning," Pattern Recognition, 2018.

3. J. Lu, V. E. Liong, X. Zhou, and J. Zhou, "Learning compact binary face descriptor for face recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015.

4. H. Yan, J. Lu, and X. Zhou, "Prototype-based discriminative feature learning for kinship verification," IEEE Transactions on Cybernetics, 2015.

5. J. Lu, X. Zhou, Y.-P. Tan, Y. Shang, and J. Zhou, "Neighborhood repulsed metric learning for kinship verification," IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014.

6. H. Yan, J. Lu, W. Deng, and X. Zhou, "Discriminative multi-metric learning for kinship verification," IEEE Transactions on Information Forensics and Security, 2014.

7. W. Deng, J. Hu, X. Zhou, and J. Guo, "Equidistant prototypes embedding for single sample based face recognition with generic learning and incremental learning," Pattern Recognition, 2014.

8. J. Lu, X. Zhou, Y.-P. Tan, Y. Shang, and J. Zhou, "Cost-sensitive semi-supervised discriminant analysis for face recognition," IEEE Transactions on Information Forensics and Security, 2012.

9. X. Zhou, Y. Lu, J. Lu, and J. Zhou, "Abrupt motion tracking via intensively adaptive Markov-chain Monte Carlo sampling," IEEE Transactions on Image Processing, 2012.

10. J. Lu, J. Hu, X. Zhou, Y. Shang, and Y.-P. Tan, "Neighborhood repulsed metric learning for kinship verification," IEEE Int. Conf. Computer Vision and Pattern Recognition (CVPR), 2012.

11. X. Zhou, J. Lu, J. Hu, and Y. Shang, "Gabor-based gradient orientation pyramid for kinship verification under uncontrolled environments," ACM Multimedia, 2012.

12. J. Lu, J. Hu, X. Zhou, and Y. Shang, "Activity-based person identification using sparse coding and discriminative metric learning," ACM Multimedia, 2012.

13. X. Zhou, J. Hu, J. Lu, Y. Shang, and Y. Guan, "Kinship verification from facial images under uncontrolled conditions," ACM Multimedia, 2011.

14.X. Zhou and Y. Lu, "Abrupt motion tracking via adaptive stochastic approximation Monte Carlo sampling," IEEE Int. Conf. Computer Vision and Pattern Recognition (CVPR), 2010.


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