周修莊

周修莊，男，博士，教授，博士生導師。2011年畢業於北京理工大學計算機學院計算機套用技術專業，獲得工學博士學位。主持國家自然科學基金面上、教育部博士點基金、北京市自然科學基金等多個國家級和省部級項目。在IEEE TPAMI/IEEE TIP/IEEE TAC/PR和IEEE CVPR/ACM MM等領域國際重要期刊和會議發表論文40多篇，2篇入選ESI高倍引論文。現擔任國際SCI期刊《Neurocomputing》編委，中國計算機學會計算機視覺專委會委員、中國自動化學會模式識別與機器智慧型專委會委員、中國圖象圖形學會視覺大數據專委會委員。

基本介紹

• 中文名：周修莊
• 國籍：中國
• 職業：教師
• 畢業院校：北京理工大學
• 學位/學歷：工學博士
• 專業方向：視覺識別、情感計算、深度學習
• 職務：國際SCI期刊《Neurocomputing》編委

研究領域

計算機視覺、模式識別、機器學習

教學工作

《計算機視覺》

學術成果

科研項目

1、基於對抗學習的人臉抑鬱情緒識別研究，國家自然科學基金（面上），2020.1-2023.12，主持；

2、基於深度度量學習的人臉抑鬱情感識別研究，北京市自然科學基金，2020.1-2022.12，主持；

3、基於測度學習的人臉血緣關係識別研究，國家自然科學基金（面上），2014.1-2017.12，主持；

4、無約束環境下的人臉血緣關係識別研究，教育部博士點基金，2014.1-2016.12,主持；

5、人臉血緣關係識別方法及其在失散人員尋找中的套用，北京市自然科學基金，2014.1-2016.12，主持

成果及論著

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.