中科院计算所视觉信息处理与学习组
阚美娜
副研究员

职 称:副研究员(Associate Professor)

电子邮箱:kanmeina@ict.ac.cn

通讯地址:北京市海淀区科学院南路6号

研究兴趣:Computer Vision and Pattern Recognition

Research Interest
Computer Vision and Pattern Recognition especially on Multi-view Learning, Transfer Learning, Deep Learning, and Face Recognition.
Biography
Meina Kan is an Associate Professor with the Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS). She received the Ph.D degree in computer vision from the Institute of Computing Technology of the Chinese Academy of Sciences (ICT, CAS) under the supervision of Prof. Xilin Chen and Prof. Shiguang Shan in 2013, and the B.S. degree in computer science from Shandong University in 2007. During 2011, She has studied in Centre for Multimedia and Network Technology of School of Computer Engineering Nanyang Technological University for nine months, under the supervision of Prof. Dong Xu.

学术服务
刊物服务
  • Reviewer of TPAMI, TIP, TMM, TNNLS, TCSVT, TSMC, Neurocomputing and etc.
会议服务
  • Invited Speaker of 2016 Vision And Learning Seminar (VALSE)
  • Invited Speaker of ICCV’15 workshop on Transferring and Adapting Source knowledge in Computer Vision
  • Program Chair of ACCV’14 workshop on Human Identification for Surveillance
经历
教育经历
  • 2007.08-2013.07, Ph.D, Chinese Academy of Sciences (CAS), Vomputer Application Technology (Computer Vision)
  • 2003.08-2007.07, B.E., Shandong University, Computer Science and Technolog
著论

部分刊物论文

1.   Meina Kan, Shiguang Shan, Yu Su, Dong Xu, Xilin Chen. Adaptive Discriminant Learning for Face Recognition. Pattern Recognition (PR), Sep. 2013. 【pdf】

2.   Meina Kan, Dong Xu, Shiguang Shan, Wen Li, Xilin Chen. Learning Prototype Hyperplanes for Face Verification in the Wild. IEEE Trans. on Image Processing (TIP), Apr. 2013. [code] 【pdf】

3.   Meina Kan, Junting Wu, Shiguang Shan, Xilin Chen. Domain Adaptation for Face Recognition: Targetize Source Domain Bridged by Common Subspace. International Journal of Computer Vision (IJCV), Aug. 2014. 【pdf】

4.   Meina Kan, Dong Xu, Shiguang Shan, Xilin Chen. Semi-supervised Hashing via Kernel Hyperplane Learning for Scalable Image Search. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 24(4), pp. 704-713, 2014. 【pdf】

5.   Shuzhe Wu, Meina Kan, Zhenliang He, Shiguang Shan, Xilin Chen. Funnel-structured cascade for multi-view face detection with alignment-awareness. Neurocomputing, 2016. 【pdf】

6.   Meina Kan, Shiguang Shan,Haihong Zhang, Shihong Lao, and Xilin Chen. Multi-view Discriminant Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Jan. 2016. [code] 【pdf】

7.   Xin Liu, Meina Kan, Wanglong Wu, Shiguang Shan, Xilin Chen. VIPLFaceNet: An Open Source Deep Face Recognition SDK. Frontiers of Computer Science, 2016. 【pdf】

部分国际会议论文

1.   Meina Kan, Shiguang Shan, Yu Su, Xilin Chen, Wen Gao. Adaptive Discriminant Analysis for face recognition from Single Sample per Person. International Conference on Automatic Face and Gesture Recognition (FG), San Barbara, Mar. 2011. 【pdf】

2.   Meina Kan, Shiguang Shan, Dong Xu, Xilin Chen. Side-Information based Linear Discriminant Analysis for Face Recognition. British Machine Vision Conference (BMVC), UK, Aug.29-Sept. 2, 2011. 【pdf】

3.   Meina Kan, Shiguang Shan, Haihong Zhang, Shihong Lao, Xilin Chen. Multi-view Discriminant Analysis. European Conference on Computer Vision (ECCV), Oct. 2012. 【pdf】

4.   Jie Zhang, Shiguang Shan, Meina Kan, Xilin Chen. Coarse-to-Fine Auto-encoder Networks (CFAN) for Real-time Face Alignment . European Conference on Computer Vision (ECCV), Sep. 2014. [code] 【pdf】

5.   Meina Kan, Shiguang Shan, Hong Chang, Xilin Chen. Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2014. [code] 【pdf】

6.   Jie Zhang, Meina Kan, Shiguang Shan, Xiaowe Zhao, and Xilin Chen. Topic-aware Deep Auto-encoders (TDA) for Face Alignment. Asian Conference on Computer Vision (ACCV), Nov. 2014. 【pdf】

7.   Xin Liu, Shaoxin Li, Meina Kan, Jie Zhang, Shuzhe Wu, Wenxian Liu, Hu Han, Shiguang Shan, Xilin Chen. AgeNet: Deeply Learned Regressor and Classifier for Robust Apparent Age Estimation. ChaLearn Looking at People Workshop on ICCV 2015. (2nd Place of Apparent Age Estimation). 【pdf】

8.   Meina Kan, Shiguang Shan, Xilin Chen. Bi-shifting Auto-Encoder for Unsupervised Domain Adaptation. International Conference on Computer Vision (ICCV), Dec. 2015. [code] 【pdf】

9.   Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen. Deep Regression Network for Face Alignment by Leveraging Datasets with Varying Annotations. International Conference on Computer Vision (ICCV), Dec 2015. 【pdf】

10.   J. Ross Beveridge, Hao Zhang, Bruce A. Draper, Patrick J. Flynn, Zhenhua Feng, Patrick Huber, Josef Kittler, Zhiwu Huang, Shaoxin Li, Yan Li, Meina Kan, Ruiping Wang, Shiguang Shan, Xilin Chen, Haoxiang Li, Gang Hua, Vitomir Struc, Janez Krizaj, Changxing Ding, Dacheng Tao, P. Jonathon Phillips. Report on the FG 2015 Video Person Recognition Evaluation. IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2015. (1st Place of PaSC Challenge). 【pdf】

11.   Meina Kan, Shiguang Shan, Xilin Chen. Multi-view Deep Network for Cross-view Classification. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2016. 【pdf】

12.   Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen. Occlusion-free Face Alignment: Deep Regression Networks Coupled with De-corrupt AutoEncoders. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2016. 【pdf】

视觉信息处理和学习组
  • 单位地址:北京海淀区中关村科学院南路6号
  • 邮编:100190
  • 联系电话:010-62600514
  • Email:yi.cheng@vipl.ict.ac.cn
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