中科院计算所视觉信息处理与学习组
中科院计算所视觉信息处理与学习组
阚美娜

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

研究方向:计算机视觉与与模式识别

研究方向:计算机视觉、人脸识别、深度学习、迁移学习等.


个人简介: 阚美娜,中科院计算所副研究员,硕士生导师。2013年于中国科学院大学获得博士学位,2011年曾到新加坡南洋理工大学进行交流。相关成果已发表在TPAMI、IJCV、CVPR、ICCV等相关领域主流国际期刊与会议上面。目前担任TPAMI、IJCV、TIP、TMM、TSMC、TNN等多个刊物的审稿人。作为负责人以及技术骨干承担并参与多项国家重点研发、基金重点、基金面上及企业合作等课题。

获FG 2015 PaSC视频人脸识别竞赛第一名、ICCV 2015社会年龄估计竞赛第二名、CVPR 2017面部关键点定位第二名。获2014年中国计算机学会优秀博士学位论文奖、2014中科院优秀博士学位论文奖,入选2016年中国计算机学会青年人才发展计划、获2018年中国图象图形学学会石青云女科学家奖青年奖、入选2019年北京市科技新星计划、中科院计算所优秀员工以及卓越之星。


For more information, please refer to http://vipl.ict.ac.cn/homepage/mnkan/index.html

学术服务
刊物服务
  • 长期担任TPAMI、IJCV、TIP、PR、TNNLS等审稿人
会议服务
  • 长期担任CVPR、ICCV、ECCV等会议审稿人
经历
教育经历
  • 2007-2013 博士 中科院计算所 计算机应用技术
  • 2003-2007 学士 山东大学 计算机科学与技术
学术经历
  • 2015-至今 副研究员 中科院计算所
  • 2013-2015 助理研究员 中科院计算所
  • 2011-2011 Project Officer 新加坡南洋理工大学
著论

论文

1. Nan Lai, Meina Kan, Chunrui Han, Xingguang Song, Shiguang Shan. Learning to Learn Adaptive Classifier-Predictor for Few Shot Learning. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020.
2.  Lanqing Hu, Meina Kan, Shiguang Shan, Xilin Chen. Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020. 
3.  Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen. Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020. 
4.  Shuzhe Wu, Meina Kan, Shiguang Shan, and Xilin Chen. Hierarchical Attention for Part-Aware Face Detection. International Journal of Computer Vision (IJCV), 2019.
5.  Xijun Wang, Meina Kan, Shiguang Shan, Xilin Chen. Fully Learnable Group Convolution for Acceleration of Deep Neural Networks. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
6.  Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen. Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
7.  Lanqing Hu, Meina Kan, Shiguang Shan, Xilin Chen. Duplex Generative Adversarial Network for Unsupervised Domain Adaptation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
8.  Wanglong Wu, Meina Kan, Xin Liu, Yi Yang, Shiguang Shan, Xilin Chen. Recursive Spatial Transformer (ReST) for Alignment-Free Face Recognition. IEEE International Conference on Computer Vision (ICCV), 2017.
9.  Meina Kan, Shiguang Shan, Xilin Chen. Multi-view Deep Network for Cross-view Classification. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.
10.  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), 2016.
11.  Meina Kan, Shiguang Shan, Haihong Zhang, Shihong Lao, Xilin Chen. Multi-view discriminant analysis. IEEE transactions on pattern analysis and machine intelligence (TPAMI), 2016.
12.  Meina Kan, Shiguang Shan, Xilin Chen. Bi-shifting Auto-Encoder for Unsupervised Domain Adaptation. IEEE International Conference on Computer Vision (ICCV), 2015.
13.  Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen. Leveraging Datasets with Varying Annotations for Face Alignment via Deep Regression Network. IEEE International Conference on Computer Vision (ICCV), 2015.
14.  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), 2014.
15.  Meina Kan, Dong Xu, Shiguang Shan, Xilin Chen. Semisupervised hashing via kernel hyperplane learning for scalable image search. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2014.
16.  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), 2014.
17.  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), 2014.
18.  Meina Kan, Dong Xu, Shiguang Shan, Wen Li, Xilin Chen. Learning prototype hyperplanes for face verification in the wild. IEEE Transactions on Image Processing (TIP), 2013.
19.  Meina Kan, Shiguang Shan, Yu Su, Dong Xu, Xilin Chen. Adaptive discriminant learning for face recognition. Pattern Recognition (PR), 2013.
20.  Meina Kan, Shiguang Shan, Haihong Zhang, Shihong Lao, Xilin Chen. Multi-view Discriminant Analysis. European Conference on Computer Vision (ECCV), 2012.

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
  • Valse

  • 深度学习大讲堂

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