阚美娜

中国科学院计算技术研究所

浏览次数

113

收藏次数

0

接洽次数

0

  • 阚美娜
  • 副研究员
简历:

工作与学习经历

阚美娜,工学博士,现为中国科学院计算技术研究所副研究员。2007年获得山东大学学士学位,2013年获得中国科学院大学博士学位。攻读博士学位期间于2011年到新加坡南洋理工大学访问交流9个月。2013年博士毕业后加入中国科学院计算技术研究所,研究方向为计算机视觉与模式识别,主要从事多视学习、迁移学习、深度学习、人脸识别等基础理论与应用基础研究。更多信息请访问http://vipl.ict.ac.cn/members/mnkan最新更新参见国科大教师主页:http://210.76.211.71/~kanmeina

期刊论文[Google Scholar]

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. [pdf] [Code] [supp][exemplar data].

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

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

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.

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.

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]

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

会议论文[Google Scholar]

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.

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.

Meina Kan, Shiguang Shan, Xilin Chen.Bi-shifting Auto-Encoder for Unsupervised Domain Adaptation. International Conference on Computer Vision (ICCV), Dec. 2015.

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.

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).

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).

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]

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]

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.

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

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.

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.

竞赛与奖励

2016年,中国科学院计算所优秀科研人员奖

2016年,华为北研所优秀合作成果奖(核心骨干)

2015年,国际自动人脸与手势识别大会FG视频人脸识别竞赛PaSC,冠军

2015年,国际计算机视觉大会ICCV年龄估计竞赛,亚军

2015年,中国科学院计算所优秀研究人员奖

2014年,CCF 优秀博士学位论文奖

2014年,中国科学院优秀博士学位论文奖

2013年,中国科学院朱李月华优秀博士生奖

学术服务

TPAMI, TIP, TMM, TNNLS, TCSVT, TSMC等期刊的审稿人

2016年国内视觉与学习青年学者研讨会VALSE特邀讲者

2015年国际计算机视觉大会ICCV workshop(Transferring and Adapting Source knowledge)特邀讲者

2014年亚洲计算机视觉大会ACCV workshop(Human Identification for Surveillance)程序委员会主席

研究方向:

计算机视觉与模式识别,尤其关注多视学习、迁移学习、深度学习、人脸识别等问题

社会任职:
获奖及荣誉:
代表论著:
承担科研项目情况:
学科类别:
计算机应用技术
所属部门:
专家类别:
副高
杰青入选时间:
百人入选时间:
其他备注:
硕导计算机应用技术
其他备注2:
其他备注3: