Meina Kan (阚美娜) 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, under the supervision of Prof. Dong Xu.

职        称:副研究员       电子邮箱:kanmeina@ict.ac.cn

通讯地址:北京市海淀区中关村科学院南路6号

研究兴趣:Computer Vision and Pattern Recognition

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Journal Papers

  1. Shuzhe Wu, Meina Kan, Shiguang Shan, and Xilin Chen. Hierarchical Attention for Part-Aware Face Detection. International Journal of Computer Vision (IJCV), vo. 127, no. 6-7, pp 560–578, June 2019. [pdf]

  1. Zhenliang He, Wangmeng Zuo, Meina Kan, Shiguang Shan, Xilin Chen. AttGAN: Facial Attribute Editing by Only Changing What You Want. IEEE Trans. on Image Processing (TIP), vol. 28, no. 11, pp. 5464 – 5478, 20 May 2019.. [pdf]

  1. 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]

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

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

  1. 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]

  1. 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]

  1. 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. [pdf] [code]

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


Conference Papers

  1. Zhenliang He, Meina Kan, Shiguang Shan, Xilin Chen. S^2GAN: Share Aging Factors across Ages and Share Aging Trends among Individuals. IEEE International Conference on Computer Vision (ICCV), 2019. [pdf]

  1. Xiaoyan Li, Meina Kan, Shiguang Shan, Xilin Chen. Weakly Supervised Object Detection with Segmentation Collaboration. IEEE International Conference on Computer Vision (ICCV), 2019. [pdf]

  1. 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), Jun. 2019. [pdf]

  1. 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), Jun. 2018. [pdf]

  1. 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), Jun. 2018. [pdf]

  1. Chunrui Han, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen. Face Recognition with Contrastive Convolution. European Conference on Computer Vision (ECCV), 2018. [pdf]

  1. Gang Zhang, Meina Kan, Shiguang Shan, Xilin Chen. Generative Adversarial Network with Spatial Attention for Face Attribute Editing. European Conference on Computer Vision (ECCV), 2018. [pdf]

  1. Nan Lai, Meina Kan, Shiguang Shan, Xilin Chen. Task-adaptive Feature Reweighting for Few Shot Classification. Asian Conference on Computer Vision (ACCV), 2018. [pdf]

  1. Yuhao Ma, Meina Kan, Shiguang Shan, Xilin Chen. Hierarchical Training for Large Scale Face Recognition with Few Samples Per Subject. IEEE International Conference on Image Processing (ICIP), 2018. [pdf]

  1. Shiying Luo, Meina Kan, Shuzhe Wu, Xilin Chen, Shiguang Shan. Face Anti-Spoofing with Multi-Scale Information. International Conference on Pattern Recognition (ICPR), 2018. [pdf]

  1. 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), Oct. 2017. [pdf]

  1. Yong Li, Jiabei Zeng, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen. KinNet: Fine-to-Coarse Deep Metric Learning for Kinship. ACM Multimedia Conference Workshop on Recognizing Families In the Wild (FIW) Data Challenge (Track 1: The 1st Large-Scale Kinship Recognition Data Challenge), Oct. 2017. (1st Place of Kinship Verification) [pdf]

  1. Zhenliang He, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen. Robust FEC-CNN: A High Accuracy Facial Landmark Detection System. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) on Faces in-the-wild Challenge, 2017. (2nd Place of Landmark Detection) [pdf]

  1. Lanqing Hu,Meina Kan, Shiguang Shan, Xilin Chen. LDF-Net: Learning a Displacement Field Network for Face Recognition Across Pose. IEEE Conference on Automatic Face and Gesture Recognition (FG), Jun. 2017. (Oral) [pdf]

  1. Zhenliang He, Meina Kan, Jie Zhang, Xilin Chen, Shiguang Shan. A Fully End-to-End Cascaded CNN for Facial Landmark Detection. IEEE Conference on Automatic Face and Gesture Recognition (FG), Jun. 2017. [pdf]

  1. Xin Liu, Shaoxin Li, Meina Kan, Shiguang Shan, Xilin Chen. Self-Error-Correcting Convolutional Neural Network for Learning with Noisy Labels. IEEE Conference on Automatic Face and Gesture Recognition (FG), Jun. 2017. [pdf]

  1. Xin Liu, Meina Kan, Shiguang Shan, Xilin Chen. Noisy Face Image Sets Refining Collaborated with Discriminant Feature Space Learning. IEEE Conference on Automatic Face and Gesture Recognition (FG), Jun. 2017. [pdf]

  1. 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]

  1. 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]

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

  1. 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]

  1. 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]

  1. 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]

  1. 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. [pdf] [code]

  1. 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. [pdf] [code]

  1. 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]

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

  1. 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]

  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]