Fei Yang 杨非

Fei Yang 杨非

Researcher in AI

Selected Journal Papers

  1. Visible Thermal Cross-modality Person Re-identification Network Based on Adaptive Pedestrian Alignment, Bo Li, Xiaohong Wu, Qiang Liu, Xiaohai He, Fei Yang, IEEE Access 2019.
  2. [TPAMI’18] Hierarchical Sparse Representation for Robust Image Registration, Yeqing Li, Chen Chen, Fei Yang, Junzhou Huang, IEEE Transactions on Pattern Analysis and Machine Intelligence, Sep 2018.
  3. Multi-Pose and Occluded Facial Landmark Localization Via Sparse Shape Representation, Yang Yu, Shaoting Zhang, Fei Yang, Dimitris Metaxas, International Journal on Artificial Intelligence Tools, Aug 2015.
  4. Is Interactional Dissynchrony a Clue to Deception? Insights from Automated Analysis of Nonverbal Visual Cues, Xiang Yu, Shaoting Zhang, Zhennan Yan, Fei Yang, Junzhou Huang, Norah E. Dunbar, Matthew L. Jensen, Judee K. Burgoon, Dimitris Metaxas, IEEE Transactions on Cybernetics, 2014.
  5. Non-manual Grammatical Marker Recognition based on Multi-scale, Spatio-temporal Analysis of Head Pose and Facial Expressions, Jingjing Liu, Bo Liu, Shaoting Zhang, Fei Yang, Peng Yang, Dimitris Metaxas, Carol Neidle, Image and Vision Computing, 2014.
  6. Temporal Spectral Residual for fast salient motion detection, Xinyi Cui, Qingshan Liu, Shaoting Zhang, Fei Yang, Dimitris Metaxas, Neurocomputing, 2012.

Selected Conference Papers

  1. [ICCV’19] Efficient Segmentation: Learning Downsampling Near Semantic Boundaries, Dmitrii Marin, Zijian He, Peter Vajda, Priyam Chatterjee, Sam Tsai, Fei Yang, Yuri Boykov, International Conference on Computer Vision, 2019.
  2. [CVPR’18] Improved Human Pose Estimation through Adversarial Data Augmentation, Zhiqiang Tang, Xi Peng, Fei Yang, Rogerio Feris, Dimitris Metaxas, IEEE Conference on Computer Vision and Pattern Recognition, 2018. PDF
  3. [CVPR’15] Web Scale Photo Hash Clustering on A Single Machine, Yunchao Gong, Marcin Pawlowski, Fei Yang, Louis Brandy, Lubomir Bourdev, Rob Fergus, IEEE Conference on Computer Vision and Pattern Recognition, 2015. PDF
  4. [CVPR’15] Deep Sparse Representation for Robust Image Registration, Yeqing Li, Chen Chen, Fei Yang, Junzhou Huang, IEEE Conference on Computer Vision and Pattern Recognition, 2015. PDF
  5. [CVPR’12] Facial Expression Editing in Video Using a Temporally-Smooth Factorization, Fei Yang, Lubomir Bourdev, Eli Shechtman, Jue Wang, Dimitris Metaxas, IEEE Conference on Computer Vision and Pattern Recognition, 2012. PDF
  6. [GI’12] 3D-Aware Appearance Optimization for Face Morphing, Fei Yang, Eli Shechtman, Jue Wang, Lubomir Bourdev, Dimitris Metaxas, Graphics Interface, 2012. PDF PPT
  7. [ISBI’12] Compressed Magnetic Resonance Imaging Based on Wavelet Sparsity and Nonlocal Total Variation, Junzhou Huang, Fei Yang, IEEE International Symposium on Biomedical Imaging, 2012.
  8. [SIGGRAPH’11] 3D-Aware Expression Flow for 2D Face Compositing, Fei Yang, Jue Wang, Eli Shechtman, Lubomir Bourdev, Dimitris Metaxas, ACM special interest group on Computer Graphics and Interactive Techniques, SIGGRAPH, 2011. PDF PPT

Patents

  1. 一种教学场景下的教师风格语义空间构建方法, TAL 2019.
  2. 一种基于自编码器的异源数据处理方法, TAL 2019.
  3. 一种教学场景下的多路径层级教师风格评价模型, TAL 2019.
  4. 一种细节增强的高分辨率人物图像生成方法, TAL 2019.
  5. 基于语言知识编码的端到端汉语语音合成系统, TAL 2019.
  6. Optimizations for Dynamic Object Instance Detection, Segmentation, and Structure Mapping P. Vajda, P. Zhang, F. Yang, Y. Wang, Facebook, US 20190171870.
  7. Systems and Methods for Providing Content K. Li, F. Yang, M. Paluri, Facebook, US 20180189281.
  8. Systems and Methods for Online Clustering of Content Items Y. Gong, M. Pawlowski, F. Yang, L. Bourdev, L. Brandy, R. Fergus, Facebook, US 20170185665.
  9. Methods and Apparatus for Face Fitting and Editing Applications J. Wang, E. Shechtman, L. Bourdev, F. Yang, Adobe, US 20130121409.
  10. Methods and Apparatus for Facial Feature Replacement L. Bourdev, E. Shechtman, J. Wang, F. Yang, Adobe, US 20130129141.

Dissertations