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Human Sensing
Head: Takeo Kanade, Fernando De la Torre Frade, and Jessica K. Hodgins
Contact: Fernando De la Torre Frade
Lab Homepage
Publications
  • Joint Patch and Multi-label Learning for Facial Action Unit Detection

    Kaili Zhao, Wen-Sheng Chu, Fernando De la Torre Frade, Jeffrey Cohn, and Honggang Zhang
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2015.
    Details | pdf (513KB) | Copyrighted

  • IntraFace

    Fernando De la Torre Frade, Wen-Sheng Chu, Xuehan Xiong, Francisco Vicente Carrasco, Xiaoyu Ding, and Jeffrey Cohn
    Automatic Face and Gesture Recognition, May, 2015.
    Details | pdf (2MB) | Copyrighted

  • Selective Transfer Machine for Personalized Facial Action Unit Detection

    Wen-Sheng Chu, Fernando De la Torre Frade, and Jeffrey Cohn
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2013.
    Details | pdf (1MB) | Copyrighted

  • Supervised Descent Method and its Applications to Face Alignment

    Xuehan Xiong and Fernando De la Torre Frade
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), May, 2013.
    Details | pdf (2MB) | Copyrighted

  • Hierarchical Aligned Cluster Analysis for Temporal Clustering of Human Motion

    Feng Zhou, Fernando De la Torre Frade, and Jessica K. Hodgins
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 35, No. 3, pp. 582-596, March, 2013.
    Details | pdf (3MB) | Copyrighted

  • Facial Action Unit Detection by Cascade of Tasks

    Xiaoyu Ding, Wen-Sheng Chu, Fernando De la Torre Frade, Jeffrey Cohn, and Qiao Wang
    International Conference on Computer Vision (ICCV), December, 2013.
    Details | pdf (475KB) | Copyrighted

  • Unsupervised Temporal Commonality Discovery

    Wen-Sheng Chu, Feng Zhou, and Fernando De la Torre Frade
    European Conference on Computer Vision (ECCV), October, 2012.
    Details | pdf (2MB) | Copyrighted

  • Source Constrained Clustering

    Ekaterina Taralova, Fernando De la Torre Frade, and Martial Hebert
    13th International Conference on Computer Vision 2011, November, 2011.
    Details | pdf (987KB) | Copyrighted

  • Latent Gaussian Mixture Regression for Human Pose Estimation

    Yan Tian, Leonid Sigal, Hernan Badino, Fernando De la Torre Frade, and Yong liu
    Asian Conference on Computer Vision (ACCV), November, 2010.
    Details | pdf (735KB) | Copyrighted

  • Temporal Segmentation and Activity Classification from First-person Sensing

    Ekaterina H. Spriggs, Fernando De la Torre Frade, and Martial Hebert
    IEEE Workshop on Egocentric Vision, CVPR 2009, June, 2009.
    Details | pdf (4MB) | Copyrighted

  • Canonical Time Warping for Alignment of Human Behavior

    Feng Zhou and Fernando De la Torre Frade
    Advances in Neural Information Processing Systems Conference (NIPS), December, 2009.
    Details | pdf (5MB) | Copyrighted

  • Learning Image Alignment without Local Minima for Face Detection and Tracking

    Minh Hoai Nguyen and Fernando De la Torre Frade
    8th IEEE International Conference on Automatic Face and Gesture Recognition, September, 2008.
    Details | pdf (980KB) | Copyrighted

  • Facial Feature Detection with Optimal Pixel Reduction SVMs

    Minh Hoai Nguyen, Joan Perez, and Fernando De la Torre Frade
    8th IEEE International Conference on Automatic Face and Gesture Recognition, September, 2008.
    Details | pdf (646KB) | Copyrighted

  • Aligned Cluster Analysis for Temporal Segmentation of Human Motion

    Feng Zhou, Fernando De la Torre Frade, and Jessica K. Hodgins
    IEEE Conference on Automatic Face and Gestures Recognition, September, 2008.
    Details | pdf (779KB) | Copyrighted