- 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.
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- 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, March, 2013, pp. 582-596.
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- Factorized Graph Matching
Feng Zhou and Fernando De la Torre Frade
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2012.
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- Generalized Time Warping for Multi-modal Alignment of Human Motion
Feng Zhou and Fernando De la Torre Frade
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2012.
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- Source Constrained Clustering
Ekaterina Taralova, Fernando De la Torre Frade, and Martial Hebert
13th International Conference on Computer Vision 2011, November, 2011.
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- 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.
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- Unsupervised Discovery of Facial Events
Feng Zhou, Fernando De la Torre Frade, and Jeffrey Cohn
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2010.
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- 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.
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- Weakly supervised discriminative localization and classification: a joint learning process
Minh Hoai Nguyen, Lorenzo Torresani, Fernando De la Torre Frade, and Carsten Rother
Proceedings of International Conference on Computer Vision (ICCV), October, 2009.
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- Weakly supervised discriminative localization and classification: a joint learning process
Minh Hoai Nguyen, Lorenzo Torresani, Fernando De la Torre Frade, and Carsten Rother
tech. report CMU-RI-TR-09-29, Robotics Institute, Carnegie Mellon University, July, 2009
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- 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.
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- Robust Kernel Principal Component Analysis
Minh Hoai Nguyen and Fernando De la Torre Frade
Advances in Neural Information Processing Systems, December, 2008.
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- 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.
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pdf (779KB) | 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.
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- 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.
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- Local Minima Free Parameterized Appearance Models
Minh Hoai Nguyen and Fernando De la Torre Frade
IEEE Conference on Computer Vision and Pattern Recognition, June, 2008.
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pdf (729KB) | Copyrighted
- Parameterized Kernel Principal Component Analysis: Theory and Applications to Supervised and Unsupervised Image Alignment
Fernando De la Torre Frade and Minh Hoai Nguyen
IEEE Conference on Computer Vision and Pattern Recognition, June, 2008.
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pdf (396KB) | Copyrighted
- Semi-Supervised Learning of Multi-Factor Models for Face De-Identification
Ralph Gross, Latanya Sweeney, Fernando De la Torre Frade, and Simon Baker
IEEE Conference on Computer Vision and Pattern Recognition, June, 2008.
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- A Least-Squares Unified View of PCA, LDA, CCA
and Spectral Graph Methods
Fernando De la Torre Frade
tech. report CMU-RI-TR-08-29, Robotics Institute, Carnegie Mellon University, May, 2008
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- Tracking Algorithms Based on Dynamics of
Individuals and MultiDimensional Scaling
Jose Maria Cabero, Fernando De la Torre Frade, I. Arizaga, and A. Sanchez
IEEE international symposium on wireless pervasive computing 2008, May, 2008.
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- Guide to the Carnegie Mellon University Multimodal Activity (CMU-MMAC) Database
Fernando De la Torre Frade, Jessica K. Hodgins, Adam W. Bargteil, Xavier Martin Artal, Justin C. Macey, Alexandre Collado I Castells, and Josep Beltran
tech. report CMU-RI-TR-08-22, Robotics Institute, Carnegie Mellon University, April, 2008
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- Image-based Shaving
Minh Hoai Nguyen, Jean-Francois Lalonde, Alexei A. Efros, and Fernando De la Torre Frade
Computer Graphics Forum Journal (Eurographics), Vol. 27, No. 2, April, 2008, pp. 627 - 635.
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- A Comparative Study of Supervised Learning Techniques for the Radiative Transfer Equation Inversion
Esteban Garcia, Fernando De la Torre Frade, and A. De Castro
International Conference on Machine Learning and Data Analysis, October, 2007.
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- Bilinear Active Appearance Models
Jose Gonzalez, Fernando De la Torre Frade, Rajesh Murthi, Nicolas Guil Mata, and E. Zapata
Workshop on Non-rigid Registration and Tracking through Learning, October, 2007.
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pdf (965KB) | Copyrighted
- Indoor People Tracking based on Dynamic Weighted Multidimensional Scaling
Jose Maria Cabero, Fernando De la Torre Frade, I. Arizaga, and A. Sanchez
IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, October, 2007.
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- Temporal Segmentation of Facial Behavior
Fernando De la Torre Frade, Joan Campoy, Zara Ambadar, and J. F. Cohn
International Conference on Computer Vision, October, 2007.
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- Multimodal Diaries
Fernando De la Torre Frade and Carlos Agell
International Conference on Multimedia and Expo, July, 2007.
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pdf (699KB) | Copyrighted
- Filtered Component Analysis to Increase Robustness to
Local Minima in Appearance Models
Fernando De la Torre Frade, Alvaro Collet Romea, Jeffrey Cohn, and Takeo Kanade
IEEE Conference on Computer Vision and Pattern Recognition, June, 2007.
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- Learning Kernel Expansions for Image Classification
Fernando De la Torre Frade and Oriol Vinyals
IEEE Conference on Computer Vision and Pattern Recognition, June, 2007.
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pdf (831KB) | Copyrighted
- Evaluaci? Biomec?ica del Efecto del Taladrado versus Perforado antes de la Colocaci? de Arpones para la Cirug? Artrosc?ica de Manguito.
E. Lopez-Vidriero, R. Costic, M. Manzano, Fernando De la Torre Frade, J. Lara, Freddie H. Fu, and M. Rodosky
Cuadernos de Artroscopia., Vol. 14, No. 32, May, 2007, pp. 69.
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- Biomechanical Evaluation of Drilling versus Punching
Before Placement of Anchors for Rotator Cuff Surgery.
Emilio Lopez-Vidriero, Ryan Costic, Fernando De la Torre Frade, Freddie H. Fu, and Mark Rodosky
Arthroscopy Association of North America, April, 2007.
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- Structural Properties of Anchor? Placement for Rotator
Cuff Surgery in Different Locations
Emilio Lopez-Vidriero, Ryan Costic, Fernando De la Torre Frade, Freddie H. Fu, and Mark Rodosky
Arthroscopy Association of North America. Annual meeting., April, 2007.
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- Parameterized Kernels for Support Vector Machine Classification
Fernando De la Torre Frade and Oriol Vinyals
International Conference on Computer Vision Theory and Applications, , March, 2007, pp. 207-213.
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- Simultaneous registration and clustering for temporal segmentation of facial gestures from video
Fernando De la Torre Frade, Joan Campoy, Jeffrey Cohn, and Takeo Kanade
2nd International Conference on Computer Vision Theory and Applications, March, 2007.
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- Automatic Clustering of Faces in Meetings
Carlos Vallespi-Gonzalez, Fernando De la Torre Frade, Manuela Veloso, and Takeo Kanade
ICIP 2006, October, 2006, pp. 1841-1844.
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- Discriminative Cluster Analysis
Fernando De la Torre Frade and Takeo Kanade
International Conference on Machine Learning, June, 2006, pp. 241 - 248.
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pdf (489KB) | Copyrighted
- Model-Based Face De-Identification
Ralph Gross, Latanya Sweeney, Fernando De la Torre Frade, and Simon Baker
2006 Conference on Computer Vision and Pattern Recognition Workshop, June, 2006, pp. 161 - 168.
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pdf (486KB) | Copyrighted
- AAM derived face representations for robust facial action recognition
Simon Lucey, Iain Matthews, Changbo Hu, Zara Ambadar, Fernando De la Torre Frade, and Jeffrey Cohn
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FG'06), 2006, pp. 155 - 160.
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- Multimodal Oriented Discriminant Analysis
Fernando De la Torre Frade and Takeo Kanade
International Conference on Machine Learning (ICML)., August, 2005.
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pdf (401KB) | Copyrighted
- Multiple Face Recognition from Omnidirectional Video
Fernando De la Torre Frade, Carlos Vallespi-Gonzalez, Paul Rybski, Manuela Veloso, and Takeo Kanade
IEEE Workshop on Learning in Computer Vision and Pattern Recognition, June, 2005.
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- Representational Oriented Component Analysis (ROCA) for Face Recognition with One Sample Image per Training Class
Fernando De la Torre Frade, Ralph Gross, Simon Baker, and Vijaya Kumar
Computer Vision and Pattern Recognition, June, 2005, pp. 266 - 273.
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- Learning to Track Multiple People in Omnidirectional Video
Fernando De la Torre Frade, Carlos Vallespi-Gonzalez, Paul Rybski, Manuela Veloso, and Takeo Kanade
Proceedings of the 2005 IEEE International Conference on Robotics and Automation (ICRA-2005), April, 2005, pp. 4150 - 4155.
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- Multimodal Oriented Discriminant Analysis
Fernando De la Torre Frade and Takeo Kanade
tech. report CMU-RI-TR-05-03, Robotics Institute, Carnegie Mellon University, January, 2005
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pdf (197KB) | Copyrighted
- Omnidirectional Video Capturing, Multiple
People Tracking and Identification for Meeting Monitoring.
Fernando De la Torre Frade, Carlos Vallespi-Gonzalez, Paul Rybski, Manuela Veloso, and Takeo Kanade
tech. report CMU-RI-TR-05-04, Robotics Institute, Carnegie Mellon University, January, 2005
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- CAMEO: Camera Assisted Meeting Event Observer
Paul Rybski, Fernando De la Torre Frade, Raju Patil, Carlos Vallespi-Gonzalez, Manuela Veloso, and Brett Browning
Proceedings of the 2004 IEEE International Conference on Robotics and Automation (ICRA-2004), May, 2004, pp. 1634-1639.
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pdf (425KB) | Copyrighted
- CAMEO: The Camera Assisted Meeting Event Observer
Paul Rybski, Fernando De la Torre Frade, Raju Patil, Carlos Vallespi-Gonzalez, Manuela Veloso, and Brett Browning
tech. report CMU-RI-TR-04-07, Robotics Institute, Carnegie Mellon University, January, 2004
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pdf (590KB) | Copyrighted
- Learning 3D Appearance Models from Video
Fernando De la Torre Frade, Jordi Casoliva-Rodon, and Jeffrey Cohn
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004, pp. 645 - 651.
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pdf (574KB) | Copyrighted
- Oriented Discriminant Analysis (ODA)
Fernando De la Torre Frade and Takeo Kanade
Proceedings of the British Machine Vision Conference 2004, 2004, pp. 132 - 141.
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pdf (322KB) | Copyrighted
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