2013

2012

2011

2010

2009

2008

2007

2006

2005

Before 2004

2013
	Selective Transfer Machine for Personalized Facial Action Unit Detection W. Chu, F. De la Torre, and J. F. Cohn IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2013
	Deformable Graph Matching F. Zhou and F. De la Torre. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2013
	Supervised Newton Method and its applications to Face Alignment X. Xiong and F. De la Torre. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2013
	Canonical Locality Preserving Latent Variable Model for Discriminative Pose Inference Y. Tian, L. Sigal, F. De la Torre and Y. Jia Image and Vision Computing, 2013
	Hierarchical Aligned Cluster Analysis for Temporal Clustering of Human Motion F. Zhou, F. De la Torre and J. K. Hodgins IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI), 2013

2012
	Robust Regression D. Huang, R. Silveira and F. De la Torre European Conference on Computer Vision (ECCV), October 2012
	Unsupervised Temporal Commonality Discovery W.-S. Chu, F. Zhou and F. De la Torre European Conference on Computer Vision (ECCV), October 2012
	Continuous Regression for Non-Rigid Image Alignment E. Sanchez, F. De la Torre and D. Gonzalez European Conference on Computer Vision (ECCV), October 2012
	Facial Action Transfer with Personalized Bilinear Regression D. Huang and F. De la Torre European Conference on Computer Vision (ECCV), October 2012
	A Least-squares Framework for Component Analysis F. De la Torre IEEE Transactions on Pattern Analysis and Machine Intelligence 2012
	Maximum Margin Early Event Detectors (Best Student Paper Award) M. Hoai and F. De la Torre IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2012.
	Factorized Graph Matching F. Zhou and F. De la Torre IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2012.
	Generalized Time Warping for Multi-modal Alignment of Human Motion F. Zhou and F. De la Torre IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2012.
	Fixed-Rank Representation for Unsupervised Visual Learning R. Liu, Z. Lin, F. De la Torre and Z. Su IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2012.
	Maximum Margin Temporal Clustering (oral) M. Hoai and F. De la Torre International Conference on Artificial Intelligence and Statistics (AISTATS), 2012

2011
	Matrix Completion for Multi-label Image Classification R. S. Cabral, F. De la Torre, J. P. costeira and A. Bernardino Neutral Information Processing Systems (NIPS), 2011
	Fast and Robust Circular Object Detection with Probabilistic Pairwise Voting (PPV) L. Pan, W.S. Chu, J. M. Saragih and F. De la Torre IEEE Signal Processing Letters, 2011
	Source Constrained Clustering E. Taralova, F. De la Torre and M. Hebert International Conference on Computer Vision (ICCV), 2011.
	Quantitative Measurement of Motor Symptoms in Parkinson's Disease: A Study with Full-body Motion Capture Data S. Das, L. Trutoiu, A. Murai, D. Alcindor, M. Oh, F. De la Torre and J. Hodgins International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 2011.
	FAST-FACS: A Computer-Assisted System to Increase Speed and Reliability of Manual FACS Coding F. De la Torre, T. Simon, Z. Ambadar and J. F. Cohn Affective Computing and Intelligent Interaction (ACII), 2011
	Relaxed Exponential Kernels for Unsupervised Learning K. Abou-Moustafa, M. Shah, F. De La Torre and F. Ferrie Symposium of the German Association for Patter Recognition (DAGM), 2011
	Facial Expression Analysis F. De la Torre and J. F. Cohn Guide to Visual Analysis of Humans: Looking at People, Springer, 2011.
	Interactive Region-based Linear 3D Face Models J. Rafael Tena, F. De la Torre and I. Matthews ACM SIGGRAPH 2011.
	Computerized detection and analysis of cancer chemotherapy-induced emesis in a small animal model, musk shrew D. Huang, K. Meyers, S. Henry, F. De la Torre and Charles C. Horn Journal of Neuroscience Methods, 2011.
	Dynamic Cascades with Bidirectional Bootstrapping for Spontaneous Facial Action Unit Detection Y. Zhu, F. De la Torre, J. Cohn and Y. Zhang IEEE Transactions on Affective Computing, 2011.
	Fast Incremental Method for Matrix Completion: an Application to Trajectory Correction R. S. Cabral, J. P. Costeira, F. De la Torre and A. Bernardino IEEE Conference on Image Processing (ICIP), 2011.
	Local Isomorphism to Solve the Pre-image Problem in Kernel Methods D. Huang, Y. Tian and F. De la Torre IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2011.
	Supervised Local Subspace Learning for Continuous Head Pose Estimation D. Huang, M. Storer, F. De la Torre and H. Bischof IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2011.
	Joint Segmentation and Classification of Human Actions in Video M. H. Nguyen, Z. Lan and F. De la Torre IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2011.
	Active Conditional Models Y. Chen and F. De la Torre IEEE Conference on Automatic Face and Gestures Recognition (FG), March 2011.
	Hierarchical CRF with Product Label Spaces for Parts-based Models G. Roig, X. Boix, F. De la Torre, J. Serrat and C. Vilella IEEE Conference on Automatic Face and Gestures Recognition (FG), March 2011.
	Time and order estimation of paintings based on visual features and expert priors R. S. Cabral, J. P. Costeira, F. De la Torre, A. Bernardino and Gustavo Carneiro SPIE, January 2011.

2010
	Support Vector Machines to improve physiologic hot flash measures: Application to the ambulatory setting R. C. Thurston, J. Hernandez, J. Maria Del Rio and F. De la Torre Accepted for publication in International Journal of the Society for Psychophysiological Research (SPR), 2011
	Subspace Regression: Predicting a Subspace from One Sample M. Kim, Z. Zhang, F. De la Torre, and W. Zhang Asian Conference on Computer Vision (ACCV), New Zealand, November 2010.
	Latent Gaussian Mixture Regression for Human Pose Estimation Yan Tian, L. Sigal, H. Badino, F. De la Torre and Y. Liu Asian Conference on Computer Vision (ACCV), New Zealand, November 2010.
	Unsupervised Rushes Video Summarization Y. Liu, F. Zhou, W. Liu, F. De la Torre and Y. Liu ACM Multimedia 2010
	A Real-time System for Head Tracking and Pose Estimation for Driver's Alertness Z. Zhang, M. Kim, F. De la Torre and W. Zhang Workshop on Signal, Gesture and Activity. In conjunction with ECCV 2010.
	Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis H. Dong and F. De la Torre European Conference on Computer Vision (oral).
	Personalized Stress Detection from Physiological Measurements Y. Shi, M. H. Nguyen, P. Blitz, B. French, S. Fisk, F. De la Torre, A. Smailagic and D. P. Siewiorek International Symposium on Quality of Life Technology, 2010.
	Coupled State-Space Models for Monitoring Nursing Home Resident Activity Y. Shi, C. Chen, F. De la Torre and H. Wactlar International Symposium on Quality of Life Technology, 2010.
	Local Minima Embedding M. Kim and F. De la Torre International Conference on Machine Learning (ICML) 2010.
	Gaussian Process Multiple Instance Learning M. Kim and F. De la Torre International Conference on Machine Learning (ICML) 2010.
	Unsupervised Discovery of Facial Events F. Zhou, F. De la Torre and J. F. Cohn IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2010 (oral).
	Action Unit Detection with Segment-based SVMs T. Simon, M. H. Nguyen, F. De la Torre and J. F. Cohn IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2010.
	Pareto Discriminant Analysis K. Abou-Moustafa, F. De la Torre and F. P. Ferrie IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2010.
	Continuous Procrustes Analysis to Learn 2D Shape Models from 3D Objects L. Igual and F. De la Torre 3rd Workshop on Non-Rigid Shape and Deformable Image Alignment, in conjunction with CVPR, 2010
	Learning a generic 3D face model from 2D image databases using incremental structure from motion J. Gonzalez-Mora, F. De la Torre, N. Guil, E. Zapata Image and Vision Computing, 2010.
	Metric Learning for Image Alignment M. H. Nguyen and F. De la Torre International Journal of Computer Vision, 2010.
	Optimal Feature Selection for Support Vector Machines M. H. Nguyen and F. De la Torre Pattern Recognition, vol. 43, pp. 584-591, 2010.
2009
	Canonical Time Warping for Alignment of Human Behavior F. Zhou and F. De la Torre Advances in Neural Information Processing Systems (NIPS), December 2009.
	Weakly supervised Discriminative Localization and Classification: a joint Learning process M. H. Nguyen, L. Torresani, F. De la Torre, and C. Rother International Conference on Computer Vision (ICCV), October 2009.
	Learning Good Features for Active Shape Models N. Brunet, F. Perez and F. De la Torre IEEE International Workshop on Subspace Methods in conjunction with ICCV, October 2009.
	Optimal Feature Selection for Subspace Image Matching G. Roig, X. Boix and F. De la Torre IEEE International Workshop on Subspace Methods in conjunction with ICCV, October 2009.
	Automated Facial Expression Recognition System A. Ryan, J. F. Cohn, S. Lucey, J. Saragih, P. Lucey, F. De la Torre, and A. Rossi IEEE International Carnahan Conference on Security Technology, October 2009.
	Detecting Depression from Facial Actions and Vocal Prosody J. F. Cohn, T. Simon, I. Matthews, Y. Yang, M. H. Nguyen, M. Tejera, F. Zhou and F. De la Torre Affective Computing and Intelligent Interaction (ACII), September 2009.
	Dynamic Cascades with Bidirectional Bootstrapping for Spontaneous Facial Action Unit Detection Y. Zhu, F. De la Torre and J. Cohn Affective Computing and Intelligent Interaction (ACII), September 2009.
	A Unification of Component Analysis Methods F. De la Torre Handbook of Pattern Recognition and Computer Vision (4th edition), World Scientific Publishing Co., October 2009.
	Temporal Segmentation and Activity Classification from First-person Sensing E. H. Spriggs, F. De la Torre, and M. Hebert IEEE Workshop on Egocentric Vision in conjunction with CVPR, June 2009.
	Efficient Image Alignment using Linear Appearance Models J. Gonzalez-Mora, N. Guil, F. De la Torre and E. Zapata IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2009.
	Detailed Human Data Acquisition of Kitchen Activities: the CMU-Multimodal Activity Database (CMU-MMAC) F. De la Torre, J. Hodgins, J. Montano and S. Valcarcel CHI 2009 Workshop. Developing Shared Home Behavior Datasets to Advance HCI and Ubiquitous Computing Research, April 2009.
	Face De-Identification R. Gross, L. Sweeney, J. Cohn, F. De la Torre and S. Baker Protecting Privacy in Video Surveillance, Springer, 2009.
	Emphatic Visual Speech Synthesis J. Melenchon, E. Martinez, F. De la Torre and J. A. Montero IEEE Transactions on Audio, Speech and Language Processing, Vol. 17, Num. 3, pp. 459-468, March 2009.
	Discriminative Cluster Analysis F. De la Torre and T. Kanade Theory and Novel Applications of Machine Learning. M. Er and Y. Zhou (Eds), January 2009.
	Improving the performance of physiologic hot flash measures with support vector machines R. C. Thurston, K. A. Matthews, J. Hernandez and F. De la Torre Psychophysiology, vol. 46, pp. 285–292, January 2009.
2008
	Robust Kernel Principal Component Analysis M. H. Nguyen and F. De la Torre Advances in Neural Information Processing Systems (NIPS), December 2008.
	Aligned Cluster Analysis for Temporal Segmentation of Human Motion F. Zhou, F. De la Torre and J. Hodgins IEEE Conference on Automatic Face and Gestures Recognition (FG), September 2008.
	Learning Image Alignment without Local Minima M. H. Nguyen and F. De la Torre IEEE Conference on Automatic Face and Gestures Recognition (FG), September 2008.
	Facial Feature Detection with Optimal Pixel Reduction SVMs M. H. Nguyen, Joan Perez and F. De la Torre IEEE Conference on Automatic Face and Gestures Recognition (FG), September 2008.
	Local Minima Free Parameterized Appearance Models M. H. Nguyen and F. De la Torre IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2008.
	Parameterized Kernel Principal Component Analysis: Theory and Applications to Supervised and Unsupervised Image Alignment F. De la Torre and M. H. Nguyen IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2008.
	Semi-Supervised Learning of Multi-Factor Models for Face De-Identification R. Gross, L. Sweeney, F. De la Torre, and S. Baker IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2008.
	A Least-Squares Unified View of PCA, LDA, CCA and Spectral Graph Methods F. De la Torre Tech. report CMU-RI-TR-08-29, May 2008.
	Tracking Algorithms Based on Dynamics of Individuals and MultiDimensional Scaling J. Maria Cabero, F. De la Torre, I. Arizaga, and A. Sanchez IEEE international symposium on wireless pervasive computing, May 2008.
	Image-based Shaving M. H. Nguyen, J. Lalonde, A. A. Efros, and F. De la Torre Computer Graphics Forum Journal (Eurographics), April 2008.
	Guide to the Carnegie Mellon University Multimodal Activity (CMU-MMAC) Database F. De la Torre, J. Hodgins, A. Bargteil, X. Martin, J. Macey, A. Collado and P. Beltran Tech. report CMU-RI-TR-08-22, April 2008.
2007
	Temporal Segmentation of Facial Behavior F. De la Torre, J. Campoy, Z. Ambadar and J. F. Cohn International Conference on Computer Vision, October 2007. Rio De Janeiro, Brasil.
	Bilinear Active Appearance Models J. Gonzalez, F. De la Torre, R. Murthi, N. Guil, E. Zapata Workshop on Non-rigid Registration and Tracking through , October 2007. Rio De Janeiro, Brasil.
	Indoor People Tracking based on Dynamic Weighted Multidimensional Scaling J. Cabero, F. De la Torre, I. Arizaga and A. Sanchez IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, October 2007.
	A Comparative Study of Supervised Learning Techniques for the Radiative Transfer Equation Inversion E. Garcia-Cuesta, F. De la Torre, A. De Castro International Conference on Machine Learning and Data Analysis, October 2007.
	Filtered Component Analysis to Increase Robustness to Local Minima in Appearance Models F. De la Torre, A. Collet, J. F. Cohn and T. Kanade IEEE Conf. on Computer Vision and Pattern Recognition, Minneapolis, June 2007.
	Learning Kernel Expansions for Image Classification F. De la Torre and O. Vinyals IEEE Conf. on Computer Vision and Pattern Recognition, Minneapolis, June 2007.
	Multimodal Diaries F. De la Torre and C. Agell IEEE International Conference in Multimedia and Expo, Beijing, China, July 2007.
	Evaluación Biomecánica del Efecto del Taladrado versus Perforado antes de la Colocación de Arpones para la Cirugía Artroscópica de Manguito E. Lopez-Vidriero, R. Costic, M. Manzano, F. de la Torre, J. Lara, F. H. Fu and M. Rodosky Cuadernos de Artroscopia. Vol 14. Supp 2, Num. 32, Pag. 69. May 2007.
	Estudio Biomecánico sobre como Afecta la Colocación de los Arpones del Manguito de los Rotadores en Distintas Localizaciones E. Lopez-Vidriero, R. Costic, C. Molano, S. Exposito, F. De la Torre, J. Lara, F. H. Fu and M. Rodosky Cuadernos de Artroscopia. Vol 14. Supp 2, Num. 32, Pag. 69. May 2007.
	Biomechanical Evaluation of Drilling versus Punching Before Placement of Anchors for Rotator Cuff Surgery E. Lopez-Vidriero, R. Costic, F. De la Torre, F.H. Fu, and M. Rodosky Arthroscopy Association of North America. Annual Meeting. San Francisco, April, 2007.
	Structural Properties of Anchor´s Placement for Rotator Cuff Surgery in Different Locations E. Lopez-Vidriero, R. Costic, F. De la Torre, F.H. Fu, and M. Rodosky Arthroscopy Association of North America. Annual Meeting. San Francisco, April, 2007.
	Parameterized Kernels for Support Vector Machine Classification F. De la Torre and O. Vinyals 2nd International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 2007.
	Robust Appearance Matching with Filtered Component Analysis F. De la Torre, A. Collet, J. F. Cohn and T. Kanade 2nd International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 2007.
	Simultaneous Registration and Clustering for Temporal Segmentation F. De la Torre, J. Campoy, J. F. Cohn and T. Kanade 2nd International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 2007.
2006
	Discriminative Cluster Analysis F. De la Torre and T. Kanade International Conference on Machine Learning, pp. 241-248, Pittsburgh, PA, June 2006.
	AMM Derived Face Representations for Robust Facial Action Recognition S. Lucey, I. Matthews, C. Hu, Z. Ambadar, F. De la Torre and J. F. Cohn IEEE International Conference on Automatic Face and Gesture Recognition, pp. 155-160, Southampton, April 2006.
	Automatic Clustering of Faces in Meetings C. Valles, F. De la Torre, M. Veloso and T. Kanade International Conference on Image Processing, Atlanta, GA, October 2006.
	Model-Based Face De-Identification R. Gross, L. Sweeney, F. De la Torre and S. Baker IEEE Workshop on Privacy Research in Vision. In conjunction with CVPR-06, New York, June 2006.
2005
	Omnidirectional Video Capturing, Multiple People Tracking and Identification for Meeting Monitoring F. De la Torre, C. Vallespi, P. E. Rybski, M. Veloso and T. Kanade Tech. report CMU-RI-TR-05-04, Robotics Institute, Carnegie Mellon University, January 2005
	Multimodal Oriented Discriminant Analysis F. De la Torre and T. Kanade International Conference on Machine Learning, Bonn, August 2005
	Representational Oriented Component Analysis (ROCA) for Face Recognition with One Sample Image Per Training Class F. De la Torre, R. Gross, S. Baker and B.V.K. Vijaka Kumar IEEE Conference on Computer Vision and Pattern Recognition, San Diego, June 2005
	Multiple face Recognition from omnidirectional video F. De la Torre, C. Vallespi, P. Rybski, M. Veloso and T. Kanade IEEE Workshop on Learning in Conjunction with CVPR-05, San Diego, June 2005
	Learning to track people in omnidirectional video F. De la Torre, C. Vallespi, P. Rybski, M. Veloso and T. Kanade International Conference on Robotics and Automation, Barcelona, Spain, May 2005
Before 2004
	Oriented Discriminant Analysis F. De la Torre and T. Kanade British Machine Vision Conference. London, September 2004
	Learning 3D Appearance Models from Video F. De la Torre, J. Casoliva and J. Cohn International Conference on Automatic Face and Gesture Recognition. Seoul, May 2004
	Segmentation and Classification of Meetings using Multiple Information Streams P. E. Rybski, S. Banerjee, F. De la Torre, C. Vallespi, A. Rudnicky and M. Veloso International Conference on Multimodal Interfaces, pp. 335-336, State-College, PA, October 2004
	CAMEO: The Camera Assisted Meeting Event Observer P. E. Rybski, F. De la Torre, R. Patil, C. Vallespi, M. Veloso and B. Browning International Conference on Robotics and Automation, New Orleans, May 2004
	Robust normalization of Silhouettes for Recognition Applications J. Cortadellas, J. Amat and F. De la Torre Pattern Recognition Letters. Vol. 25, pp. 591-601, April 2004
	Robust Parameterized Component Analysis: Theory and Applications to 2D Facial Appearance Models F. De la Torre and M. J. Black Computer Vision and Image Understanding, Vol. 91, pp. 53-71, 2003
	A Framework for Robust Subspace Learning F. De la Torre and M. J. Black International Journal of Computer Vision. Vol. 54. Issue 1-3, pp. 183-209, Aug.-Oct. 2003 [Video1] [Original data] [PCA] [RPCA]
	Subspace Eyetracking for Driver Warning F. De la Torre, J. Carlos and E. Martinez International Conference on Image Processing, Barcelona, September 2003
	Text to Visual Synthesis with Appearance Models J. Melenchon, F. De la Torre, I. Iriondo, F. Alias and E. Martinez International Conference on Image Processing. Barcelona, September 2003
	Robust Parameterized Component Analysis: Applications to 2D facial modeling F. De la Torre and M. J. Black European Conference on Computer Vision, 2002 [Video1] [Video2]
	Dynamic Coupled Component Analysis F. De la Torre and M. J. Black IEEE Proc. Computer Vision and Pattern Recognition, pp. 643-650, December 2001
	Cara a Cara con la Tecnología Creativa. Aprendizaje Automático de un Modelo Personal Facial para la Detección, Reconocimiento, Seguimiento y animación F. De la Torre I Congreso de Creatividad & Sociedad. Barcelona 27-29 de septiembre del 2001
	Automatic Learning of Facial Appearance Models F. De la Torre Second International Workshop on Recognition, Analysis and Tracking of Faces and Gestures in Real-time Systems (RATFG-RTS 2001)
	Robust Principal Component Analysis for Computer Vision F. De la Torre and M. J. Black International Conference on Computer Vision, Vancouver, 2001
	A Framework for Modeling the Appearance of 3D Articulated Figures H. Sidenbladh, F. De la Torre and M. J. Black IEEE International Conference on Automatic Face and Gesture Recognition, Grenobl,e 2000
	A Probabilistic Framework for Rigid and Non-Rigid Appearance based Tracking and Recognition F. De la Torre, Y. Yacoob and L. Davis IEEE International Conference on Automatic Face and Gesture Recognition, Grenobl,e 2000 [Video]
	EigenFiltering for Flexible Eigentracking F. De la Torre, J. Vitria, P. Radeva and J. Melenchón IEEE International Conference on Automatic Face and Gesture Recognition, Grenobl,e 2000
	Appearance Based Tracking with Switching F. De la Torre, X. Jové, E. Martínez E. and LL. Vicent 2on Congrés Català d'Inteligència Artificial. Girona, Spain. 25-27, October 1999
	View-based Adaptive Affine Alignment F. De la Torre, S. Gong and S. McKenna European Conference on Computer Vision, Freiburg, Germany, 2-6, June 1998
	View Alignment with Dynamically Updated Affine Tracking F. De la Torre, S. Gong and S. McKenna Proceeding of Face and Gesture Recognition, Nara, Japan, 14-16, April 1998.
	Moving Object Detection and Tracking System: a real time implementation F. De la Torre, E. Martínez, E. Santamaría, J. A. Morán Proceedings of the Symposium on Signal and Image Processing GRETSI 97, Grenoble, France, 1997.
	Unsupervised Morphological Segmentation of Objects in Contact E. Martínez, E. Santamaría, X. Jové, F. De la Torre Proceedings of the Symposium on Signal and Image Processing GRETSI 97, Grenoble, France, 1997.