 2012 |
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Maximum Margin Temporal Clustering
M. Hoai and F. De la Torre
AISTATS, 2012.
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| 2011 |
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Matrix Completion for Multi-label Image Classification
R. S. Cabral, F. De la Torre, J. P. Costeira and A. Bernardino
NIPS, 2011.
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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.
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Source Constrained Clustering
E. Taralova, F. De la Torre and M. Hebert
International Conference on Computer Vision (ICCV), 2011.
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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.
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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.
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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
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A least-squares framework for Component Analysis
F. De la Torre
Accepted for publication at IEEE PAMI, 2011
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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
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Hierarchical Aligned Cluster Analysis for Temporal Clustering of Human Motion
F. Zhou, F. De la Torre and J. K. Hodgins
Under review at IEEE PAMI, 2011
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Interactive Region-based Linear 3D Face Models
J. R. Tena, F. De la Torre and I. Matthews
ACM SIGGRAPH, 2011.
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Facial Expression Analysis
F. De la Torre and J. F. Cohn
Guide to Visual Analysis of Humans: Looking at People, Springer, 2011.
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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.
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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.
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Joint Segmentation and Classification of Human Actions in Video
M. Hoai, Z. Lan and F. De la Torre
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011
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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), 2011
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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), 2011
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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 Electronic Imaging, Computer Vision and Image Analysis of Art II, 2011
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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), 2011
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Active Conditional Models
Y. Chen and F. De la Torre
IEEE Conference on Automatic Face and Gestures Recognition (FG), 2011
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| 2010 |
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Latent Gaussian Mixture Regression for Human Pose Estimation
Y. Tian, L. Sigal, H. Badino, F. De la Torre and Y. Liu
Asian Conference on Computer Vision (ACCV), 2010
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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), 2010
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Unsupervised Summarization of Rushes Videos
Y. Liu, F. Zhou, W. Liu, F. De la Torre and Y. Liu
ACM Multimedia (MM), 2010
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A Real-time System for Head Tracking and Pose Estimation
Z. Zhang, M. Kim, F. De la Torre and Wende Zhang
A Real-time System for Head Tracking and Pose Estimation
Workshop on Signal, Gesture and Activity. In conjunction with ECCV 2010
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Support Vector Machines to improve physiologic hot flash measures:
Application to the ambulatory setting
R. C. Thurston, J. Hernandez Rivera, J. Maria Del Rio and F. De la Torre
Psychophysiology, 2010
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Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis
D. Huang and F. De la Torre
European Conference on Computer Vision (ECCV), 2010
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Personalized Stress Detection from Physiological Measurements
Y. Shi, M. H. Nguyen, P. Blitz, B. French, S. Fisk, F. De la Torre, A. Smailagic, D. P. Siewiorek, M. Absi, E. Ertin, T. Kamarck and S. Kumar
International Symposium on Quality of Life Technology, 2010
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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
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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
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Local Minima Embedding
M. Kim and F. De la Torre
International Conference on Machine Learning (ICML), 2010.
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Gaussian Process Multiple Instance Learning
M. Kim and F. De la Torre
International Conference on Machine Learning (ICML), 2010.
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Unsupervised Discovery of Facial Events
F. Zhou, F. De la Torre and J. F. Cohn
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
Technical report (longer version)
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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), 2010.
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Pareto Discriminant Analysis
K. T. Abou-Moustafa, F. De la Torre, F. P. Ferrie
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
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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.
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Metric Learning for Image Alignment
M. H. Nguyen and F. De la Torre
International Journal of Computer Vision, 2010.
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Optimal Feature Selection for Support Vector Machines
M. H. Nguyen and F. De la Torre
Pattern Recognition, vol. 43, pp. 584-591, 2010.
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| 2009 |
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Canonical Time Warping for Alignment of Human Behavior
F. Zhou and F. De la Torre
Advances in Neural Information Processing Systems (NIPS), December 2009.
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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.
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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.
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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.
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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.
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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.
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Dynamic Cascades with Bidirectional Bootstrapping
for Spontaneous Facial Action Unit Detection
Y. Zhu, F. De la Torre, J. Cohn and Y. Zhang
Affective Computing and Intelligent Interaction (ACII), September 2009.
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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.
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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.
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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.
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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.
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Face De-Identification
R. Gross, L. Sweeney, J. Cohn, F. De la Torre and S. Baker
Protecting Privacy in Video Surveillance, Springer, 2009.
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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.
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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.
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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.
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| 2008 |
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Robust Kernel Principal Component Analysis
M. H. Nguyen and F. De la Torre
Advances in Neural Information Processing Systems (NIPS), December 2008.
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Aligned Cluster Analysis for Temporal Segmentation of Human Motion
F. Zhou, F. De la Torre and J. K. Hodgins
IEEE Conference on Automatic Face and Gestures Recognition (FG), September 2008.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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Image-based Shaving
M. H. Nguyen, J. Lalonde, A. A. Efros, and F. De la Torre
Computer Graphics Forum Journal (Eurographics), April 2008.
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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.
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| 2007 |
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Real-time Expression Cloning using Appearance Models
B. Theobald, I. Matthews, J. F. Cohn and S. Boker
ACM International Conference on Multimodal Interfaces (ICMI'07). Nagoya, Japan, 134-139. November 2007.
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The painful face: Pain expression recognition using active appearance models
A. B. Ashraf, S. Lucey, T. Chen, K. Prkachin, P. Solomon, Z. Ambadar and J. F. Cohn
ACM International Conference on Multimodal Interfaces (ICMI'07). Nagoya, Japan, 134-139. November 2007.
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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.
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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.
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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.
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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.
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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.
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Learning Kernel Expansions for Image Classification
F. De la Torre and O. Vinyals
IEEE Conf. on Computer Vision and Pattern Recognition, Minneapolis, June 2007.
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Multimodal Diaries
F. De la Torre and C. Agell
IEEE International Conference in Multimedia and Expo, Beijing, China, July 2007.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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