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2010 2009 2008 2007


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
Accepted for publication in 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
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.

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.

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.


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