 2009 |
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| M. H. Nguyen and F. De la Torre |
| "Optimal Feature Selection for Support Vector Machines" |
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| Accepted for publication in Pattern Recognition. |
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| M. H. Nguyen and F. De la Torre |
| "Metric Learning for Image Alignment" |
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| Accepted for publication in International Journal of Computer Vision. |
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| F. Zhou and F. De la Torre |
| "Canonical Time Warping for Alignment of Human Behavior" |
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| Neural Information Processing Systems, 2010. |
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| Y. Zhu, F. De la Torre and J. Cohn |
| "Dynamic Cascades with Bidirectional Bootstrapping for Spontaneous Facial Action Unit Detection" |
| Affective Computing and Intelligent Interaction. September 2009. Amsterdam. |
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| A. Ryan, J. F. Cohn, S. Lucey, J. Saragih, P. Lucey, F. De la Torre, and A. Rossi |
| "Automated Facial Expression Recognition System" |
| Proceedings of the IEEE International Carnahan Conference on Security Technology. October 2009. Zurich. |
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| F. De la Torre |
| "A Unification of Component Analysis Methods" |
| Handbook of Pattern Recognition and Computer Vision, 4th edition. World Scientific Publishing Co. October 2009. |
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| J. F. Cohn, T. Simon, I. Matthews, Y. Yang, M. H. Nguyen, M. Tejera, F. Zhou and F. De la Torre |
| "Detecting Depression from Facial Actions and Vocal Prosody" |
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| Affective Computing and Intelligent Interaction. September 2009. Amsterdam. |
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| G. Roig, X. Boix and F. De la Torre |
| "Optimal Feature Selection for Subspace Image Matching" |
|
| 2nd IEEE International Workshop on Subspace Methods. September 27, 2009, in conjunction with ICCV2009, Kyoto, Japan. |
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| N. Brunet, F. Perez and F. De la Torre |
| "Learning Good Features for Active Shape Models" |
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| 2nd IEEE International Workshop on Subspace Methods. September 27, 2009, in conjunction with ICCV2009, Kyoto, Japan. |
|
| M.H. Nguyen, L. Torresani, F. De la Torre, and C. Rother |
| "Weakly supervised Discriminative Localization and Classification: a joint Learning process" |
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| Proceedings of International Conference on Computer Vision (ICCV), October, 2009. |
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| E.H. Spriggs, F. De la Torre, and M. Hebert |
| "Temporal Segmentation and Activity Classification from First-person Sensing" |
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| IEEE Workshop on Egocentric Vision, CVPR 2009, June, 2009. |
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| J. Gonzalez-Mora, N. Guil, F. De la Torre, E. Zapata. |
| "Efficient Image Alignment using Linear Appearance Models" |
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| IEEE Conference on Computer Vision and Pattern Recognition, June, 2009. |
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| F. De la Torre, J. Hodgins, J. Montano and S. Valcarcel |
| "Detailed Human Data Acquisition of Kitchen Activities: the CMU-Multimodal Activity Database (CMU-MMAC)" |
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| CHI 2009 Workshop. Developing Shared Home Behavior Datasets to Advance HCI and Ubiquitous Computing Research. Boston. April 4th, 2009. |
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| R. Gross, L. Sweeney, J. Cohn, F. De la Torre and S. Baker |
| "Face De-Identification" |
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| Protecting Privacy in Video Surveillance. (Ed.) Springer. |
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| J. Melenchon, E. Martinez, F. De la Torre and J. A. Montero |
| "Emphatic Visual Speech Synthesis" |
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| IEEE Transactions on Audio, Speech and Language Processing. Vol. 17, Num. 3, pp. 459-468. March 2009. |
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| F. De la Torre and T. Kanade |
| "Discriminative Cluster Analysis" |
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| Theory and Novel Applications of Machine Learning. M. Er and Y. Zhou (Eds). January 2009. |
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| R. C. Thurston, K. A. Matthews, J. Hernandez and F. De la Torre |
| "Improving the performance of physiologic hot flash measures with support vector machines" |
|
| Psychophysiology, Psychophysiology, 46, 285–292. January 2009. |
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| 2008 |
|
| M. Nguyen and F. De la Torre |
| "Robust Kernel Principal Component Analysis" |
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| Neural Information Processing Systems, December 2008. |
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| F. Zhou, F. De la Torre and J. Hodgins |
| "Aligned Cluster Analysis for Temporal Segmentation of Human Motion" |
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| IEEE Conference on Automatic Face and Gestures Recognition, September, 2008. |
|
| M. Nguyen and F. De la Torre |
| "Learning Image Alignment without Local Minima" |
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| IEEE Conference on Automatic Face and Gestures Recognition, September, 2008. |
|
| M. Nguyen, Joan Perez and F. De la Torre |
| "Facial Feature Detection with Optimal Pixel Reduction SVMs" |
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| IEEE Conference on Automatic Face and Gestures Recognition, September, 2008. |
|
| M. Nguyen and F. De la Torre |
| "Local Minima Free Parameterized Appearance Models" |
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| IEEE Conference on Computer Vision and Pattern Recognition, June, 2008. |
|
| F. De la Torre and M. Nguyen |
| "Parameterized Kernel Principal Component Analysis: Theory and Applications to Supervised and Unsupervised Image Alignment" | |
| IEEE Conference on Computer Vision and Pattern Recognition, June, 2008. |
|
| R. Gross, L. Sweeney, F. De la Torre, and S. Baker |
| "Semi-Supervised Learning of Multi-Factor Models for Face De-Identification" |
| IEEE Conference on Computer Vision and Pattern Recognition, June, 2008. |
|
| F. De la Torre |
| "A Least-Squares Unified View of PCA, LDA, CCA and Spectral Graph Methods" |
| Tech. report CMU-RI-TR-08-29, Robotics Institute, Carnegie Mellon University, May, 2008. |
|
| J. Maria Cabero, F. De la Torre, I. Arizaga, and A. Sanchez |
| "Tracking Algorithms Based on Dynamics of Individuals and MultiDimensional Scaling" |
| IEEE international symposium on wireless pervasive computing 2008, May, 2008. |
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| F. De la Torre, J. Hodgins, A. Bargteil, X. Martin, J. Macey, A. Collado and P. Beltran | |
| "Guide to the Carnegie Mellon University Multimodal Activity (CMU-MMAC) Database" |
| Tech. report CMU-RI-TR-08-22, Robotics Institute, Carnegie Mellon University, April, 2008. |
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| M. Nguyen, J. Lalonde, A.A. Efros, and F. De la Torre | |
| "Image-based Shaving" |
| Computer Graphics Forum Journal (Eurographics), April, 2008. |
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| 2007 |
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| B. Theobald, I. Matthews, J.F. Cohn , & S. Boker |
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| "Real-time Expression Cloning using Appearance Models" |
| Proceedings of the ACM International Conference on Multimodal Interfaces (ICMI'07). Nagoya, Japan, 134-139. November 2007. |
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| A.B. Ashraf, S. Lucey, T. Chen, K. Prkachin, P. Solomon, Z. Ambadar,
& J.F. Cohn | |
| "The painful face: Pain expression recognition using active appearance models" |
| Proceedings of the ACM International Conference on Multimodal Interfaces (ICMI'07). Nagoya, Japan, 9-14. November 2007. |
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| F. De la Torre, J. Campoy, Z. Ambadar and J. F. Cohn | |
| "Temporal Segmentation of Facial Behavior" |
| International Conference on Computer Vision, October 2007. Rio De Janeiro, Brasil. |
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| J. Gonzalez, F. De la Torre, R. Murthi, N. Guil, E. Zapata | |
| "Bilinear Active Appearance Models" |
| Workshop on Non-rigid Registration and Tracking through , October 2007. Rio De Janeiro, Brasil. |
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| J. Cabero, F. De la Torre, I. Arizaga and A. Sanchez | |
| "Indoor People Tracking based on Dynamic Weighted Multidimensional Scaling" |
| IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, October 2007. |
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| E. Garcia-Cuesta, F. De la Torre, A. De Castro | |
| "A Comparative Study of Supervised Learning Techniques for the Radiative Transfer Equation Inversion" |
| International Conference on Machine Learning and Data Analysis, October 2007. |
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| F. De la Torre, A. Collet, J. F. Cohn and T. Kanade | |
| "Filtered Component Analysis to Increase Robustness to Local Minima in Appearance Models" |
| Proc. IEEE Conf. on Computer Vision and Pattern Recognition, Minneapolis, June 2007. |
|
| F. De la Torre and O. Vinyals | |
| "Learning Kernel Expansions for Image Classification" |
| Proc. IEEE Conf. on Computer Vision and Pattern Recognition, Minneapolis, June 2007. |
|
| F. De la Torre and C. Agell | |
| "Multimodal Diaries" |
| Proc. IEEE International Conference in Multimedia and Expo, Beijing, China, July 2007. |
|
| E. Lopez-Vidriero, R. Costic, M. Manzano, F. de la Torre, J. Lara, F. H. Fu and M. Rodosky |
| "Evaluación Biomecánica del Efecto del Taladrado versus Perforado antes de la Colocación de Arpones para la Cirugía Artroscópica de Manguito." |
| Cuadernos de Artroscopia. Vol 14. Supp 2, Num. 32, Pag. 69. May 2007. |
|
| E. Lopez-Vidriero, R. Costic, C. Molano, S. Exposito, F. De la Torre, J. Lara, F. H. Fu and M. Rodosky |
| "Estudio Biomecánico sobre como Afecta la Colocación de los Arpones del Manguito de los Rotadores en Distintas Localizaciones." |
| Cuadernos de Artroscopia. Vol 14. Supp 2, Num 32, Pag. 69. May 2007. |
|
| E. Lopez-Vidriero, R. Costic, F. De la Torre, F.H. Fu, and M. Rodosky |
| "Biomechanical Evaluation of Drilling versus Punching Before Placement of Anchors for Rotator Cuff Surgery." |
| Arthroscopy Association of North America. Annual Meeting. San Francisco, April, 2007. |
|
| E. Lopez-Vidriero, R. Costic, F. De la Torre, F.H. Fu, and M. Rodosky |
| "Structural Properties of Anchor´s Placement for Rotator Cuff Surgery in Different Locations." |
| Arthroscopy Association of North America. Annual Meeting. San Francisco, April, 2007. |
|
| F. De la Torre and O. Vinyals |
| "Parameterized Kernels for Support Vector Machine Classification." |
| Proc. 2nd International Conference on Computer Vision Theory and Applications, pp. 207-213, Barcelona, Spain, March 2007. |
|
| F. De la Torre, A. Collet, J. F. Cohn and T. Kanade |
| "Robust Appearance Matching with Filtered Component Analysis." |
| Proc. 2nd International Conference on Computer Vision Theory and Applications, pp. 116-122, Barcelona, Spain, March 2007. |
|
| F. De la Torre, J. Campoy, J. F. Cohn and T. Kanade |
| "Simultaneous Registration and Clustering for Temporal Segmentation." |
| Proc. 2nd International Conference on Computer Vision Theory and Applications, pp. 110-115, Barcelona, Spain, March 2007. |
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Copyright (c) 2008 Human Sensing Lab -- Carnegie Mellon University
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