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Publications, Fernando De la Torre Frade

Note: This list may not be comprehensive. It contains only those publications in the RI publications database. Entries are listed in reverse chronological order.

• Local Minima Free Parameterized Appearance Models
  M.H. Nguyen and F. De la Torre Frade
  IEEE Conference on Computer Vision and Pattern Recognition, June, 2008. [Abstract]

• Parameterized Kernel Principal Component Analysis: Theory and Applications to Supervised and Unsupervised Image Alignment
  F. De la Torre Frade and M.H. Nguyen
  IEEE Conference on Computer Vision and Pattern Recognition, June, 2008. [Abstract]

• Semi-Supervised Learning of Multi-Factor Models for Face De-Identification
  R. Gross, L. Sweeney, F. De la Torre Frade, and S. Baker
  IEEE Conference on Computer Vision and Pattern Recognition, June, 2008. [Abstract]

• Tracking Algorithms Based on Dynamics of Individuals and MultiDimensional Scaling
  J. Maria Cabero, F. De la Torre Frade, I. Arizaga, and A. Sanchez
  IEEE international symposium on wireless pervasive computing 2008, May, 2008. [Abstract]

• Image-based Shaving
  M.H. Nguyen, J. Lalonde, A.A. Efros, and F. De la Torre Frade
  Computer Graphics Forum Journal (Eurographics), Vol. 27, No. 2, April, 2008, pp. 627 - 635. [Abstract]
  Download: pdf [5705 KB] copyrighted

• A Comparative Study of Supervised Learning Techniques for the Radiative Transfer Equation Inversion
  E. Garcia, F. De la Torre Frade, and A.D. Castro
  International Conference on Machine Learning and Data Analysis, October, 2007. [Abstract]

• Bilinear Active Appearance Models
  J. Gonzalez, F. De la Torre Frade, R. Murthi, N. Guil Mata, and E. Zapata
  Workshop on Non-rigid Registration and Tracking through Learning, October, 2007. [Abstract]
  Download: pdf [965 KB] copyrighted

• Indoor People Tracking based on Dynamic Weighted Multidimensional Scaling
  J. Maria Cabero, F. De la Torre Frade, I. Arizaga, and A. Sanchez
  IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, October, 2007. [Abstract]
  Download: pdf [706 KB] copyrighted

• Temporal Segmentation of Facial Behavior
  F. De la Torre Frade, J. Campoy, Z. Ambadar, and J.F. Cohn
  International Conference on Computer Vision, October, 2007. [Abstract]
  Download: pdf [3061 KB] copyrighted

• Multimodal Diaries
  F. De la Torre Frade and C. Agell
  International Conference on Multimedia and Expo, July, 2007. [Abstract]
  Download: pdf [698 KB] copyrighted

• Filtered Component Analysis to Increase Robustness to Local Minima in Appearance Models
  F. De la Torre Frade, A. Collet Romea, J. Cohn, and T. Kanade
  IEEE Conference on Computer Vision and Pattern Recognition, June, 2007. [Abstract]
  Download: pdf [4071 KB] copyrighted

• Learning Kernel Expansions for Image Classification
  F. De la Torre Frade and O. Vinyals
  IEEE Conference on Computer Vision and Pattern Recognition, June, 2007. [Abstract]
  Download: pdf [830 KB] copyrighted

• 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 Frade, J. Lara, F.H. Fu, and M. Rodosky
  Cuadernos de Artroscopia., Vol. 14, No. 32, May, 2007, pp. 69.

• Biomechanical Evaluation of Drilling versus Punching Before Placement of Anchors for Rotator Cuff Surgery.
  E. Lopez-Vidriero, R. Costic, F. De la Torre Frade, F.H. Fu, and M. Rodosky
  Arthroscopy Association of North America, April, 2007.

• Structural Properties of Anchor´s Placement for Rotator Cuff Surgery in Different Locations
  E. Lopez-Vidriero, R. Costic, F. De la Torre Frade, F.H. Fu, and M. Rodosky
  Arthroscopy Association of North America. Annual meeting., April, 2007.

• Parameterized Kernels for Support Vector Machine Classification
  F. De la Torre Frade and O. Vinyals
  International Conference on Computer Vision Theory and Applications, March, 2007, pp. 207-213. [Abstract]

• Simultaneous registration and clustering for temporal segmentation of facial gestures from video
  F. De la Torre Frade, J. Campoy, J. Cohn, and T. Kanade
  2nd International Conference on Computer Vision Theory and Applications, March, 2007. [Abstract]

• Automatic Clustering of Faces in Meetings
  C. Vallespi-Gonzalez, F. De la Torre Frade, M. Veloso, and T. Kanade
  ICIP 2006, October, 2006, pp. 1841-1844. [Abstract]
  Download: pdf [455 KB], ps.gz [4076 KB] copyrighted

• Discriminative Cluster Analysis
  F. De la Torre Frade and T. Kanade
  International Conference on Machine Learning, ACM Press, New York, NY, USA, Vol. 148, June, 2006, pp. 241 - 248. [Abstract]
  Download: pdf [488 KB] copyrighted

• Model-Based Face De-Identification
  R. Gross, L. Sweeney, F. De la Torre Frade, and S. Baker
  2006 Conference on Computer Vision and Pattern Recognition Workshop, June, 2006, pp. 161 - 168. [Abstract]
  Download: pdf [485 KB] copyrighted

• AAM derived face representations for robust facial action recognition
  S. Lucey, I. Matthews, C. Hu, Z. Ambadar, F. De la Torre Frade, and J. Cohn
  Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FG'06), 2006, pp. 155 - 160.
  Download: pdf [828 KB] copyrighted

• Multimodal Oriented Discriminant Analysis
  F. De la Torre Frade and T. Kanade
  International Conference on Machine Learning (ICML)., August, 2005. [Abstract]
  Download: pdf [401 KB] copyrighted

• Multiple Face Recognition from Omnidirectional Video
  F. De la Torre Frade, C. Vallespi-Gonzalez, P. Rybski, M. Veloso, and T. Kanade
  IEEE Workshop on Learning in Computer Vision and Pattern Recognition, June, 2005. [Abstract]
  Download: pdf [869 KB] copyrighted

• Representational Oriented Component Analysis (ROCA) for Face Recognition with One Sample Image per Training Class
  F. De la Torre Frade, R. Gross, S. Baker, and V. Kumar
  Computer Vision and Pattern Recognition, Vol. 2, June, 2005, pp. 266 - 273. [Abstract]
  Download: pdf [559 KB] copyrighted

• Learning to Track Multiple People in Omnidirectional Video
  F. De la Torre Frade, C. Vallespi-Gonzalez, P. Rybski, M. Veloso, and T. Kanade
  Proceedings of the 2005 IEEE International Conference on Robotics and Automation (ICRA-2005), April, 2005, pp. 4150 - 4155. [Abstract]
  Download: pdf [1938 KB], ps.gz [4550 KB] copyrighted

• Multimodal Oriented Discriminant Analysis
  F. De la Torre Frade and T. Kanade
  tech. report CMU-RI-TR-05-03, Robotics Institute, Carnegie Mellon University, January, 2005. [Abstract]
  Download: pdf [196 KB] copyrighted

• Omnidirectional Video Capturing, Multiple People Tracking and Identification for Meeting Monitoring.
  F. De la Torre Frade, C. Vallespi-Gonzalez, P. Rybski, M. Veloso, and T. Kanade
  tech. report CMU-RI-TR-05-04, Robotics Institute, Carnegie Mellon University, January, 2005. [Abstract]
  Download: pdf [1479 KB] copyrighted

• CAMEO: Camera Assisted Meeting Event Observer
  P. Rybski, F. De la Torre Frade, R. Patil, C. Vallespi-Gonzalez, M. Veloso, and B. Browning
  Proceedings of the 2004 IEEE International Conference on Robotics and Automation (ICRA-2004), Vol. 2, May, 2004, pp. 1634-1639.
  Download: pdf [425 KB] copyrighted

• CAMEO: The Camera Assisted Meeting Event Observer
  P. Rybski, F. De la Torre Frade, R. Patil, C. Vallespi-Gonzalez, M. Veloso, and B. Browning
  tech. report CMU-RI-TR-04-07, Robotics Institute, Carnegie Mellon University, January, 2004. [Abstract]
  Download: pdf [589 KB] copyrighted

• Learning 3D Appearance Models from Video
  F. De la Torre Frade, J. Casoliva-Rodon, and J. Cohn
  Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004, pp. 645 - 651. [Abstract]
  Download: pdf [574 KB] copyrighted

• Oriented Discriminant Analysis (ODA)
  F. De la Torre Frade and T. Kanade
  Proceedings of the British Machine Vision Conference 2004, 2004, pp. 132 - 141. [Abstract]
  Download: pdf [322 KB] copyrighted