Author

Fernando De la Torre

Observed names: De La Torre, Fernando, De la Torre, Fernando, F. De La Torre, F. De la Torre, F. de la Torre, Fernando De La Torre, Fernando De la Torre, Fernando de la Torre, de la Torre, Fernando

Institution: Carnegie Mellon University

Observed institutions: Institute of Science and Technology Austria, University of Pittsburgh, Chinese University of Hong Kong, University of Oxford, Meta (United States), Max Planck Institute for Intelligent Systems, Microsoft Research (United Kingdom), Universitat Ramon Llull, Carnegie Mellon University, Universidad de Málaga

ORCID: 0000-0002-7086-8572

Observed ORCID: 0000-0002-7086-8572

OpenAlex ID: A5108127869

Supervised Descent Method and Its Applications to Face Alignment

2013 · Xuehan Xiong, Fernando De la Torre · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,926

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Face recognition using Histograms of Oriented Gradients

2011 · O. Déniz, G. Bueno, et al. · Pattern Recognition Letters · 631

Detecting depression from facial actions and vocal prosody

2009 · Jeffrey F. Cohn, Tomas Simon Kruez, et al. · International Conference on Affective Computing and Intelligent Interaction and workshops · 505

Driver Gaze Tracking and Eyes Off the Road Detection System

2015 · Francisco Vicente, Zehua Huang, et al. · IEEE Transactions on Intelligent Transportation Systems · 368

Selective Transfer Machine for Personalized Facial Action Unit Detection

2013 · Wen-Sheng Chu, Fernando De la Torre, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 312

MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement

2021 · Alexander Richard, Michael Zollhofer, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 254

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Joint segmentation and classification of human actions in video

2011 · Minh Hoai, Zhen-Zhong Lan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 240

Temporal segmentation and activity classification from first-person sensing

2009 · E.H. Spriggs, F. De La Torre, et al. · 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops · 239

Optimal feature selection for support vector machines

2009 · Minh Hoai Nguyen, Fernando de la Torre · Pattern Recognition · 238

Max-Margin Early Event Detectors

2013 · Minh Hoai, Fernando De la Torre · International Journal of Computer Vision · 222

Canonical Time Warping for Alignment of Human Behavior

2009 · Feng Zhou, Fernando De la Torre · 222

Joint patch and multi-label learning for facial action unit detection

2015 · Kaili Zhao, Wen-Sheng Chu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 205

Factorized Graph Matching

2015 · Feng Zhou, Fernando De la Torre · IEEE Transactions on Pattern Analysis and Machine Intelligence · 197

Taming 3DGS: High-Quality Radiance Fields with Limited Resources

2024 · Saswat Subhajyoti Mallick, Rahul Goel, et al. · SIGGRAPH Asia Conference Papers · 196

Model-Based Face De-Identification

2006 · R. Gross, L. Sweeney, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 195

Selective Transfer Machine for Personalized Facial Expression Analysis

2016 · Wen-Sheng Chu, Fernando De la Torre, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 193

Global supervised descent method

2015 · Xuehan Xiong, Fernando De la Torre · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 190

Generalized time warping for multi-modal alignment of human motion

2012 · Feng Zhou, F. De la Torre · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 179

Matrix Completion for Weakly-Supervised Multi-Label Image Classification

2014 · Ricardo Cabral, Fernando De la Torre, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 175

A Least-Squares Framework for Component Analysis

2011 · F. De la Torre · IEEE Transactions on Pattern Analysis and Machine Intelligence · 175

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Discriminative cluster analysis

2006 · Fernando De la Torre, Takeo Kanade · International Conference on Machine Learning · 172

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Aligned Cluster Analysis for temporal segmentation of human motion

2008 · Feng Zhou, Fernando De la Torre, et al. · International Conference on Automatic Face and Gesture Recognition · 171

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Deformable Graph Matching

2013 · Feng Zhou, Fernando De la Torre · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 167

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Weakly supervised discriminative localization and classification: a joint learning process

2009 · Minh Hoai Nguyen, Lorenzo Torresani, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 163

Matrix Completion for Multi-label Image Classification

2011 · Ricardo Cabral, Fernando De la Torre, et al. · 147

Works count: 194

Citation count: 12,230

H-index: 51

I10-index: 130