BibTeX
@inproceedings{XiongD13,
author = {Xuehan-Xiong and Fernando {De la Torre}},
title = {Supervised Descent Method and its Application to Face Alignment},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2013},
}
@inproceedings{ChuDC13,
author = {Wen-Sheng Chu and Fernando {De la Torre} and Jeffery F. Cohn},
title = {Selective Transfer Machine for Personalized Facial Action Unit Detection},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2013},
}
@inproceedings{ZhouD13,
author = {Feng Zhou and Fernando {De la Torre}},
title = {Deformable Graph Matching},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2013},
}
@article{TianSDJ13,
author = {Yan Tian and Leonid Sigal and Fernando {De la Torre} and Yonghua Jia},
title = {Canonical locality preserving Latent Variable Model for discriminative pose inference},
journal = {Image and Vision Computing (IVC)},
year = {2013},
volume = {31},
number = {3},
year = {2013},
pages = {223-230},
}
@article{ZhouDH13,
author = {Feng Zhou and Fernando {De la Torre} and Jessica K. Hodgins},
title = {Hierarchical Aligned Cluster Analysis for Temporal Clustering of Human Motion},
journal = {IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI)},
year = {2013},
volume = {35},
number = {3},
pages = {582-596},
}
@article{CarlsonDDCPH12,
author = {Jestin N Carlson and Samarjit Das and Fernando {De la Torre} and Clifton W Callaway and Paul Phrampus and Jessica Hodgins},
title = {Motion Capture Measures Variability in Techniques of Endotracheal Intubation},
journal = {Journal of Simulation in Healthcare (SIH)},
year = {2012},
volume = {7},
issue = {4},
pages = {255-260},
}
@inproceedings{DasADH12,
author = {Samarjit Das and Breogan Amoedo and Fernando {De la Torre} and Jessica Hodgins},
title = {Detecting Parkinsons' Symptoms in Uncontrolled Home Environments: A Multiple Instance Learning Approach},
booktitle = {IEEE International Conference on Engineering in Medicine and Biology Society (EMBS)},
year = {2012},
}
@inproceedings{DasCDH12,
author = {Samarjit Das and Jestin Carlson and Fernando {De la Torre} and Jessica Hodgins},
title = {Multimodal feature analysis for quantitative performance evaluation of endotracheal intubation (ETI)},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
year = {2012},
}
@inproceedings{HuangSD12,
author = {Dong Huang and Ricardo Silveira Cabral and Fernando {De la Torre}},
title = {Robust Regression},
booktitle = {European Conference on Computer Vision (ECCV)},
year = {2012},
}
@inproceedings{HuangD12,
author = {Dong Huang and Fernando {De la Torre}},
title = {Facial Action Transfer with Personalized Bilinear Regression},
booktitle = {European Conference on Computer Vision (ECCV)},
year = {2012},
}
@inproceedings{SanchezDG12,
author = {Enrique Sanchez-Lozano and Fernando {De la Torre} and D. Gonzalez-Jimenez},
title = {Continuous Regression for Non-Rigid Image Alignment},
booktitle = {European Conference on Computer Vision (ECCV)},
year = {2012},
}
@inproceedings{ChuZD12,
author = {Wen-Sheng Chu and Feng Zhou and Fernando {De la Torre}},
title = {Unsupervised Temporal Commonality Discovery},
booktitle = {European Conference on Computer Vision (ECCV)},
year = {2012},
}
@article{De12,
author = {Fernando {De la Torre}},
title = {A least-squares framework for Component Analysis},
journal = {IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI)},
year = {2012},
volume = {34},
number = {6},
pages = {1041-1055},
}
@inproceedings{HoaiD12b,
author = {Minh Hoai and Fernando {De la Torre}},
title = {Max-Margin Early Event Detectors},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2012},
}
@inproceedings{ZhouD12b,
author = {Feng Zhou and Fernando {De la Torre}},
title = {Factorized Graph Matching},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2012},
}
@inproceedings{ZhouD12,
author = {Feng Zhou and Fernando {De la Torre}},
title = {Generalized Time Warping for Multi-modal Alignment of Human Motion},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2012},
}
@inproceedings{LiuLDS12,
author = {Risheng Liu and Zhouchen Lin and Fernando {De la Torre} and Zixun Su},
title = {Fixed-Rank Representation for Unsupervised Visual Learning},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2012},
}
@inproceedings{HoaiD12,
author = {Minh Hoai and Fernando {De la Torre}},
title = {Maximum Margin Temporal Clustering},
booktitle = {International Conference on Artificial Intelligence and Statistics (AISTATS)},
year = {2012},
}
@inproceedings{CabralDCB11,
author = {Ricardo S. Cabral and Fernando {De la Torre} and João P. Costeira and Alexandre Bernardino},
title = {Matrix Completion for Multi-label Image Classification},
booktitle = {Advances in Neural Information Processing Systems (NIPS)},
year = {2011},
}
@article{PanCSD11,
author = {Lili Pan and Wen-Sheng Chu and Jason M. Saragih and Fernando {De la Torre}},
title = {Fast and Robust Circular Object Detection with Probabilistic Pairwise Voting (PPV)},
journal = {IEEE Signal Processing Letters},
year = {2011},
}
@inproceedings{TaralovaDH11,
author = {Ekaterina Taralova and Fernando {De la Torre} and Martial Hebert},
title = {Source Constrained Clustering},
booktitle = {International Conference on Computer Vision (ICCV)},
year = {2011},
}
@inproceedings{DasTMAODH11,
author = {Samarjit Das and Laura Trutoiu and Akihiko Murai and Dunbar Alcindor and Michael Oh and Fernando {De la Torre} and Jessica Hodgins},
title = {Quantitative Measurement of Motor Symptoms in Parkinson's Disease: A Study with Full-body Motion Capture Data},
booktitle = {International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS)},
year = {2011},
}
@inproceedings{DeSAC11,
author = {Fernando {De la Torre} and Tomas Simon and Zara Ambadar and Jeffery F. Cohn},
title = {FAST-FACS: A Computer-Assisted System to Increase Speed and Reliability of Manual FACS Coding},
booktitle = {Affective Computing and Intelligent Interaction (ACII)},
year = {2011},
}
@inproceedings{AbouSDF11,
author = {Karim Abou-Moustafa and Mohak Shah and Fernando {De la Torre} and Frank Ferrie},
title = {Relaxed Exponential Kernels for Unsupervised Learning},
booktitle = {Symposium of the German Association for Patter Recognition (DAGM)},
year = {2011},
}
@inproceedings{CabralCDB11,
author = {Ricardo S. Cabral and J. P. Costeira and Fernando {De la Torre} and Alexandre Bernardino},
title = {Fast Incremental Method for Matrix Completion: an Application to Trajectory Correction},
booktitile = {IEEE Conference on Image Processing (ICIP)},
year = {2011},
}
@inproceedings{TenaDM11,
author = {Jose Rafael Tena and Fernando {De la Torre} and Iain Matthews},
title = {Interactive Region-based Linear 3D Face Models},
booktitle = {ACM SIGGRAPH},
year = {2011},
}
@inbook{DeC11,
author = {Fernando {De la Torre} and Jeffrey F. Cohn},
chapter = {Facial Expression Analysis},
title = {Guide to Visual Analysis of Humans: Looking at People},
publisher = {Springer},
year = {2011},
}
@article{HuangMHDH11,
author = {Dong Huanga and Kelly Meyers and Séverine Henry and Fernando {De la Torre} and Charles C. Horn},
title = {Computerized detection and analysis of cancer chemotherapy-induced emesis in a small animal model, musk shrew},
journal = {Journal of Neuroscience Methods},
year = {2011},
}
@article{ZhuDCZ11,
author = {Yunfeng Zhu and Fernando {De la Torre} and Jeffery F. Cohn and Yu-Jin Zhang},
title = {Dynamic Cascades with Bidirectional Bootstrapping for Spontaneous Facial Action Unit Detection},
journal = {IEEE Transactions on Affective Computing},
year = {2011},
volume = {2},
issue = {2},
pages = {79-91},
}
@inproceedings{HoaiLD11,
author = {Minh Hoai and Zhen-zhong Lan and Fernando {De la Torre}},
title = {Joint Segmentation and Classification of Human Actions in Video},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2011},
}
@inproceedings{HuangTD11,
author = {Dong Huang and Yuandong Tian and Fernando {De la Torre}},
title = {Local Isomorphism to Solve the Pre-image Problem in Kernel Methods},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2011},
}
@inproceedings{HuangSDB11,
author = {Dong Huang and Markus Storer and Fernando {De la Torre} and Horst Bischof},
title = {Supervised Local Subspace Learning for Continuous Head Pose Estimation},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2011},
}
@inproceedings{CabralCDBC11,
author = {Ricardo S. Cabral and João P. Costeira and Fernando {De la Torre} and Alexandre Bernardino and Gustavo Carneiro},
title = {Time and order estimation of paintings based on visual features and expert priors},
booktitle = {SPIE Electronic Imaging, Computer Vision and Image Analysis of Art II},
year = {2011},
}
@inproceedings{RoigBDSV11,
author = {Gemma Roig and Xavier Boix and Fernando {De la Torre} and Joan Serrat and Carles Vilella},
title = {Hierarchical CRF with Product Label Spaces for Parts-based Models},
booktitle = {IEEE International Conference on Automatic Face and Gesture Recognition (FG)},
year = {2011},
}
@inproceedings{ChenD11,
author = {Ying Chen and Fernando {De la Torre}},
title = {Active Conditional Models},
booktitle = {IEEE International Conference on Automatic Face and Gesture Recognition (FG)},
year = {2011},
}
@inproceedings{TianSBDL10,
author = {Yan Tian and Leonid Sigal and Hernan Badino and Fernando {De la Torre} and Yong Liu},
title = {Latent Gaussian Mixture Regression for Human Pose Estimation},
booktitle = {Asian Conference on Computer Vision (ACCV)},
month = {Novemeber},
year = {2010},
}
@inproceedings{KimZDZ10,
author = {Minyoung Kim and Zengyin Zhang and Fernando {De la Torre} and Wende Zhang},
title = {Subspace Regression: Predicting a Subspace from One Sample},
booktitle = {Asian Conference on Computer Vision (ACCV)},
month = {Novemeber},
year = {2010},
}
@inproceedings{LiuZLDL10,
author = {Yang Liu and Feng Zhou and Wei Liu and Fernando {De la Torre} and Yan Liu},
title = {Unsupervised Summarization of Rushes Videos},
booktitle = {ACM Multimedia (MM)},
month = {October},
year = {2010},
}
@inproceedings{ZhangKDZ10,
author = {Zengyin Zhang and Minyoung Kim and Fernando {De la Torre} and Wende Zhang},
title = {A Real-time System for Head Tracking and Pose Estimation},
booktitle = {Workshop on Signal, Gesture and Activity. In conjunction with ECCV 2010},
month = {September},
year = {2010},
}
@article{ThurstonHMD10,
author = {Rebecca C. Thurston and Javier Hernandez Rivera and Jose Maria Del Rio and Fernando {De la Torre}},
title = {Support Vector Machines to improve physiologic hot flash measures: Application to the ambulatory setting},
journal = {Psychophysiology},
publisher = {Blackwell Publishing Inc},
year = {2010},
pages = {1--7},
}
@inproceedings{ParkSMS10,
author = {Hyun Soo Park and Takaaki Shiratori and Iain Matthews and Yaser Sheikh},
title = {3D Reconstruction of a Moving Point from a Series of 2D Projections},
booktitle = {European Conference on Computer Vision (ECCV)},
year = {2010},
}
@inproceedings{HuangD10,
author = {Dong Huang and Fernando {De la Torre}},
title = {Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis},
booktitle = {European Conference on Computer Vision (ECCV)},
month = {September},
year = {2010},
}
@article{ShiNBFFDSSAEKK10,
author = {Yuan Shi and Minh Hoai Nguyen and Patrick Blitz and Brian French and Scott Fisk and Fernando {De la Torre} and Asim Smailagic and Daniel P. Siewiorek and Mustafa al' Absi and Emre Ertin and Thomas Kamarck and Santosh Kumar},
title = {Personalized Stress Detection from Physiological Measurements},
journal = {International Symposium on Quality of Life Technology},
year = {2010},
}
@article{ShiCDW10,
author = {Yuan Shi and Caikou Chen and Fernando {De la Torre} and Howard Wactlar},
title = {Coupled State-Space Models for Monitoring Nursing Home Resident Activity},
journal = {International Symposium on Quality of Life Technology},
year = {2010},
}
@inproceedings{IgualD10,
author = {L. Igual and Fernando {De la Torre}},
title = {Continuous Procrustes Analysis to Learn 2D Shape Models from 3D Objects},
booktitle = {3rd Workshop on Non-Rigid Shape and Deformable Image Alignment in conjunction with CVPR},
year = {2010},
}
@inproceedings{KimD10,
author = {Minyoung Kim and Fernando {De la Torre}},
title = {Local Minima Embedding},
booktitle = {International Conference on Machine Learning (ICML)},
year = {2010},
}
@inproceedings{KimD10b,
author = {Minyoung Kim and Fernando {De la Torre}},
title = {Gaussian Processes Multiple-Instance Learning},
booktitle = {International Conference on Machine Learning (ICML)},
year = {2010},
}
@techreport{ZhouDCS10,
author = {Feng Zhou and Fernando {De la Torre} and Jeffrey F. Cohn and Tomas Simon},
title = {Unsupervised Discovery of Facial Events},
institution = {TR-10-10. CMU May},
year = {2010},
}
@inproceedings{ZhouDC10,
author = {Feng Zhou and Fernando {De la Torre} and Jeffrey F. Cohn},
title = {Unsupervised Discovery of Facial Events},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2010}
}
@inproceedings{SimonNDC10,
author = {Tomas Simon and Minh Hoai Nguyen and Fernando {De la Torre} and Jeffrey F. Cohn},
title = {Action Unit Detection with Segment-based SVMs},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2010},
}
@inproceedings{AbouDF10,
author = {Karim T. Abou-Moustafa and Fernando {De la Torre} and Frank P. Ferrie},
title = {Pareto Discriminant Analysis},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2010}
}
@article{GonzalezDGZ10,
author = {Jose Gonzalez-Mora and Fernando {De la Torre} and Nicolas Guil and Emilio L. Zapata},
title = {Learning a generic 3D face model from 2D image databases using incremental structure from motion},
journal = {Image and Vision Computing},
year = {2010},
pages = {1117--1129},
}
@inproceedings{ZhouD09,
author = {Feng Zhou and Fernando {De la Torre}},
title = {Canonical Time Warping for Alignment of Human Behavior},
booktitle = {Advances in Neural Information Processing Systems Conference (NIPS)},
month = {December},
year = {2009},
}
@inproceedings{BrunetPD09,
author = {Nuria Brunet and Francisco Perez and Fernando {De la Torre}},
title = {Learning Good Features for Active Shape Models},
booktitle = {2nd IEEE International Workshop on Subspace Methods in conjunction with ICCV2009},
month = {September},
year = {2009}}
}
@inproceedings{RoigBD09,
author = {Gemma Roig and Xavier Boix and Fernando {De la Torre}},
title = {Optimal Feature Selection for Subspace Image Matching},
booktitle = {2nd IEEE International Workshop on Subspace Methods in conjunction with ICCV2009},
month = {September},
year = {2009}}
}
@inproceedings{RyanCLSLDR09,
author = {Andrew Ryan and Jeffery F. Cohn and Simon Lucey and Jason Saragih and Patrick Lucey and Fernando {De la Torre} and Adam Ross},
title = {Automated Facial Expression Recognition System},
booktitle = {IEEE International Carnahan Conference on Security Technology},
year = {2009},
month = {October},
}
@inproceedings{CohnKMYNPZD09,
author = {Jeffery F. Cohn and Tomas Simon Kruez and Iain Matthews and Ying Yang and Minh Hoai Nguyen and Margara Tejera Padilla and Feng Zhou and Fernando {De la Torre}},
title = {Detecting Depression from Facial Actions and Vocal Prosody},
booktitle = {Affective Computing and Intelligent Interaction (ACII)},
month = {September},
year = {2009},
}
@inproceedings{ZhuDCZ09,
author = {Yunfeng Zhu and Fernando {De la Torre} and Jeffery F. Cohn and Yu-Jin Zhang},
title = {Dynamic Cascades with Bidirectional Bootstrapping for Spontaneous Facial Action Unit Detection},
booktitle = {Affective Computing and Intelligent Interaction (ACII)},
month = {September},
year = {2009},
}
@inproceedings{SpriggsDH09,
author = {Ekaterina H. (Spriggs) Taralova and Fernando {De la Torre} and Martial Hebert},
title = {Temporal Segmentation and Activity Classification from First-person Sensing},
booktitle = {IEEE Workshop on Egocentric Vision, in conjunction with CVPR 2009},
month = {June},
year = {2009},
}
@inproceedings{GonzalezGZD09,
author = {Jose Gonzalez-Mora and Nicolas Guil and Emilio L. Zapata and Fernando {De la Torre}},
title = {Efficient Image Alignment using Linear Appearance Models},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},
month = {June},
year = {2009},
}
@inproceedings{DeLaTorreHMV09,
author = {Fernando {De la Torre} and Jessica K. Hodgins and Javier Montano and Sergio Valcarcel},
title = {Detailed Human Data Acquisition of Kitchen Activities: the CMU-Multimodal Activity Database (CMU-MMAC)},
booktitle = {Workshop on Developing Shared Home Behavior Datasets to Advance HCI and Ubiquitous Computing Research, in conjuction with CHI 2009},
year = {2009}
}
@inbook{GrossSCDB09,
author = {Ralph Gross and Latanya Sweeney and Jeffery F. Cohn and Fernando {De la Torre} and Simon Baker},
chapter = {Face De-identification},
title = {Protecting Privacy in Video Surveillance},
year = {2009},
pages = {129--146},
isbn = {978-1-84882-300-6},
publisher = {Springer Publishing Company, Incorporated},
}
@article{MelenchonMDM09,
author = {Javier Melenchon and Elisa Martinez and Fernando {De la Torre} and Jose A. Montero},
title = {Emphatic Visual Speech Synthesis},
journal = {IEEE Transactions on Audio, Speech, and Language Processing},
year = {2009},
month = {March},
volume = {17},
number = {3},
pages = {459--468},
}
@inbook{DeLaTorreK09,
author = {Fernando {De la Torre} and Takeo Kanade},
chapter = {Discriminative Cluster Analysis},
title = {Theory and Novel Applications of Machine Learning. M. Er and Y. Zhou (Eds)},
year = {2009},
}
@article{ThurstonMHD09,
author = {Rebecca C. Thurston and Karen A. Matthews and Javier Hernandez and Fernando {De la Torre}},
title = {Improving the Performance of Physiologic Hot Flash Measures with Support Vector Machines},
journal = {International Journal of the Society for Psychophysiological Research (SPR)},
month = {January},
year = {2009},
volume = {46},
pages = {285--292},
}
@inproceedings{ZhouDH08,
author = {Feng Zhou and Fernando {De la Torre} and Jessica K. Hodgins},
title = {Aligned Cluster Analysis for Temporal Segmentation of Human Motion},
booktitle = {IEEE Conference on Automatic Face and Gestures Recognition (FG)},
month = {September},
year = {2008},
}
@inproceedings{GrossSCDB08,
author = {Ralph Gross and Latanya Sweeney and Fernando {De la Torre} and Simon Baker},
title = {Semi-Supervised Learning of Multi-Factor Models for Face De-Identification},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},
month = {June},
year = {2008},
}
@inproceedings{CaberoDAS08,
author = {Jose Maria Cabero and Fernando {De la Torre} and Galder Unibaso and Aritz Sanchez},
title = {Tracking Algorithms Based on Dynamics of Individuals and MultiDimensional Scaling},
booktitle = {IEEE International Symposium on Wireless Pervasive Computing},
month = {May},
year = {2008},
}
@techreport{DelaTorreHMV08,
author = {Fernando {De la Torre} and Jessica K. Hodgins and Javier Montano and Sergio Valcarcel},
title = {Detailed Human Data Acquisition of Kitchen Activities: the CMU-Multimodal Activity Database (CMU-MMAC)},
institution = {RI-TR-08-22h, CMU},
year = {2008}
}