BibTeX

@inproceedings{Vongkulbhisal2017discriminative,
  author  = {J. Vongkulbhisal, F.{De la Torre}, J. Paulo Costeira},
  title   = {Discriminative Optimization: Theory and Applications to Point Cloud Registration},
  booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year    = {2017}
}
@inproceedings{murdock2017aca,
  author  = {Calvin Murdock and Fernando {De la Torre}},
  title   = {Additive Component Analysis},
  booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year    = {2017}
}
@inproceedings{zhao2015joint,
    author    = {K. Zhao, W.-S Chu, F. {De la Torre}, J. F. Cohn, H. Zhang},
    title     = {Joint patch and multi-label learning for facial action unit detection},
    booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
    year      = {2016}
    number    = 8,
    pages     = {3931-3946},
    vol       = 25
}
 
@inproceedings{ding2016cascade,
    author    = {X. Ding, W.-S. Chu, F. {De la Torre}, J. F. Cohn, Q. Wang},
    title     = {Cascade of Tasks for Facial Expression Analysis},
    booktitle = {Image and Vision Computing},
    year      = {2016}
}
 
@inproceedings{chu2016selective,
    author    = {W.-S. Chu, F. {De la Torre}, J. F. Cohn},
    title     = {Selective Transfer Machine for Personalized Facial Expression Analysis},
    booktitle = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    year      = {2016}
}
 
@inproceedings{vongkulbhisal2016motion,
    author    = {J. Vongkulbhisal and R. Cabral and F. {De la Torre} and J. Paulo Costeira},
    title     = {Motion from Structure (MfS): Searching for 3D Objects in Cluttered Point Trajectories},
    booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    year      = {2016}
}
 
@techreport{zhao2016feature,
    author    = {J. Zhao and L. Wang and R. Cabral and F. {De la Torre}},
    title     = {Feature and Region Selection for Visual Learning},
    journal   = {IEEE Transactions on image processing},
    doi       = {10.1109/TIP.2016.2514503},
    year      = {2016},
    number    = 3,
    pages     = {1084-1094},
    vol       = 25
}
 
@article{zhou2016spatio,
    author        = {F. Zhou and F. {De la Torre}},
    title         = {Spatio-temporal Matching for Human Pose Estimation in Video},
    journal       = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    year      	  = {2016}
}
@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{Girard15FG,
Oct 20, 2015
    title = {How much training data for facial action unit detection?},
    year = {2015},
    booktitle = {2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG)},
    shortbooktitle={FG}
}
    @techreport{De_la_Torre_Frade_2008_6086,
    author = "Fernando {De la Torre Frade}",
    title = "A Least-Squares Unified View of PCA, LDA, CCA and Spectral Graph Methods",
    booktitle = "",
    institution = "Robotics Institute",
    month = "May",
    year = "2008",
    number= "CMU-RI-TR-08-29",
    address= "Pittsburgh, PA",
    Notes = "projects associated component analysis for data processing."
}
@article{Nguyen-DelaTorre-IJCV10, 
    Author = {Minh Hoai Nguyen and Fernando {De la Torre}}, 
    Journal = {International Journal of Computer Vision}, 
    Title = {Metric Learning for Image Alignment}, 
    Volume = {88}, 
    Number = {1}, 
    Pages = {69--84}, 
    Year = {2010}
} 
@article{ZhouD15,
  author        = {F. Zhou and F. {De la Torre}},
  title         = {Spatio-temporal Matching for Human Pose Estimation in Video},
  journal       = PAMI,
  note          = {Under review with minor revision}
}
@inproceedings{murock2015semantic,
  author  = {Calvin Murdock and Fernando {De la Torre}},
  title   = {Semantic Component Analysis},
  booktitle = {International Conference on Computer Vision},
  year    = {2015}
}
@inproceedings{zeng2015confident,
  author  = {Jiabei Zeng Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, and Zhang Xiong},
  title   = {Confidence Preserving Machine for Facial Action Unit Detection},
  booktitle = {International Conference on Computer Vision},
  year    = {2015}
}
@inproceedings{chu2015unsupervised,
  author  = {W.-S. Chu and J. Zeng and F. {De la Torre} and Jeffrey F. Cohn and Daniel Messinger},
  title   = {Unsupervised Synchrony Discovery in Human Interaction},
  booktitle = {International Conference on Computer Vision},
  year    = {2015}
}
@article{HuangCD15,
  author  = {D. Huang and R. Cabral and F. {De la Torre}},
  title   = {Robust Regression},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)},
  year    = {2015}
}
@article{assessment2015carlson,
  author  = {J. N. Carlson and S. Das and S. Spring and A. Frisch and F. De la Torre and J. Hodgins},
  title   = {Assessment of Movement Patterns during Intubation between Novice and Experienced Providers Using Mobile Sensors: A Preliminary, Proof of Concept Study},
  journal = {BioMed Research International},
  year    = {2015}
}
@inproceedings{girard2015fg,
  author  = {J. M. Girard1, J. F. Cohn, Laszlo A. Jeni, S. Lucey, and F. {De la Torre}},
  title   = {How much training data for facial action unit detection?},
  booktitle = {Automatic Face and Gesture Recognition},
  year    = {2015}
}
@inproceedings{intraface2015torre,
  author  = {F. {De la Torre} and W.-S. Chu and X. Xiong and F. Vicente and X. Ding and J. F. Cohn},
  title   = {IntraFace},
  booktitle = {Automatic Face and Gesture Recognition},
  year    = {2015}
}
@inproceedings{jpml2015zhao,
  author  = {K. Zhao and W.-S. Chu and F. De la Torre and J. F. Cohn and H. Zhang},
  title   = {Joint Patch and Multi-Label Learning for Facial Action Unit Detection},
  booktitle = {CVPR},
  year    = {2015}
}
@inproceedings{global2015xiong,
  author  = {X. Xiong and F. De la Torre},
  title   = {Global Supervised Descent Method},
  booktitle = {CVPR},
  year    = {2015}
}
@article{zhou2016generalized,
  author  = {F. Zhou and F. {De la Torre}},
  title   = {Generalized Canonical Time Warping},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year    = {2016}
}
@article{Girard2014prl,
   author  = {Girard, Jeffrey M and Cohn, Jeffrey F and {De la Torre}, Fernando},
   doi     = {10.1016/j.patrec.2014.10.004},
   journal = {Pattern Recognition Letters},
   title   = {Estimating smile intensity: A better way},
   year    = {2014}
}
@article{Hoai-etal-PR14, 
	Author = {Minh Hoai and Lorenzo Torresani and Fernando {De la Torre} and Carsten Rother}, 
	Journal = {Pattern Recognition}, 
	Number = {3}, 
	Pages = {1523--1534}, 
	Title = {Learning Discriminative Localization from Weakly Labeled Data}, 
	Volume = {47}, 
	Year = {2014}
} 
@article{Girard2014f,
   author  = {Girard, Jeffrey M and Cohn, Jeffrey F and Jeni, Laszlo A and Sayette, Michael A and {De la Torre}, Fernando},
   journal = {Behavior Research Methods},
   title   = {{Spontaneous facial expression in unscripted social interactions can be measured automatically}},
   year    = {2014}
}
@inproceedings{CabralICIP2014,
   title     = {Optimal No-intersection Multi-label Binary Localization for Time Series using Totally Unimodular Linear Programming},
   author    = {Ricardo Cabral, Joao Costeira, Alexandre Bernardino and Fernando {De la Torre}},
   booktitle = {ICIP},
   year      = {2014},
}
@article{karim2014pareto,
   author    = {K. T. Abou--Moustafa and F. {De La Torre} and F. P. Ferrie},
   title     = {Pareto Models for Multiclass Discriminative Linear Dimensionality Reduction},
   journal   = {Pattern Recognition},
   volume    = {},
   pages     = {},
   year      = {2014}
}
@inproceedings{AdeliMosabbebCDF14,
   author    = {Ehsan {Adeli Mosabbeb} and Ricardo Cabral and Fernando {De la Torre} and Mahmood Fathy},
   title     = {Multi-label Discriminative Weakly-Supervised Human Activity Recognition and Localizatio},
   booktitle = {Asian Conference on Computer Vision (ACCV)},
   year      = {2014}
}
@incollection{jeni2013facing,
   title     = {Facing Imbalanced Data--Recommendations for the Use of Performance Metrics},
   author    = {Jeni, L{\'a}szl{\'o} A and Cohn, Jeffrey F and {De La Torre}, Fernando},
   booktitle = {Affective Computing and Intelligent Interaction (ACII)}
   year      = {2013}
}
@incollection{sharma2014spark,
   title     = {SPARK: Personalized Parkinson Disease Interventions through Synergy between a Smartphone and a Smartwatch},
   author    = {Sharma, Vinod and Mankodiya, Kunal and {De La Torre}, Fernando and Zhang, Ada and Ryan, Neal and Ton, Thanh GN and Gandhi, Rajeev and Jain, Samay},
   booktitle = {Design, User Experience, and Usability. User Experience Design for Everyday Life Applications and Services},
   pages     = {103--114},
   year      = {2014}
}
@article{frisch2014analysis,
   title     = {Analysis of smart phone video footage classifies chest compression rate during simulated CPR},
   author    = {Frisch, Adam and Das, Samarjit and Reynolds, Joshua C and {De la Torre}, Fernando and Hodgins, Jessica K and Carlson, Jestin N},
   journal   = {The American Journal of Emergency Medicine},
   year      = {2014}
}
@inbook{CohnD14,
   author    = {Jeffrey F. Cohn and Fernando {De la Torre}},
   chapter   = {Automated Face Analysis for Affective Computing},
   title     = {The Oxford Handbook of Affective Computing},
   year      = {2014},
}
@inproceedings{PerezDIEA14,
   author    = {X. Perez-Sala and F. {De la Torre} and L. Igual and S. Escalera, and C. Angulo},
   title     = {Subspace Procrustes Analysis},
   booktitle = {ECCV Workshop on ChaLearn Looking at People},
   year      = {2014},
}
@article{CabralDCB14,
   author    = {Ricardo S. Cabral and Fernando {De la Torre} and João P. Costeira and Alexandre Bernardino},
   title     = {Matrix Completion for Weakly-supervised Multi-label Image Classification},
   journal   = {IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI)},
   year      = {2014},
}
@techreport{ZhaoWCD14,
   author    = {J. Zhao and L. Wang and R. Cabral and F. {De la Torre}},
   title     = {Feature and Region Selection for Visual Learning},
   institution       = {TR-14-12. CMU},
   year      = {2014},
}
 
@inproceedings{TaralovaDH14,
   author    = {E. Taralova and Fernando {De la Torre} and Martial Hebert},
   title     = {Motion Words for Video},
   booktitle = {European Conference on Computer Vision (ECCV)},
   year      = {2014},
}
 
@inproceedings{HuangWYD14,
   author    = {D. Huang and Yi Wang and S. Yao and F. {De la Torre}},
   title     = {Sequential Max-Margin Event Detectors},
   booktitle = {European Conference on Computer Vision (ECCV)},
   year      = {2014},
}
 
@inproceedings{ZhouD14,
   author    = {Feng Zhou and Fernando {De la Torre}},
   title     = {Spatio-temporal Matching for Human Detection in Video},
   booktitle = {European Conference on Computer Vision (ECCV)},
   year      = {2014},
}
 
@inproceedings{ZhuHDL14,
   author    = {Y. Zhu and D. Huang and F. {De la Torre} and S. Lucey},
   title     = {Complex Non-Rigid Motion 3D Reconstruction by Union of Subspaces},
   booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
   year      = {2014},
}
 
@incollection{HoaiD14b,
   author    = {Minh Hoai and Fernando {De la Torre}},
   title     = {Structured Prediction for Event Detection},
   booktitle = {Advanced Structured Prediction},
   publisher = {MIT Press, Cambridge, MA, USA},
   editor    = {S. Nowozin and P. Gehler and J. Jancsary and C. Lampert},
   year      = {2014},
}
 
@article{HoaiD14,
   author    = {Minh Hoai and Fernando {De la Torre}},
   title     = {Max-Margin Early Event Detectors},
   journal   = {International Journal of Computer Vision (IJCV)},
   year      = {2014},
   volume    = {107},
   number    = {2},
   pages     = {191-202},
}
 
@inproceedings{CabralDCB13,
    author    = {R. Cabral and F. {De la Torre} and J. P. Costeira and A. Bernardino},
    title     = {Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-rank Matrix Decomposition},
    booktitle = {International Conference on Computer Vision (ICCV)},
    year      = {2013},
}
 
@inproceedings{MengD13,
    author    = {D. Meng and F. {De la Torre}},
    title     = {Robust Matrix Factorization with Unknown Noise},
    booktitle = {International Conference on Computer Vision (ICCV)},
    year      = {2013},
}
 
@inproceedings{DingCTCW13,
    author    = {X. Ding, W.-S. Chu, F. {De la Torre}, J. F. Cohn, and Q. Wang},
    title     = {Facial Action Unit Event Detection by Cascade of Tasks},
    booktitle = {International Conference on Computer Vision (ICCV)},
    year      = {2013},
}
 
@inproceedings{Jeni13ACII,
    author    = {L{\'a}szl{\'o} A. Jeni and Jeffrey F. Cohn and Fernando {De La Torre}},
    title     = {Facing Imbalanced Data--Recommendations for the Use of Performance Metrics},
    year      = {2013},
    booktitle = {2013 Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII)},
    shortbooktitle = {ACII},
    poster    = {http://www.pitt.edu/~jeffcohn/skew/ACII_Poster.pdf},
    code      = {https://github.com/laszlojeni/skew}
}
 
@inproceedings{TenorthDB13,
    author    = {Moritz Tenorth and Fernando {De la Torre} and Michael Beetz},
    title     = {Learning Probability Distributions over Partially-Ordered Human Everyday Activities},
    booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
    year      = {2013},
}
 
@article{KimD13,
   author    = {M. Kim and Fernando {De la Torre}},
   title     = {Multiple Instance Learning via Gaussian Processes},
   journal   = {Data Mining and Knowledge Discovery (DMKD)},
   year      = {2013},
}
 
@inproceedings{XiongD13,
   author    = {Xuehan Xiong and Fernando {De la Torre}},
   title     = {Supervised Descent Method and its Applications 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{huang2016robust,
   author    = {Dong Huang and Ricardo Silveira Cabral and Fernando {De la Torre}},
   title     = {Robust Regression},
   booktitle = {European Conference on Computer Vision (ECCV)
   year      = {2016},
   number    = 2,
   pages     = {363-375},
   vol       = 38
}
 
@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}
}