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2024

Domain Gap Embeddings for Generative Dataset Augmentation

by

Yinong Oliver Wang*, Younjoon Chung*, Chen Henry Wu, Fernando De la Torre

Published by

Conference on Computer Vision and Pattern Recognition (CVPR), 2024

[Camera-ready]Domain_Dataset_Synthesis.pdf

D³GU: Multi-target Active Domain Adaptation via Enhancing Domain Alignment

by

Lin Zhang, Linghan Xu, Saman Motamed, Shayok Chakraborty, Fernando de la Torre

Published by

Winter Conference on Applications of Computer Vision (WACV), 2024

Multi-target Active Domain Adaptation via Enhancing Domain Alignment.pdf

A Sequential Learning-based Approach for Monocular Human Performance Capture

by

Jianchun Chen, Jayakorn Vongkulbhisal and Fernando De La Torre

Published by

Winter Conference on Applications of Computer Vision (WACV), 2024

A Sequential Learning-based Approach for Monocular Human Performance Capture.pdf

Exploring the Impact of Rendering Method and Motion Quality on Model Performance when Using a Multi-view Synthetic Data for Action Recognition

by

Stanislav Panev, Emily Kim, Sai Abhishek Siddhartha Namburu, Desislava Nikolova, Celso de Melo, Fernando de la Torre, Jessica Hodgins

Published by

Winter Conference on Applications of Computer Vision (WACV), 2024

REMAG.pdf

REMAG-SuppMat.pdf

Towards Realistic Generative 3D Face Models

by

Aashish Rai, Hiresh Gupta*, Ayush Pandey*, Francisco Vicente Carrasco, Shingo Jason Takagi, Amaury Aubel, Daeil Kim, Aayush Prakash, Fernando De la Torre

Published by

Winter Conference on Applications of Computer Vision (WACV), 2024

Towards Realistic Generative 3D Face Models.pdf

MotionGPT: Human Motion Synthesis with Improved Diversity and Realism via GPT-3 Prompting

by

Jose Ribeiro-Gomes, Tianhui Cai, Zoltán Milacski, Chen Henry Wu, Aayush Prakash, Shingo Takagi, Amaury Aubel, Daeil Kim, Alexandre Bernardino, Fernando de la Torre

Published by

Winter Conference on Applications of Computer Vision (WACV), 2024

MotionGPT Human Motion Synthesis.pdf

Personalized Face Inpainting with Diffusion Models by Parallel Visual Attention

by

Jianjin Xu, Saman Motamed, Praneetha Vaddamanu, Chen Henry Wu, Christian Haene, Jean-Charles Bazin, Fernando de la Torre

Published by

Winter Conference on Applications of Computer Vision (WACV), 2024

Personalized_Face_Inpainting_with_Diffusion_Models_by_Parallel_Visual_Attention.pdf

supp Personalized Face Inpainting with Diffusion Models by Parallel Visual Attention.pdf

2023

http://humansensing.cs.cmu.edu/sites/default/files/Data-Free%20Class-Incremental%20Hand%20Gesture%20Recognition_0.pdf

Data-Free Class-Incremental Hand Gesture Recognition

by

S. Aich, J. Ruiz-Santaquiteria, Z. Lu, P. Garg, K J Joseph, A. Fernandez, V. N. Balasubramanian, K. Kin, C. Wan, N. C. Camgoz, S. Ma, F. De la Torre

Published by

International Conference on Computer Vision (ICCV), 2023

Data-Free Class-Incremental Hand Gesture Recognition.pdf

Link software:

https://github.com/humansensinglab/dfcil-hgr

http://humansensing.cs.cmu.edu/sites/default/files/CycleDiffusion_ICCV.pdf

A Latent Space of Stochastic Diffusion Models for Zero-Shot Image Editing and Guidance

by

Chen Henry Wu, Fernando De la Torre

Published by

International Conference on Computer Vision (ICCV), 2023

CycleDiffusion_ICCV.pdf

Link software:

https://github.com/humansensinglab/cycle-diffusion

http://humansensing.cs.cmu.edu/sites/default/files/PATMAT_ICCV_camera_ready%20%285%29.pdf

PATMAT: Person Aware Tuning of Mask Aware Transformer for Face Inpainting

by

Saman Motamed, Jianjin Xu, Chen Henry Wu, Christian Häne, Jean-Charles Bazin, Fernando De la Torre

Published by

International Conference on Computer Vision (ICCV), 2023

PATMAT_ICCV_camera_ready (5).pdf

Link software:

https://github.com/humansensinglab/PATMAT

http://humansensing.cs.cmu.edu/sites/default/files/Inclusive_Generative_Models_ICCV23%20-%202023-09-17T160624.049.pdf

ITI-GEN: Inclusive Text-to-Image Generation

by

Cheng Zhang, Xuanbai Chen, Siqi Chai, Chen Henry Wu, Dimitry Lagun, Thabo Beeler, Fernando De la Torre

Published by

International Conference on Computer Vision (ICCV), 2023

Inclusive_Generative_Models_ICCV23 - 2023-09-17T160624.049.pdf

Link software:

https://github.com/humansensinglab/ITI-GEN

http://humansensing.cs.cmu.edu/sites/default/files/ZOOM.pdf

Zero-shot Model Diagnosis (ZOOM)

by

Jinqi Luo*, Zhaoning Wang*, Chen Henry Wu, Dong Huang, Fernando De La Torre

Published by

Conference on Computer Vision and Pattern Recognition (CVPR), 2023

ZOOM.pdf

Link software:

https://github.com/humansensinglab/ZOOM

2022

http://humansensing.cs.cmu.edu/sites/default/files/DensePoseWifi.pdf

DensePose From WiFi

by

Jiaqi Geng, Dong Huang, Fernando De la Torre

Published by

Arxiv, December 2022

DensePoseWifi.pdf

Link software:

http://humansensing.cs.cmu.edu/sites/default/files/Generative_Visual%20Prompt-Unifying_Distributional_Control_of_Pre-Trained_Generative_Models.pdf

Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models

by

C. Henry Wu, S. Motamed, S. Srivastava, F. De la Torre

Published by

36th Conference on Neural Information Processing Systems (NeurIPS), 2022

Generative_Visual Prompt-Unifying_Distributional_Control_of_Pre-Trained_Generative_Models.pdf

Link software:

https://github.com/ChenWu98/Generative-Visual-Prompt

http://humansensing.cs.cmu.edu/sites/default/files/Controllable_3D_Generative_Adversarial_Face_Model_via_Disentangling_Shape_and_Appearance.pdf

Controllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance

by

F. Teherkhani, A. Rai*, S. Srivastava*, Q. Gao*, X. Chen, F. De la Torre, S. Song, A. Prakash, D. Kim

Published by

Winter Conference on Applications of Computer Vision (WACV), 2022

Controllable_3D_Generative_Adversarial_Face_Model_via_Disentangling_Shape_and_Appearance.pdf

Link software:

https://github.com/aashishrai3799/3DFaceCAM/

http://humansensing.cs.cmu.edu/sites/default/files/Robust_Egocentric_Photo-realistic_Facial_Expression_Transfer_for_Virtual_Reality.pdf

Robust Egocentric Photo-realistic Facial Expression Transfer for Virtual Reality

by

A.Jourabloo, B. Gecer, F. De la Torre, J. Saragih, S.Wei, S. Lombardi, T. Wang, D. Belko, A. Trimble, H. Badino

Published by

Conference on Computer Vision and Pattern Recognition (CVPR), 2022

Robust_Egocentric_Photo-realistic_Facial_Expression_Transfer_for_Virtual_Reality.pdf

Link software:

2021

http://humansensing.cs.cmu.edu/sites/default/files/Real-time_3D_Neural_Facial_Animation_from_Binocular_Video.pdf

Real-time 3D neural facial animation from binocular video

by

C. Cao, V. Agrawal, F. De la Torre, L. Chen, J. Saragih, T. Simon, Y. Sheikh

Published by

ACM Transactions on Graphics (TOG) , 40 (4), 1-17, 2021

Real-time_3D_Neural_Facial_Animation_from_Binocular_Video.pdf

http://humansensing.cs.cmu.edu/sites/default/files/3D_Human_Shape_and_Pose_0.pdf

3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning

by

X. Xu, H. Chen, F. Moreno-Noguer, L. Jeni, F. De la Torre

Published by

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021

3D_Human_Shape_and_Pose.pdf

http://humansensing.cs.cmu.edu/sites/default/files/richard_meshtalk.pdf

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

by

A. Richard, M. Zollhoefer, Y. Wen, F. De la Torre, Y. Sheikh

Published by

International Conference on Computer Vision (ICCV), 2021

richard_meshtalk.pdf

http://humansensing.cs.cmu.edu/sites/default/files/richard_implicit_hrtf.pdf

Implicit hrtf modeling using temporal convolutional networks

by

ID. Gebru, D. Markovic, A. Richard, S. Krenn, G. Butler, F. De la Torre, and Y. Sheikh

Published by

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2021

richard_implicit_hrtf.pdf

http://humansensing.cs.cmu.edu/sites/default/files/Neural_Synthesis_of_Binarural_Speech_from_Mono_Audio.pdf

Neural Synthesis of Binaural Speech From Mono Audio

by

A. Richard, D. Markovic, ID. Gebru, S. Krenn, G. Butler, F. De la Torre, and Y. Sheikh

Published by

International Conference on Learning Representations (ICLR) , 2021

Neural_Synthesis_of_Binarural_Speech_from_Mono_Audio.pdf

ICLR Best Paper Award

http://humansensing.cs.cmu.edu/sites/default/files/High-Fidelity_Face_Tracking_for_ARVR_via_Deep_Lighting_Adaptation_CVPR_2021_paper_1.pdf

High-fidelity Face Tracking for AR/VR via Deep Lighting Adaptation

by

L. Chen, C. Cao, F. De la Torre, J. Saragih, and Y. Sheikh

Published by

IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) , 2021

High-Fidelity_Face_Tracking_for_ARVR_via_Deep_Lighting_Adaptation_CVPR_2021_paper.pdf

http://humansensing.cs.cmu.edu/sites/default/files/Pixel_Codec_Avatars.pdf

Pixel Codec Avatars

by

S. Ma, T. Simon, J. Saragih, D. Wang, Y. Li, F. De La Torre, and Y. Sheikh

Published by

IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) , 2021

Pixel_Codec_Avatars.pdf

2020

http://humansensing.cs.cmu.edu/sites/default/files/2011.01519.pdf

SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera

by

D. Tome, T. Alldieck, P. Peluse, G. Pons-Moll, H. Badino, F. de la Torre

Published by

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020

2011.01519.pdf

http://humansensing.cs.cmu.edu/sites/default/files/Audio-_and_Gaze-driven_Facial_Animation_of_Codec_Avatars.pdf

Audio-and gaze-driven facial animation of codec avatars

by

A. Richard, C. Lea, S. Ma, J. Gall, F. de la Torre, and Y. Sheikh

Published by

Winter Conference on Applications of Computer Vision , 2020

Audio-_and_Gaze-driven_Facial_Animation_of_Codec_Avatars.pdf

http://humansensing.cs.cmu.edu/sites/default/files/Comparing_laboratory_and_in-the-wild_data_for_continuous_Parkinsons_Disease_tremor_detection.pdf

Comparing laboratory and in-the-wild data for continuous Parkinson â€™s Disease tremor detection

by

A. Zhang, F. De la Torre, and J. Hodgins

Published by

International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS) , 2020

Comparing_laboratory_and_in-the-wild_data_for_continuous_Parkinsons_Disease_tremor_detection.pdf

http://humansensing.cs.cmu.edu/sites/default/files/3D_Human_Shape_and_Pose.pdf

3d human shape and pose from a single low-resolution image with self-supervised learning

by

X. Xu, H. Chen, F. Moreno-Noguer, LA Jeni, and F. De la Torre

Published by

European Conference on Computer Vision (ECCV) , 2020

3D_Human_Shape_and_Pose.pdf

http://humansensing.cs.cmu.edu/sites/default/files/Expressive_Telepresence_via_Modular_Codec_Avatars.pdf

Expressive telepresence via modular codec avatars

by

H. Chu, S. Ma, F. De la Torre, S. Fidler, and Y. Sheikh

Published by

European Conference on Computer Vision (ECCV) , 2020

Expressive_Telepresence_via_Modular_Codec_Avatars.pdf

http://humansensing.cs.cmu.edu/sites/default/files/Parkinsons_Disease_Tremor_Detection_in_the_Wild_U.pdf

Parkinson â€™ s Disease Tremor Detection in the Wild Using Wearable Accelerometers

by

R. San-Segundo, A. Zhang, A. Cebulla, S. Panev, G. Tabor, K. Stebbins, R. Massa, A. Whitford, F. De la Torre, and J. Hodgins

Published by

Sensors , 2020

Parkinsons_Disease_Tremor_Detection_in_the_Wild_U.pdf

2019

http://humansensing.cs.cmu.edu/sites/default/files/Weakly-Supervised_Learning_of_Category-Specific_3D_Object_Shapes.pdf

Weakly-Supervised Learning of Category-specific 3D Object Shapes

by

J. Han, Y. Yang, D. Zhang, D. Huang, D. Xu, and F. De La Torre

Published by

Pattern Analysis and Machine Intelligence , 2019

Weakly-Supervised_Learning_of_Category-Specific_3D_Object_Shapes.pdf

http://humansensing.cs.cmu.edu/sites/default/files/Increasing_robustness_in_the_detection_of_freezing.pdf

Increasing robustness in the detection of freezing of gait in Parkinsonâ€™s disease

by

R. San-Segundo, H. Navarro, R. Torres, F. De la Torre, and J. Hodgins

Published by

Electronics , vol. 8, no. 2, 119, January 2019

Increasing_robustness_in_the_detection_of_freezing.pdf

http://humansensing.cs.cmu.edu/sites/default/files/Learning_facial_action_units_with_spatiotemporal_cues_and_multi-label_sampling.pdf

Learning facial action units with spatiotemporal cues and multi-label sampling

by

W. Chu, F. De la Torre, and J. Cohn

Published by

Image and Vision Computing (IVC) , vol. 81, pp. 1-14, January 2019

Learning_facial_action_units_with_spatiotemporal_cues_and_multi-label_sampling.pdf

2018

http://humansensing.cs.cmu.edu/sites/default/files/08338139.pdf

Discriminative Optimization: Theory and Applications to Computer Vision

by

Jayakorn Vongkulbhisal, Fernando De La Torre, Joao Paulo Costeira

Published by

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018

08338139.pdf

http://humansensing.cs.cmu.edu/sites/default/files/Vongkulbhisal_Inverse_Composition_Discriminative_CVPR_2018_paper.pdf

Inverse Composition Discriminative Optimization for Point Cloud Registration

by

Jayakorn Vongkulbhisal, Beñat Irastorza Ugalde, Fernando De la Torre and João P. Costeira

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018

Vongkulbhisal_Inverse_Composition_Discriminative_CVPR_2018_paper.pdf

http://humansensing.cs.cmu.edu/sites/default/files/Road_Curb_Detection_and_Localization.pdf

Road curb detection and localization with monocular forward-view vehicle camera

by

S Panev, F Vicente, F De la Torre, V Prinet

Published by

IEEE Transactions on Intelligent Transportation Systems 20 (9), 3568-3584 , 2018

Road_Curb_Detection_and_Localization.pdf

2017

http://humansensing.cs.cmu.edu/sites/default/files/08237724.pdf

Approximate Grassmannian Intersections: Subspace-Valued Subspace Learning

by

Calvin Murdock, Fernando De la Torre

Published by

International Conference on Computer Vision (ICCV), 2017

08237724.pdf

http://humansensing.cs.cmu.edu/sites/default/files/08099915.pdf

Soft-Margin Mixture of Regressions

by

Dong Huang, Longfei Han, Fernando De la Torre

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017

08099915.pdf

http://humansensing.cs.cmu.edu/sites/default/files/08036782.pdf

Weakly-supervised learning for Parkinson's Disease tremor detection

by

Ada Zhang, Alexander Cebulla, Stanislav Panev, Jessica Hodgins, Fernando De la Torre

Published by

International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

08036782.pdf

http://humansensing.cs.cmu.edu/sites/default/files/Chu2017_Article_ABranch-and-BoundFrameworkForU.pdf

A Branch-and-Bound Framework for Unsupervised Common Event Discovery

by

Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Daniel S. Messinger

Published by

International Journal of Computer Vision (IJCV), vol. 123, issue 3, pp. 372-391, 2017

Chu2017_Article_ABranch-and-BoundFrameworkForU.pdf

http://humansensing.cs.cmu.edu/sites/default/files/07961719.pdf

Learning Spatial and Temporal Cues for Multi-Label Facial Action Unit Detection

by

Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn

Published by

IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2017

07961719.pdf

http://humansensing.cs.cmu.edu/sites/default/files/cvpr2017.JV_.pdf

Discriminative Optimization: Theory and Applications to Point Cloud Registration

by

J. Vongkulbhisal, F. De la Torre, J. Paulo Costeira

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017

cvpr2017.JV_.pdf

http://humansensing.cs.cmu.edu/sites/default/files/cvpr2017aca.pdf

Additive Component Analysis

by

C. Murdock, F. De la Torre

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017

cvpr2017aca.pdf

http://humansensing.cs.cmu.edu/sites/default/files/07442563_0.pdf

Selective Transfer Machine for Personalized Facial Expression Analysis

by

W.-S. Chu, F. De la Torre, J. F. Cohn

Published by

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2017

07442563.pdf

2016

http://humansensing.cs.cmu.edu/sites/default/files/07471506.pdf

Joint Patch and Multi-label Learning for Facial Action Unit and Holistic Expression Recognition

by

K. Zhao, W. -S. Chu, F. De la Torre, J. F. Cohn, H. Zhang

Published by

IEEE Transactions on Image Processing, 2016

07471506.pdf

http://humansensing.cs.cmu.edu/sites/default/files/main.pdf

Cascade of Tasks for facial expression analysis

by

X. Ding, W. Chu, F. De la Torre, J. F. Cohn, and Q. Wang

Published by

Image and Vision Computing (IVC), 2016

main.pdf

http://humansensing.cs.cmu.edu/sites/default/files/paper403.pdf

Motion from Structure (MfS): Searching for 3D Objects in Cluttered Point Trajectories

by

J. Vongkulbhisal and R. Cabral and F. De la Torre and J. Paulo Costeira

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016

paper403.pdf

http://humansensing.cs.cmu.edu/sites/default/files/TIP2514503_0.pdf

Feature and Region Selection for Visual Learning

by

J. Zhao, L. Wang, R. Cabral, and F. De la Torre

Published by

IEEE Transactions on Image Processing, 2016

TIP2514503.pdf

http://humansensing.cs.cmu.edu/sites/default/files/2015_PAMI_STM_0.pdf

Spatio-temporal Matching for Human Pose Estimation in Video

by

F. Zhou and F. De la Torre

Published by

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2016

2015_PAMI_STM.pdf

http://humansensing.cs.cmu.edu/sites/default/files/2015_PAMI_FGM_Draft.pdf

Factorized Graph Matching

by

F. Zhou and F. De la Torre

Published by

IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted for publication at PAMI, to appear 2016

2015_PAMI_FGM_Draft.pdf

http://humansensing.cs.cmu.edu/sites/default/files/PamiRobust.pdf

Robust Regression

by

D. Huang and R. Cabral and F. De la Torre

Published by

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2016

PamiRobust.pdf

http://humansensing.cs.cmu.edu/sites/default/files/07062899.pdf

Generalized Canonical Time Warping

by

F. Zhou, F. De la Torre

Published by

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2016

07062899.pdf

2015

http://humansensing.cs.cmu.edu/sites/default/files/Girard_2015_How.pdf

How much training data for facial action unit detection?

by

J. Girard, J. Cohn, L. Jeni, S. Lucey and F. De La Torre

Published by

IEEE International Conference on Face and Gesture Recognition, 2015

Girard_2015_How.pdf

http://humansensing.cs.cmu.edu/sites/default/files/Murdock_Semantic_Component_Analysis_ICCV_2015_paper.pdf

Semantic Component Analysis

by

C. Murdock and F. De la Torre

Published by

International Conference on Computer Vision (ICCV), 2015

Murdock_Semantic_Component_Analysis_ICCV_2015_paper.pdf

http://humansensing.cs.cmu.edu/sites/default/files/usd_final.pdf

Unsupervised Synchrony Discovery in Human Interaction

by

W.-S. Chu, J. Zeng, F. De la Torre, J. F. Cohn, and D. Messinger

Published by

International Conference on Computer Vision (ICCV), 2015

usd_final.pdf

http://humansensing.cs.cmu.edu/sites/default/files/cpm_final.pdf

Confidence Preserving Machine for Facial Action Unit Detection

by

J. Zeng, W.-S. Chu, F. De la Torre, J. F. Cohn, and Z. Xiong

Published by

International Conference on Computer Vision (ICCV), 2015

cpm_final.pdf

http://humansensing.cs.cmu.edu/sites/default/files/2015biomed.pdf

Assessment of Movement Patterns during Intubation between Novice and Experienced Providers Using Mobile Sensors: A Preliminary, Proof of Concept Study

by

J. N. Carlson, S. Das, S. Spring, A. Frisch, F. De la Torre, and J. Hodgins

Published by

BioMed Research International, 2015

2015biomed.pdf

http://humansensing.cs.cmu.edu/bibtex.html#assessment2015carlson

http://humansensing.cs.cmu.edu/sites/default/files/jpml_final.pdf

Joint Patch and Multi-Label Learning for Facial Action Unit Detection

by

K. Zhao, W.-S. Chu, F. De la Torre, J. Cohn, and H. Zhang

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015

jpml_final.pdf

http://humansensing.cs.cmu.edu/bibtex.html#jpml2015zhao

http://humansensing.cs.cmu.edu/sites/default/files/Xiong_Global_Supervised_Descent_2015_CVPR_paper.pdf

Global Supervised Descent Method

by

X. Xiong and F. De la Torre

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015

Xiong_Global_Supervised_Descent_2015_CVPR_paper.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#global2015xiong

http://humansensing.cs.cmu.edu/sites/default/files/intraface_final.pdf

IntraFace

by

F. De la Torre, W.-S. Chu, X. Xiong, F. Vicente, X. Ding, and J. F. Cohn

Published by

Automatic Face and Gesture Recognition (AFGR), 2015

intraface_final.pdf

http://humansensing.cs.cmu.edu/bibtex.html#intraface2015torre

Best Demo Award

2014

http://humansensing.cs.cmu.edu/sites/default/files/SegSVM_PR14.pdf

Learning discriminative localization from weakly labeled data

by

M. Hoai, L. Torresani, F. De la Torre, C. Rother

Published by

Pattern Recognition, 2014

SegSVM_PR14.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#Hoai-etal-PR14

http://humansensing.cs.cmu.edu/sites/default/files/Girard2014prl.pdf

Estimating smile intensity: A better way

by

Jeffrey M. Girard, Jeffrey F. Cohn and Fernando De la Torre

Published by

Pattern Recognition Letters, 2014

Girard2014prl.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#Girard2014prl

http://humansensing.cs.cmu.edu/sites/default/files/Girard2014behavior.pdf

Spontaneous facial expression in unscripted social interactions can be measured automatically

by

Jeffrey M. Girard, Jeffrey F. Cohn, Laszlo Jeni, Michal A. Sayette and Fernando De la Torre

Published by

Behavior Research Methods, 2014

Girard2014behavior.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#Girard2014f

http://humansensing.cs.cmu.edu/sites/default/files/ricardo_icip14.pdf

Optimal No-intersection Multi-label Binary Localization for Time Series using Totally Unimodular Linear Programming

by

M. Hoai, L. Torresani, F. De la Torre, C. Rother

Published by

Pattern Recognition, 2014

ricardo_icip14.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#CabralICIP2014

http://humansensing.cs.cmu.edu/sites/default/files/minyoung.pdf

Multiple Instance Learning via Gaussian Processes

by

M. Kim and F. De la Torre

Published by

Data Mining and Knowledge Discovery 28(4), 1078-1106, 2014

minyoung.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#KimD13

http://humansensing.cs.cmu.edu/sites/default/files/MMED_IJCV14.pdf

Max-Margin Early Event Detectors

by

M. Hoai and F. De la Torre

Published by

International Journal of Computer Vision (IJCV), vol. 107, issue 2, pp. 191-202, 2014

MMED_IJCV14.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#HoaiD14

Best Student Paper Award

http://humansensing.cs.cmu.edu/sites/default/files/SP4ED_ASP14.pdf

Structured Prediction for Event Detection

by

M. Hoai and F. De la Torre

Published by

Advanced Structured Prediction Method, MIT Press, 2014

SP4ED_ASP14.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#HoaiD14b

http://humansensing.cs.cmu.edu/sites/default/files/yingyingcvpr14.pdf

Complex Non-Rigid Motion 3D Reconstruction by Union of Subspaces

by

Y. Zhu, D. Huang, F. De la Torre and S. Lucey

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014

yingyingcvpr14.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ZhuHDL14

http://humansensing.cs.cmu.edu/sites/default/files/2014_ECCV_STM.pdf

Spatio-temporal Matching for Human Detection in Video

by

F. Zhou and F. De la Torre

Published by

European Conference on Computer Vision (ECCV), 2014

2014_ECCV_STM.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ZhouD14

http://humansensing.cs.cmu.edu/sites/default/files/sequential.pdf

Sequential Max-Margin Event Detectors

by

D. Huang, Y. Wang, S. Yao and F. De la Torre

Published by

European Conference on Computer Vision (ECCV), 2014

sequential.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#HuangWYD14

http://humansensing.cs.cmu.edu/sites/default/files/etaralova_eccv_2014.pdf

Motion Words for Video

by

E. Taralova, F. De la Torre and M . Hebert

Published by

European Conference on Computer Vision (ECCV), 2014

etaralova_eccv_2014.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#TaralovaDH14

http://humansensing.cs.cmu.edu/sites/default/files/1407.5245v1.pdf

Feature and Region Selection for Visual Learning

by

J. Zhao, L. Wang, R. Cabral and F. De la Torre

Published by

Tech. report CMU-RI-TR-14-12, 2014

1407.5245v1.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ZhaoWCD14

http://humansensing.cs.cmu.edu/sites/default/files/complete_14.pdf

Matrix Completion for Weakly-supervised Multi-label Image Classification

by

R. S. Cabral, F. De la Torre, J. P. Costeira and A. Bernardino

Published by

IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI), 2014

complete_14.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#CabralDCB14

http://humansensing.cs.cmu.edu/sites/default/files/subspace_pa.pdf

Subspace Procrustes Analysis

by

X. Perez-Sala, F. De la Torre, L. Igual, S. Escalera, and C. Angulo

Published by

ECCV Workshop on ChaLearn Looking at People, 2014

subspace_pa.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#PerezDIEA14

http://humansensing.cs.cmu.edu/sites/default/files/12-Cohn-CH10.pdf

Automated Face Analysis for Affective Computing

by

J. F. Cohn and F. De la Torre

Published by

The Oxford Handbook of Affective Computing, 2014

12-Cohn-CH10.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#CohnD14

http://humansensing.cs.cmu.edu/sites/default/files/DAS-AJEM2013.pdf

Analysis of smart phone video footage classifies chest compression rate during simulated CPR

by

A. Frisch, S. Das, J. C. Reynolds, F. De la Torre, J. K. Hodgins, and J. N. Carlson

Published by

he American Journal of Emergency Medicine 32, 1125-1147, 2014

DAS-AJEM2013.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#frisch2014analysis

http://humansensing.cs.cmu.edu/sites/default/files/spark14.pdf

SPARK: Personalized Parkinson Disease Interventions through Synergy between a Smartphone and a Smartwatch

by

V. Sharma, K. Mankodiya, F. De La Torre, A. Zhang, N. Ryan, T. GN Ton, R. Gandhi, and S. Jain

Published by

Design, User Experience, and Usability, 2014

spark14.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#sharma2014spark

http://humansensing.cs.cmu.edu/sites/default/files/multi-label_dis_accv14.pdf

Multi-label Discriminative Weakly-Supervised Human Activity Recognition and Localization

by

E. Adeli Mosabbeb, R. Cabral, F. De la Torre, and M. Fathy

Published by

ACCV, 2014

multi-label_dis_accv14.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#AdeliMosabbebCDF14

http://humansensing.cs.cmu.edu/sites/default/files/parda_pr.pdf

Pareto Models for Multiclass Discriminative Linear Dimensionality Reduction

by

K. T. Abou--Moustafa, F. De La Torre and F. P. Ferrie

Published by

Pattern Recognition, 2014

parda_pr.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#karim2014pareto

2013

http://humansensing.cs.cmu.edu/sites/default/files/102013_PAMI_HACA.pdf

Hierarchical Aligned Cluster Analysis for Temporal Clustering of Human Motion

by

F. Zhou, F. De la Torre and J. K. Hodgins

Published by

IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI), vol. 35, no. 3, pp. 582-596, 2013

102013_PAMI_HACA.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ZhouDH13

http://humansensing.cs.cmu.edu/sites/default/files/9ivc.pdf

Canonical Locality Preserving Latent Variable Model for Discriminative Pose Inference

by

Y. Tian, L. Sigal, F. De la Torre and Y. Jia

Published by

Image and Vision Computing (IVC), vol. 31, no. 3, pp. 223-230, 2013

9ivc.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#TianSDJ13

http://humansensing.cs.cmu.edu/sites/default/files/82013_CVPR_DGM.pdf

Deformable Graph Matching

by

F. Zhou and F. De la Torre

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013

82013_CVPR_DGM.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ZhouD13

http://humansensing.cs.cmu.edu/sites/default/files/7cvpr13-stm.pdf

Selective Transfer Machine for Personalized Facial Action Unit Detection

by

W.-S. Chu, F. De la Torre and J. F. Cohn

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013

7cvpr13-stm.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ChuDC13

http://humansensing.cs.cmu.edu/sites/default/files/6main.pdf

Supervised Descent Method and its Applications to Face Alignment

by

X. Xiong and F. De la Torre

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013

6main.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#XiongD13

http://humansensing.cs.cmu.edu/sites/default/files/5partialorder_moritz.pdf

Learning Probability Distributions over PartiallyOrdered Human Everyday Activities

by

M. Tenorth, F. De la Torre and M. Beetz

Published by

International Conference on Robotics and Automation (ICRA), 2013

5partialorder_moritz.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#TenorthDB13

http://humansensing.cs.cmu.edu/sites/default/files/4Jeni_Metrics.pdf

Facing imbalanced data recommendations for the use of performance metrics

by

L. A. Jeni, J. F. Cohn and F. De la Torre

Published by

Affective Computing and Intelligent Interaction (ACII), 2013

4Jeni_Metrics.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#Jeni13ACII

http://humansensing.cs.cmu.edu/sites/default/files/3Ding_Facial_Action_Unit_2013_ICCV_paper.pdf

Facial Action Unit Event Detection by Cascade of Tasks

by

X. Ding, W.-S. Chu, F. De la Torre, J. F. Cohn, and Q. Wang

Published by

International Conference on Computer Vision (ICCV), 2013

3Ding_Facial_Action_Unit_2013_ICCV_paper.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#DingCTCW13

http://humansensing.cs.cmu.edu/sites/default/files/2mog.pdf

Robust Matrix Factorization with Unknown Noise

by

D. Meng and F. De la Torre

Published by

International Conference on Computer Vision (ICCV), 2013

2mog.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#MengD13

http://humansensing.cs.cmu.edu/sites/default/files/nuclear.pdf

Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-rank Matrix Decomposition

by

R. Cabral, F. De la Torre, J. P. Costeira and A. Bernardino

Published by

International Conference on Computer Vision (ICCV), 2013

nuclear.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#CabralDCB13

2012

http://humansensing.cs.cmu.edu/sites/default/files/13mmtc.pdf

Maximum Margin Temporal Clustering

by

M. Hoai and F. De la Torre

Published by

International Conference on Artificial Intelligence and Statistics (AISTATS), 2012

13mmtc.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#HoaiD12

http://humansensing.cs.cmu.edu/sites/default/files/1203.2210.pdf

Fixed-Rank Representation for Unsupervised Visual Learning

by

R. Liu, Z. Lin, F. De la Torre and Z. Su

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012

1203.2210.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#LiuLDS12

http://humansensing.cs.cmu.edu/sites/default/files/112012_CVPR_GTW.pdf

Generalized Time Warping for Multi-modal Alignment of Human Motion

by

F. Zhou and F. De la Torre

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012

112012_CVPR_GTW.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ZhouD12

http://humansensing.cs.cmu.edu/sites/default/files/102012_CVPR_FGM.pdf

Factorized Graph Matching

by

F. Zhou and F. De la Torre

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012

102012_CVPR_FGM.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ZhouD12b

http://humansensing.cs.cmu.edu/sites/default/files/9MMED_CVPR12.pdf

Max-Margin Early Event Detectors

by

M. Hoai and F. De la Torre

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)，Best Student Paper Award, 2012

9MMED_CVPR12.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#HoaiD12b

http://humansensing.cs.cmu.edu/sites/default/files/8uca_final_revision.pdf

A least-squares framework for Component Analysis

by

F. De la Torre

Published by

IEEE Transactions Pattern Analysis and Machine Intelligence (PAMI), 2012

8uca_final_revision.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#De12

http://humansensing.cs.cmu.edu/sites/default/files/7tcd.pdf

Unsupervised Temporal Commonality Discovery

by

W.-S. Chu, F. Zhou and F. De la Torre

Published by

European Conference on Computer Vision (ECCV), 2012

7tcd.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ChuZD12

http://humansensing.cs.cmu.edu/sites/default/files/6contreg.pdf

Continuous Regression for Non-Rigid Image Alignment

by

E. Sanchez, F. De la Torre and D. Gonzalez

Published by

European Conference on Computer Vision (ECCV), 2012

6contreg.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#SanchezDG12

http://humansensing.cs.cmu.edu/sites/default/files/5deface.pdf

Facial Action Transfer with Personalized Bilinear Regression

by

D. Huang and F. De la Torre

Published by

European Conference on Computer Vision (ECCV), 2012

5deface.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#HuangD12

http://humansensing.cs.cmu.edu/sites/default/files/4robustreg.pdf

Robust Regression

by

D. Huang, R. Silveira and F. De la Torre

Published by

European Conference on Computer Vision (ECCV), 2012

4robustreg.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#HuangSD12

http://humansensing.cs.cmu.edu/sites/default/files/3ETI_ICASSP2012.pdf

Multimodal feature analysis for quantitative performance evaluation of endotracheal intubation (ETI)

by

S. Das, J. Carlson, F. De la Torre and J. Hodgins

Published by

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012

3ETI_ICASSP2012.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#DasCDH12

http://humansensing.cs.cmu.edu/sites/default/files/2EMBC2012_CameraReady.pdf

Detecting Parkinsons' Symptoms in Uncontrolled Home Environments: A Multiple Instance Learning Approach

by

S. Das, B. Amoedo, F. De la Torre and J. Hodgins

Published by

IEEE International Conference on Engineering in Medicine and Biology Society (EMBS), 2012

2EMBC2012_CameraReady.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#DasADH12

http://humansensing.cs.cmu.edu/sites/default/files/1Motion_Capture_Measures_Variability_in.7.pdf

Motion Capture Measures Variability in Techniques of Endotracheal Intubation

by

J. N. Carlson, S. Das, F. De la Torre, C. W. Callaway, P. Phrampus and J. Hodgins

Published by

Journal of Simulation in Healthcare (SIH), 2012

1Motion_Capture_Measures_Variability_in.7.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#CarlsonDDCPH12

2011

http://humansensing.cs.cmu.edu/sites/default/files/tena-siggraph2011_1.pdf

Interactive Region-based Linear 3D Face Models

by

J. R. Tena, F. De la Torre and I. Matthews

Published by

ACM SIGGRAPH, 2011

tena-siggraph2011_1.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#TenaDM11

http://humansensing.cs.cmu.edu/sites/default/files/17acm.pdf

Active Conditional Models

by

Y. Chen and F. De la Torre

Published by

IEEE Conference on Automatic Face and Gestures Recognition (FG), 2011

17acm.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ChenD11

http://humansensing.cs.cmu.edu/sites/default/files/16hcrf.pdf

Hierarchical CRF with Product Label Spaces for Parts-based Models

by

G. Roig, X. Boix, F. De la Torre, J. Serrat and C. Vilella

Published by

IEEE Conference on Automatic Face and Gestures Recognition (FG), 2011

16hcrf.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#RoigBDSV11

http://humansensing.cs.cmu.edu/sites/default/files/15paint.pdf

Time and order estimation of paintings based on visual features and expert priors

by

R. S. Cabral, J. P. Costeira, F. De la Torre, A. Bernardino and Gustavo Carneiro

Published by

SPIE Electronic Imaging, Computer Vision and Image Analysis of Art II, 2011

15paint.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#CabralCDBC11

http://humansensing.cs.cmu.edu/sites/default/files/14local.pdf

Supervised Local Subspace Learning for Continuous Head Pose Estimation

by

D. Huang, M. Storer, F. De la Torre and H. Bischof

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011

14local.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#HuangSDB11

http://humansensing.cs.cmu.edu/sites/default/files/13iso.pdf

Local Isomorphism to Solve the Pre-image Problem in Kernel Methods

by

D. Huang, Y. Tian and F. De la Torre

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011

13iso.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#HuangTD11

http://humansensing.cs.cmu.edu/sites/default/files/12SegReg_CVPR11.pdf

Joint Segmentation and Classification of Human Actions in Video

by

M. Hoai, Z. Lan and F. De la Torre

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011

12SegReg_CVPR11.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#HoaiLD11

http://humansensing.cs.cmu.edu/sites/default/files/11dyncascades_j.pdf

Dynamic Cascades with Bidirectional Bootstrapping for Spontaneous Facial Action Unit Detection

by

Y. Zhu, F. De la Torre, J. Cohn and Y. Zhang

Published by

IEEE Transactions on Affective Computing, vol. 2, issue 2, pp. 79-91, 2011

11dyncascades_j.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ZhuDCZ11

http://humansensing.cs.cmu.edu/sites/default/files/10nsm.pdf

Computerized detection and analysis of cancer chemotherapy-induced emesis in a small animal model, musk shrew

by

D. Huang, K. Meyers, S. Henry, F. De la Torre and C. C. Horn

Published by

Journal of Neuroscience Methods, 2011

10nsm.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#HuangMHDH11

http://humansensing.cs.cmu.edu/sites/default/files/9fea.pdf

Facial Expression Analysis

by

F. De la Torre and J. F. Cohn

Published by

Guide to Visual Analysis of Humans: Looking at People, Springer, 2011

9fea.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#DeC11

http://humansensing.cs.cmu.edu/sites/default/files/7fimmc.pdf

Fast Incremental Method for Matrix Completion: an Application to Trajectory Correction

by

R. S. Cabral, J. P. Costeira, F. De la Torre and A. Bernardino

Published by

IEEE Conference on Image Processing (ICIP), 2011

7fimmc.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#CabralCDB11

http://humansensing.cs.cmu.edu/sites/default/files/6relaxedkernels.pdf

Relaxed Exponential Kernels for Unsupervised Learning

by

K. Abou-Moustafa, M. Shah, F. De La Torre and F. Ferrie

Published by

Symposium of the German Association for Patter Recognition (DAGM), 2011

6relaxedkernels.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#AbouSDF11

http://humansensing.cs.cmu.edu/sites/default/files/5fast.pdf

FAST-FACS: A Computer-Assisted System to Increase Speed and Reliability of Manual FACS Coding

by

F. De la Torre, T. Simon, Z. Ambadar and J. F. Cohn

Published by

Affective Computing and Intelligent Interaction (ACII), 2011

5fast.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#DeSAC11

http://humansensing.cs.cmu.edu/sites/default/files/4parkinson.pdf

Quantitative Measurement of Motor Symptoms in Parkinson's Disease: A Study with Full-body Motion Capture Data

by

S. Das, L. Trutoiu, A. Murai, D. Alcindor, M. Oh, F. De la Torre and J. Hodgins

Published by

International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 2011

4parkinson.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#DasTMAODH11

http://humansensing.cs.cmu.edu/sites/default/files/3ICCV_2011_SCC_submitted.pdf

Source Constrained Clustering

by

E. Taralova, F. De la Torre and M. Hebert

Published by

International Conference on Computer Vision (ICCV), 2011

3ICCV_2011_SCC_submitted.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#TaralovaDH11

http://humansensing.cs.cmu.edu/sites/default/files/2ppv.pdf

Fast and Robust Circular Object Detection with Probabilistic Pairwise Voting (PPV)

by

L. Pan, W.-S. Chu, J. M. Saragih and F. De la Torre

Published by

IEEE Signal Processing Letters, 2011

2ppv.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#PanCSD11

http://humansensing.cs.cmu.edu/sites/default/files/1nips2011.pdf

Matrix Completion for Multi-label Image Classification

by

R. S. Cabral, F. De la Torre, J. P. Costeira and A. Bernardino

Published by

Advances in Neural Information Processing Systems (NIPS), 2011

1nips2011.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#CabralDCB11

2010

http://humansensing.cs.cmu.edu/sites/default/files/18SVMFeatureWeight_PR.pdf

Optimal Feature Selection for Support Vector Machines

by

M. H. Nguyen and F. De la Torre

Published by

Pattern Recognition, vol. 43, pp. 584-591, 2010

18SVMFeatureWeight_PR.pdf

http://www.robots.ox.ac.uk/~minhhoai/bibtex.html#Nguyen-DelaTorre-IJCV10

http://humansensing.cs.cmu.edu/sites/default/files/17paper.pdf

Metric Learning for Image Alignment

by

M. H. Nguyen and F. De la Torre

Published by

International Journal of Computer Vision, vol. 88, issue 1, pp. 69-84, 2010

17paper.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#Nguyen-DelaTorre-IJCV10

http://humansensing.cs.cmu.edu/sites/default/files/16oprml.pdf

Learning a generic 3D face model from 2D image databases using incremental structure from motion

by

J. Gonzalez-Mora, F. De la Torre, N. Guil, E. Zapata

Published by

Image and Vision Computing, 2010

16oprml.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#GonzalezDGZ10

http://humansensing.cs.cmu.edu/sites/default/files/15parda.pdf

Pareto Discriminant Analysis

by

K. T. Abou-Moustafa, F. De la Torre, F. P. Ferrie

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010

15parda.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#AbouDF10

http://humansensing.cs.cmu.edu/sites/default/files/14segsvm.pdf

Action Unit Detection with Segment-based SVMs

by

T. Simon, M. H. Nguyen, F. De la Torre and J. F. Cohn

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010

14segsvm.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#SimonNDC10

http://humansensing.cs.cmu.edu/sites/default/files/132010_CVPR_AU_Long.pdf

Unsupervised Discovery of Facial Events

by

F. Zhou, F. De la Torre and J. F. Cohn

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010

132010_CVPR_AU_Long.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ZhouDC10

http://humansensing.cs.cmu.edu/sites/default/files/12gpmil.pdf

Gaussian Process Multiple Instance Learning

by

M. Kim and F. De la Torre

Published by

International Conference on Machine Learning (ICML), 2010

12gpmil.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#KimD10b

http://humansensing.cs.cmu.edu/sites/default/files/11lme.pdf

Local Minima Embedding

by

M. Kim and F. De la Torre

Published by

International Conference on Machine Learning (ICML), 2010

11lme.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#KimD10

http://humansensing.cs.cmu.edu/sites/default/files/10nordia2010.pdf

Continuous Procrustes Analysis to Learn 2D Shape Models from 3D Objects

by

L. Igual and F. De la Torre

Published by

3rd Workshop on Non-Rigid Shape and Deformable Image Alignment in conjunction with CVPR, 2010

10nordia2010.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#IgualD10

http://humansensing.cs.cmu.edu/sites/default/files/9cssm.pdf

Coupled State-Space Models for Monitoring Nursing Home Resident Activity

by

Y. Shi, C. Chen, F. De la Torre and H. Wactlar

Published by

International Symposium on Quality of Life Technology, 2010

9cssm.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ShiCDW10

http://humansensing.cs.cmu.edu/sites/default/files/8stress_detect.pdf

Personalized Stress Detection from Physiological Measurements

by

Y. Shi, M. H. Nguyen, P. Blitz, B. French, S. Fisk, F. De la Torre, A. Smailagic, D. P. Siewiorek, M. Absi, E. Ertin, T. Kamarck and S. Kumar

Published by

International Symposium on Quality of Life Technology, 2010

8stress_detect.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ShiNBFFDSSAEKK10

http://humansensing.cs.cmu.edu/sites/default/files/7expsynth.pdf

Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis

by

D. Huang and F. De la Torre

Published by

European Conference on Computer Vision (ECCV), 2010

7expsynth.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#HuangD10

http://humansensing.cs.cmu.edu/sites/default/files/6DynamicStructure_ECCV2010.pdf

3D Reconstruction of a Moving Point from a Series of 2D Projections

by

H. S. Park, T. Shiratori, I. Matthews and Y. Sheikh

Published by

European Conference on Computer Vision (ECCV), 2010

6DynamicStructure_ECCV2010.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ParkSMS10

http://humansensing.cs.cmu.edu/sites/default/files/5paper_appendix.pdf

Support Vector Machines to improve physiologic hot flash measures: Application to the ambulatory setting

by

R. C. Thurston, J. Hernandez Rivera, J. Maria Del Rio and F. De la Torre

Published by

Psychophysiology, 2010

5paper_appendix.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ThurstonHMD10

http://humansensing.cs.cmu.edu/sites/default/files/real_time.pdf

A Real-time System for Head Tracking and Pose Estimation

by

Z. Zhang, M. Kim, F. De la Torre and Wende Zhang

Published by

A Real-time System for Head Tracking and Pose Estimation Workshop on Signal, Gesture and Activity. In conjunction with ECCV, 2010

real_time.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ZhangKDZ10

http://humansensing.cs.cmu.edu/sites/default/files/3ACMMM10_Liu_2_1.pdf

Unsupervised Summarization of Rushes Videos

by

Y. Liu, F. Zhou, W. Liu, F. De la Torre and Y. Liu

Published by

ACM Multimedia (MM), 2010

3ACMMM10_Liu_2_1.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#LiuZLDL10

http://humansensing.cs.cmu.edu/sites/default/files/2accv2010finalpaper.pdf

Subspace Regression: Predicting a Subspace from One Sample

by

M. Kim, Z. Zhang, F. De la Torre and W. Zhang

Published by

Asian Conference on Computer Vision (ACCV), 2010

2accv2010finalpaper.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#KimZDZ10

http://humansensing.cs.cmu.edu/sites/default/files/1lgmr.pdf

Latent Gaussian Mixture Regression for Human Pose Estimation

by

Y. Tian, L. Sigal, H. Badino, F. De la Torre and Y. Liu

Published by

Asian Conference on Computer Vision (ACCV), 2010

1lgmr.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#TianSBDL10

2009

http://humansensing.cs.cmu.edu/sites/default/files/unification.pdf

A Unification of Component Analysis Methods

by

F. De la Torre

Published by

Handbook of Pattern Recognition and Computer Vision (4th edition), World Scientific Publishing Co., 2009

unification.pdf

http://humansensing.cs.cmu.edu/sites/default/files/15hot_flash.pdf

Improving the performance of physiologic hot flash measures with support vector machines

by

R. C. Thurston, K. A. Matthews, J. Hernandez and F. De la Torre

Published by

Psychophysiology, vol. 46, pp. 285–292, 2009

15hot_flash.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ThurstonMHD09

http://humansensing.cs.cmu.edu/sites/default/files/14dca.pdf

Discriminative Cluster Analysis

by

F. De la Torre and T. Kanade

Published by

Theory and Novel Applications of Machine Learning. M. Er and Y. Zhou (Eds), 2009

14dca.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#MelenchonMDM09

http://humansensing.cs.cmu.edu/sites/default/files/13melen2.pdf

Emphatic Visual Speech Synthesis

by

J. Melenchon, E. Martinez, F. De la Torre and J. A. Montero

Published by

IEEE Transactions on Audio, Speech and Language Processing, Vol. 17, Num. 3, pp. 459-468, 2009

13melen2.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#MelenchonMDM09

http://humansensing.cs.cmu.edu/sites/default/files/12ralph_chapter.pdf

Face De-Identification

by

R. Gross, L. Sweeney, J. Cohn, F. De la Torre and S. Baker

Published by

Protecting Privacy in Video Surveillance, Springer, 2009

12ralph_chapter.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#GrossSCDB09

http://humansensing.cs.cmu.edu/sites/default/files/11chi.pdf

Detailed Human Data Acquisition of Kitchen Activities: the CMU-Multimodal Activity Database (CMU-MMAC)

by

F. De la Torre, J. Hodgins, J. Montano and S. Valcarcel

Published by

CHI 2009 Workshop. Developing Shared Home Behavior Datasets to Advance HCI and Ubiquitous Computing Research, 2009

11chi.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#DeLaTorreHMV09

http://humansensing.cs.cmu.edu/sites/default/files/10jose.pdf

Efficient Image Alignment using Linear Appearance Models

by

J. Gonzalez-Mora, N. Guil, F. De la Torre and E. Zapata.

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009

10jose.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#GonzalezGZD09

http://humansensing.cs.cmu.edu/sites/default/files/9espriggs_cvpr_w09%20%282%29.pdf

Temporal Segmentation and Activity Classification from First-person Sensing

by

E. H. Spriggs, F. De la Torre, and M. Hebert

Published by

IEEE Workshop on Egocentric Vision in conjunction with CVPR, 2009

9espriggs_cvpr_w09 (2).pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#SpriggsDH09

http://humansensing.cs.cmu.edu/sites/default/files/7dyncascades.pdf

Dynamic Cascades with Bidirectional Bootstrapping for Spontaneous Facial Action Unit Detection

by

Y. Zhu, F. De la Torre, J. Cohn and Y. Zhang

Published by

Affective Computing and Intelligent Interaction (ACII), 2009

7dyncascades.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ZhuDCZ09

http://humansensing.cs.cmu.edu/sites/default/files/6acii-paper_final.pdf

Detecting Depression from Facial Actions and Vocal Prosody

by

J. F. Cohn, T. Simon, I. Matthews, Y. Yang, M. H. Nguyen, M. Tejera, F. Zhou and F. De la Torre

Published by

Affective Computing and Intelligent Interaction (ACII), 2009

6acii-paper_final.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#CohnKMYNPZD09

http://humansensing.cs.cmu.edu/sites/default/files/5Automated.pdf

Automated Facial Expression Recognition System

by

A. Ryan, J. F. Cohn, S. Lucey, J. Saragih, P. Lucey, F. De la Torre, and A. Rossi

Published by

IEEE International Carnahan Conference on Security Technology, 2009

5Automated.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#RyanCLSLDR09

http://humansensing.cs.cmu.edu/sites/default/files/4fss.pdf

Optimal Feature Selection for Subspace Image Matching

by

G. Roig, X. Boix and F. De la Torre

Published by

IEEE International Workshop on Subspace Methods in conjunction with ICCV, 2009

4fss.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#RoigBD09

http://humansensing.cs.cmu.edu/sites/default/files/3iccv2.pdf

Learning Good Features for Active Shape Models

by

N. Brunet, F. Perez and F. De la Torre

Published by

IEEE International Workshop on Subspace Methods in conjunction with ICCV, 2009

3iccv2.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#BrunetPD09

http://humansensing.cs.cmu.edu/sites/default/files/2SegSVM_ICCV09.pdf

Weakly supervised Discriminative Localization and Classification: a joint Learning process

by

M. H. Nguyen, L. Torresani, F. De la Torre, and C. Rother

Published by

International Conference on Computer Vision (ICCV), 2009

2SegSVM_ICCV09.pdf

http://www.robots.ox.ac.uk/~minhhoai/bibtex.html#Nguyen-DelaTorre-IJCV10

http://humansensing.cs.cmu.edu/sites/default/files/12009_NIPS_CTW.pdf

Canonical Time Warping for Alignment of Human Behavior

by

F. Zhou and F. De la Torre

Published by

Advances in Neural Information Processing Systems (NIPS), 2009

12009_NIPS_CTW.pdf

http://www.humansensing.cs.cmu.edu/bibtex.html#ZhouD09

2008

http://humansensing.cs.cmu.edu/sites/default/files/least.pdf

A Least-Squares Unified View of PCA, LDA, CCA and Spectral Graph Methods

by

Fernando De la Torre Frade

Published by

Tech. report CMU-RI-TR-08-29, 2008

least.pdf

http://humansensing.cs.cmu.edu/sites/default/files/11cmu-mad.pdf

Guide to the Carnegie Mellon University Multimodal Activity (CMU-MMAC) Database

by

F. De la Torre, J. Hodgins, A. Bargteil, X. Martin, J. Macey, A. Collado and P. Beltran

Published by

Tech. report CMU-RI-TR-08-22, 2008

11cmu-mad.pdf

http://humansensing.cs.cmu.edu/sites/default/files/10nguyen_minh_hoai_2008_1.pdf

Image-based Shaving

by

M. H. Nguyen, J. Lalonde, A. A. Efros, and F. De la Torre

Published by

Computer Graphics Forum Journal (Eurographics), 2008

10nguyen_minh_hoai_2008_1.pdf

http://humansensing.cs.cmu.edu/sites/default/files/9Tracking_08.pdf

Tracking Algorithms Based on Dynamics of Individuals and MultiDimensional Scaling

by

J. Maria Cabero, F. De la Torre, I. Arizaga, and A. Sanchez

Published by

IEEE international symposium on wireless pervasive computing, 2008

9Tracking_08.pdf

http://humansensing.cs.cmu.edu/sites/default/files/7semi_cvpr_08.pdf

Semi-Supervised Learning of Multi-Factor Models for Face De-Identification

by

R. Gross, L. Sweeney, F. De la Torre, and S. Baker

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008

7semi_cvpr_08.pdf

http://humansensing.cs.cmu.edu/sites/default/files/6kalign_CVPR08.pdf

Parameterized Kernel Principal Component Analysis: Theory and Applications to Supervised and Unsupervised Image Alignment

by

F. De la Torre and M. H. Nguyen

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008

6kalign_CVPR08.pdf

http://humansensing.cs.cmu.edu/sites/default/files/5learn2align_CVPR08.pdf

Local Minima Free Parameterized Appearance Models

by

M. H. Nguyen and F. De la Torre

Published by

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008

5learn2align_CVPR08.pdf

http://humansensing.cs.cmu.edu/sites/default/files/4SVMFeatureWeight_FG08.pdf

Facial Feature Detection with Optimal Pixel Reduction SVMs

by

M. H. Nguyen, Joan Perez and F. De la Torre

Published by

IEEE Conference on Automatic Face and Gestures Recognition (FG), 2008

4SVMFeatureWeight_FG08.pdf

http://humansensing.cs.cmu.edu/sites/default/files/3Learn2Track_FG08.pdf

Learning Image Alignment without Local Minima

by

M. H. Nguyen and F. De la Torre

Published by

IEEE Conference on Automatic Face and Gestures Recognition (FG), 2008

3Learn2Track_FG08.pdf

http://humansensing.cs.cmu.edu/sites/default/files/22008_FG_ACA.pdf

Aligned Cluster Analysis for Temporal Segmentation of Human Motion

by

F. Zhou, F. De la Torre and J. K. Hodgins

Published by

IEEE Conference on Automatic Face and Gestures Recognition (FG), 2008

22008_FG_ACA.pdf

http://humansensing.cs.cmu.edu/sites/default/files/1Robust%20Kernel%20Principal%20Component%20Analysis.pdf

Robust Kernel Principal Component Analysis

by

M. H. Nguyen and F. De la Torre

Published by

Advances in Neural Information Processing Systems (NIPS), 2008

1Robust Kernel Principal Component Analysis.pdf

2007

Simultaneous Registration and Clustering for Temporal Segmentation

by

F. De la Torre, J. Campoy, J. F. Cohn and T. Kanade

Published by

2nd International Conference on Computer Vision Theory and Applications, Barcelona, Spain, 2007

Robust Appearance Matching with Filtered Component Analysis

by

F. De la Torre, A. Collet, J. F. Cohn and T. Kanade

Published by

2nd International Conference on Computer Vision Theory and Applications, Barcelona, Spain, 2007

Parameterized Kernels for Support Vector Machine Classification

by

F. De la Torre and O. Vinyals

Published by

2nd International Conference on Computer Vision Theory and Applications, Barcelona, Spain, 2007

Structural Properties of Anchor´s Placement for Rotator Cuff Surgery in Different Locations

by

E. Lopez-Vidriero, R. Costic, F. De la Torre, F.H. Fu, and M. Rodosky

Published by

Arthroscopy Association of North America. Annual Meeting. San Francisco, 2007

Biomechanical Evaluation of Drilling versus Punching Before Placement of Anchors for Rotator Cuff Surgery

by

E. Lopez-Vidriero, R. Costic, F. De la Torre, F.H. Fu, and M. Rodosky

Published by

Arthroscopy Association of North America. Annual Meeting. San Francisco, 2007

Estudio Biomecánico sobre como Afecta la Colocación de los Arpones del Manguito de los Rotadores en Distintas Localizaciones

by

E. Lopez-Vidriero, R. Costic, C. Molano, S. Exposito, F. De la Torre, J. Lara, F. H. Fu and M. Rodosky

Published by

Cuadernos de Artroscopia. Vol 14. Supp 2, Num 32, Pag. 69., 2007

Evaluación Biomecánica del Efecto del Taladrado versus Perforado antes de la Colocación de Arpones para la Cirugía Artroscópica de Manguito

by

E. Lopez-Vidriero, R. Costic, M. Manzano, F. de la Torre, J. Lara, F. H. Fu and M. Rodosky

Published by

Cuadernos de Artroscopia. Vol 14. Supp 2, Num. 32, Pag. 69., 2007

http://humansensing.cs.cmu.edu/sites/default/files/9de_la_torre_frade_fernando_2007_4.pdf

Multimodal Diaries

by

F. De la Torre and C. Agell

Published by

IEEE International Conference in Multimedia and Expo, 2007

9de_la_torre_frade_fernando_2007_4.pdf

http://humansensing.cs.cmu.edu/sites/default/files/8de_la_torre_frade_fernando_2007_2.pdf

Learning Kernel Expansions for Image Classification

by

F. De la Torre and O. Vinyals

Published by

IEEE Conf. on Computer Vision and Pattern Recognition, 2007

8de_la_torre_frade_fernando_2007_2.pdf

http://humansensing.cs.cmu.edu/sites/default/files/7de_la_torre_frade_fernando_2007_3.pdf

Filtered Component Analysis to Increase Robustness to Local Minima in Appearance Models

by

F. De la Torre, A. Collet, J. F. Cohn and T. Kanade

Published by

IEEE Conf. on Computer Vision and Pattern Recognition, 2007

7de_la_torre_frade_fernando_2007_3.pdf

http://humansensing.cs.cmu.edu/sites/default/files/6garcia-cuestaWCECS2007-v4.pdf

A Comparative Study of Supervised Learning Techniques for the Radiative Transfer Equation Inversion

by

E. Garcia-Cuesta, F. De la Torre, A. De Castro

Published by

International Conference on Machine Learning and Data Analysis, 2007

6garcia-cuestaWCECS2007-v4.pdf

http://humansensing.cs.cmu.edu/sites/default/files/5maria_cabero_jose_2007_1.pdf

Indoor People Tracking based on Dynamic Weighted Multidimensional Scaling

by

J. Cabero, F. De la Torre, I. Arizaga and A. Sanchez

Published by

IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, 2007

5maria_cabero_jose_2007_1.pdf

http://humansensing.cs.cmu.edu/sites/default/files/4gonzalez_jose_2007_1.pdf

Bilinear Active Appearance Models

by

J. Gonzalez, F. De la Torre, R. Murthi, N. Guil, E. Zapata

Published by

Workshop on Non-rigid Registration and Tracking through, 2007

4gonzalez_jose_2007_1.pdf

http://humansensing.cs.cmu.edu/sites/default/files/3iccv_07.pdf

Temporal Segmentation of Facial Behavior

by

F. De la Torre, J. Campoy, Z. Ambadar and J. F. Cohn

Published by

International Conference on Computer Vision, 2007

3iccv_07.pdf

http://humansensing.cs.cmu.edu/sites/default/files/2UpdatedPaper_Aug27.pdf

The painful face: Pain expression recognition using active appearance models

by

A. B. Ashraf, S. Lucey, T. Chen, K. Prkachin, P. Solomon, Z. Ambadar and J. F. Cohn

Published by

ACM International Conference on Multimodal Interfaces (ICMI'07). Nagoya, Japan, 134-139, 2007

2UpdatedPaper_Aug27.pdf

http://humansensing.cs.cmu.edu/sites/default/files/1Theobald_Matthews_Cohn_Boker.pdf

Real-time Expression Cloning using Appearance Models

by

B. Theobald, I. Matthews, J. F. Cohn and S. Boker

Published by

ACM International Conference on Multimodal Interfaces (ICMI'07). Nagoya, Japan, 134-139, 2007

1Theobald_Matthews_Cohn_Boker.pdf

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