Fernando De La Torre

Fernando De La Torre's AcademicInfluence.com Rankings

Computer Science

#7301

World Rank

#7689

Historical Rank

Database

#4362

World Rank

#4536

Historical Rank

computer-science Degrees

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Computer Science

Fernando De La Torre's Degrees

PhD Computer Science Carnegie Mellon University
Masters Computer Science University of Central Florida
Bachelors Computer Science University of Central Florida

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Fernando De La Torre's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Supervised Descent Method and Its Applications to Face Alignment (2013) (1984)
A Framework for Robust Subspace Learning (2003) (633)
Facial Expression Analysis (2011) (590)
Face recognition using Histograms of Oriented Gradients (2011) (566)
Facing Imbalanced Data--Recommendations for the Use of Performance Metrics (2013) (519)
Robust principal component analysis for computer vision (2001) (432)
Factorized Graph Matching (2012) (422)
Detecting depression from facial actions and vocal prosody (2009) (402)
Robust Regression (2012) (380)
Max-Margin Early Event Detectors (2012) (347)
Hierarchical Aligned Cluster Analysis for Temporal Clustering of Human Motion (2013) (343)
Selective Transfer Machine for Personalized Facial Action Unit Detection (2013) (282)
Joint segmentation and classification of human actions in video (2011) (275)
Temporal segmentation and activity classification from first-person sensing (2009) (270)
Optimal feature selection for support vector machines (2010) (248)
Guide to the Carnegie Mellon University Multimodal Activity (CMU-MMAC) Database (2008) (241)
Canonical Time Warping for Alignment of Human Behavior (2009) (240)
Driver Gaze Tracking and Eyes Off the Road Detection System (2015) (209)
Global supervised descent method (2015) (209)
Robust Matrix Factorization with Unknown Noise (2013) (193)
Discriminative cluster analysis (2006) (184)
Matrix Completion for Multi-label Image Classification (2011) (183)
Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition (2013) (182)
Generalized time warping for multi-modal alignment of human motion (2012) (180)
Aligned Cluster Analysis for temporal segmentation of human motion (2008) (176)
Model-Based Face De-Identification (2006) (172)
Joint patch and multi-label learning for facial action unit detection (2015) (168)
Interactive region-based linear 3D face models (2011) (164)
Selective Transfer Machine for Personalized Facial Expression Analysis (2017) (161)
Deformable Graph Matching (2013) (153)
Fixed-rank representation for unsupervised visual learning (2012) (147)
A Least-Squares Framework for Component Analysis (2012) (130)
Complex Non-rigid Motion 3D Reconstruction by Union of Subspaces (2014) (130)
AAM derived face representations for robust facial action recognition (2006) (123)
Learning Spatial and Temporal Cues for Multi-Label Facial Action Unit Detection (2017) (120)
Action unit detection with segment-based SVMs (2010) (100)
Automated Face Analysis for Affective Computing (2015) (98)
Generalized Canonical Time Warping (2016) (96)
Unsupervised discovery of facial events (2010) (95)
IntraFace (2015) (94)
Continuous AU intensity estimation using localized, sparse facial feature space (2013) (90)
Personalized Stress Detection from Physiological Measurements (2010) (89)
Temporal Segmentation of Facial Behavior (2007) (87)
Robust Kernel Principal Component Analysis (2008) (86)
Sequential Max-Margin Event Detectors (2014) (85)
A framework for modeling the appearance of 3D articulated figures (2000) (83)
Supervised local subspace learning for continuous head pose estimation (2011) (83)
Quantitative measurement of motor symptoms in Parkinson's disease: A study with full-body motion capture data (2011) (81)
Joint Patch and Multi-label Learning for Facial Action Unit and Holistic Expression Recognition (2016) (80)
Confidence Preserving Machine for Facial Action Unit Detection (2015) (74)
Facial Action Unit Event Detection by Cascade of Tasks (2013) (69)
Face De-identification (2009) (69)
Robust parameterized component analysis: theory and applications to 2D facial appearance models (2003) (68)
Parameterized Kernel Principal Component Analysis: Theory and applications to supervised and unsupervised image alignment (2008) (65)
SPARK: Personalized Parkinson Disease Interventions through Synergy between a Smartphone and a Smartwatch (2014) (65)
Multimodal oriented discriminant analysis (2005) (60)
Semi-supervised learning of multi-factor models for face de-identification (2008) (58)
Dynamic Cascades with Bidirectional Bootstrapping for Action Unit Detection in Spontaneous Facial Behavior (2011) (58)
Spatio-temporal Matching for Human Detection in Video (2014) (54)
Estimating smile intensity: A better way (2015) (54)
Supervised Descent Method for Solving Nonlinear Least Squares Problems in Computer Vision (2014) (53)
Maximum Margin Temporal Clustering (2012) (53)
Representational oriented component analysis (ROCA) for face recognition with one sample image per training class (2005) (50)
Detailed Human Data Acquisition of Kitchen Activities: the CMU-Multimodal Activity Database (CMU-MMAC) (2008) (49)
A probabilistic framework for rigid and non-rigid appearance based tracking and recognition (2000) (48)
Unsupervised Temporal Commonality Discovery (2012) (47)
Bilinear Active Appearance Models (2007) (45)
Deep multi-task learning for gait-based biometrics (2017) (44)
Fast and Robust Circular Object Detection With Probabilistic Pairwise Voting (2011) (43)
Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis (2010) (43)
MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement (2021) (42)
Latent Gaussian Mixture Regression for Human Pose Estimation (2010) (42)
Dynamic coupled component analysis (2001) (41)
Facial feature detection with optimal pixel reduction SVM (2008) (41)
Audio- and Gaze-driven Facial Animation of Codec Avatars (2020) (41)
Detecting Parkinsons' symptoms in uncontrolled home environments: A multiple instance learning approach (2012) (41)
Learning discriminative localization from weakly labeled data (2014) (41)
Gaussian Processes Multiple Instance Learning (2010) (40)
Image‐based Shaving (2008) (40)
Robust Parameterized Component Analysis (2002) (38)
A Functional Regression Approach to Facial Landmark Tracking (2016) (38)
Pixel Codec Avatars (2021) (35)
Multi-label Discriminative Weakly-Supervised Human Activity Recognition and Localization (2014) (35)
How much training data for facial action unit detection? (2015) (33)
Filtered Component Analysis to Increase Robustness to Local Minima in Appearance Models (2007) (33)
Dynamic cascades with bidirectional bootstrapping for spontaneous facial action unit detection (2009) (31)
Motion Words for Videos (2014) (30)
Eigenfiltering for flexible eigentracking (EFE) (2000) (30)
CAMEO: Camera Assisted Meeting Event Observer (2004) (30)
Robust normalization of silhouettes for recognition applications (2004) (30)
Learning Kernel Expansions for Image Classification (2007) (29)
Fast-FACS: A Computer-Assisted System to Increase Speed and Reliability of Manual FACS Coding (2011) (29)
Source constrained clustering (2011) (28)
Discriminative Optimization: Theory and Applications to Point Cloud Registration (2017) (28)
Parkinson’s Disease Tremor Detection in the Wild Using Wearable Accelerometers (2020) (27)
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning (2020) (27)
Spatio-Temporal Matching for Human Pose Estimation in Video (2016) (26)
Facial Action Transfer with Personalized Bilinear Regression (2012) (25)
Metric Learning for Image Alignment (2010) (25)
Pareto discriminant analysis (2010) (24)
Neural Synthesis of Binaural Speech From Mono Audio (2021) (23)
View-Based Adaptive Affine Tracking (1998) (23)
Learning a generic 3D face model from 2D image databases using incremental Structure-from-Motion (2010) (23)
Inverse Composition Discriminative Optimization for Point Cloud Registration (2018) (22)
Expressive Telepresence via Modular Codec Avatars (2020) (21)
Indoor people tracking based on dynamic weighted multidimensional scaling (2007) (21)
Unsupervised summarization of rushes videos (2010) (21)
Continuous Generalized Procrustes analysis (2014) (21)
Face recognition using enhanced linear discriminant analysis (2010) (21)
Soft-Margin Mixture of Regressions (2017) (20)
Designing a Metric for the Difference between Gaussian Densities (2010) (20)
High-Resolution Deep Convolutional Generative Adversarial Networks (2017) (19)
Local minima free Parameterized Appearance Models (2008) (19)
Feature and Region Selection for Visual Learning (2014) (19)
Modeling Spatial and Temporal Cues for Multi-label Facial Action Unit Detection (2016) (19)
Learning facial action units with spatiotemporal cues and multi-label sampling (2019) (19)
Learning probability distributions over partially-ordered human everyday activities (2013) (17)
Robust Parameterized Component Analysis Theory and Applications to 2D Facial Modeling (2002) (17)
Unsupervised Synchrony Discovery in Human Interaction (2015) (15)
Continuous Regression for Non-rigid Image Alignment (2012) (15)
Computerized detection and analysis of cancer chemotherapy-induced emesis in a small animal model, musk shrew (2011) (15)
Weakly-supervised learning for Parkinson's Disease tremor detection (2017) (14)
3D Human Pose, Shape and Texture From Low-Resolution Images and Videos (2021) (14)
Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance (2022) (14)
A Branch-and-Bound Framework for Unsupervised Common Event Discovery (2017) (13)
Multiple instance learning via Gaussian processes (2014) (13)
Pareto models for discriminative multiclass linear dimensionality reduction (2015) (13)
Emphatic Visual Speech Synthesis (2009) (12)
Automated Tremor Detection in Parkinson's Disease Using Accelerometer Signals (2018) (12)
Local isomorphism to solve the pre-image problem in kernel methods (2011) (11)
Hierarchical CRF with product label spaces for parts-based models (2011) (11)
Omnidirectional Video Capturing, Multiple People Tracking and Identification for Meeting Monitoring (2005) (11)
View alignment with dynamically updated affine tracking (1998) (11)
Canonical locality preserving Latent Variable Model for discriminative pose inference (2013) (10)
Implicit HRTF Modeling Using Temporal Convolutional Networks (2021) (10)
Automatic learning of appearance face models (2001) (10)
Multimodal Diaries (2007) (10)
Learning good features for Active Shape Models (2009) (10)
High-fidelity Face Tracking for AR/VR via Deep Lighting Adaptation (2021) (10)
Multimodal feature analysis for quantitative performance evaluation of endotracheal intubation (ETI) (2012) (10)
Automatic Clustering of Faces in Meetings (2006) (9)
Fast incremental method for matrix completion: An application to trajectory correction (2011) (9)
A UNIFICATION OF COMPONENT ANALYSIS METHODS (2009) (9)
Relaxed Exponential Kernels for Unsupervised Learning (2011) (9)
Optimal feature selection for subspace image matching (2009) (8)
Image-based tree pruning (2012) (8)
Unsupervised Image-to-Video Clothing Transfer (2019) (8)
Cascade of Tasks for facial expression analysis (2016) (8)
Continuous procrustes analysis to learn 2D shape models from 3D objects (2010) (7)
Hierarchical Aligned Cluster Analysis ( HACA ) for Temporal Segmentation of Human Motion (2008) (7)
Comparing laboratory and in-the-wild data for continuous Parkinson’s Disease tremor detection (2020) (7)
Efficient image alignment using linear appearance models (2009) (7)
Error-Correcting Factorization (2015) (7)
Learning to Track Multiple People in Omnidirectional Video (2005) (7)
Learning image alignment without local minima for face detection and tracking (2008) (7)
Robust end-to-end deep audiovisual speech recognition (2016) (6)
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models (2022) (6)
Additive Component Analysis (2017) (6)
Robust Principal Component Analysis for Brain Imaging (2013) (6)
Subspace eyetracking for driver warning (2003) (6)
Real-time 3D neural facial animation from binocular video (2021) (6)
Tracking algorithms based on dynamics of individuals and multidimensional scaling (2008) (5)
Text to visual synthesis with appearance models (2003) (5)
Fast and Robust Circular Object Detection with Probabilistic Pairwise Voting ( PPV ) (2011) (5)
Local Minima Embedding (2010) (4)
A Real-Time System for Head Tracking and Pose Estimation (2010) (4)
Multiple Face Recognition from Omnidirectional Video (2005) (4)
Unsupervised morphological segmentation of objects in contact (1997) (4)
Motion from Structure (MfS): Searching for 3D Objects in Cluttered Point Trajectories (2016) (3)
A Comparative Study of Supervised Learning Techniques for the Radiative Transfer Equation Inversion (2007) (3)
Segmentation and classification of meetings using multiple information streams (2004) (3)
Face Recognition with Histograms of Oriented Gradients (2010) (3)
Simultaneous registration and clustering for temporal segmentation of facial gestures from video (2007) (3)
Oriented Discriminant Analysis (ODA) (2004) (3)
Model-Based De-Identification of Facial Images (2008) (3)
Subspace Regression : Predicting a Subspace from One Sample (2009) (3)
Editorial: Special Issue on Deep Learning for Face Analysis (2019) (3)
Robust Egocentric Photo-realistic Facial Expression Transfer for Virtual Reality (2021) (2)
McKernel: A Library for Approximate Kernel Expansions in Log-linear Time (2017) (2)
Approximate Grassmannian Intersections: Subspace-Valued Subspace Learning (2017) (2)
Robust Principal Component Analysis for Improving Cognitive Brain States Discrimination from fMRI (2013) (2)
Non-rigid tracking of musk shrews in video for detection of emetic episodes (2011) (2)
Beat-to-beat ECG features for time resolution improvements in stress detection (2017) (2)
DensePose From WiFi (2022) (1)
7. Component Analysis methods for pattern recognition (2008) (1)
VitalResponder®: wearable wireless platform for vitals and body-area environment monitoring of first response teams (2019) (1)
Optimal no-intersection multi-label binary localization for time series using totally unimodular linear programming (2014) (1)
Foreword - De-identification for Privacy Protection in Multimedia 2015 (2015) (1)
Learning 3D appearance models from video (2004) (1)
Semantic Image Attack for Visual Model Diagnosis (2023) (1)
Active conditional models (2011) (1)
Controllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance (2022) (1)
Semantic Component Analysis (2015) (1)
A Least-Squares Framework for Component Analysis ( Under review for publication in PAMI ) (2010) (1)
Robust appearance matching with filtered component analysis (2007) (0)
Towards Realistic Generative 3D Face Models (2023) (0)
' s personal copy Optimal feature selection for support vector machines (2009) (0)
Applying Distance Metric Learning in a Collaborative Melanoma Diagnosis System with Case-Based Reasoning (2009) (0)
Training bookcowgrass flower ? ? water sky doggrass water boat water chair road ? cow grass chair grass dog building ? (2013) (0)
Parameterized kernels for support vector machine classification (2007) (0)
Instance-selecting regularization penalty for supervised image classifcation (2010) (0)
Machine Learning Approaches for the Inversion of the Radiative Transfer Equation (2009) (0)
Learning Optimal Metric for Image Alignment (2008) (0)
Pixel Codec Avatars: Supplemental Document (2021) (0)
Pareto Models for Multiclass Discriminative Linear Dimensionality Reduction (2014) (0)
Automatic detection of cancer chemotherapy-induced vomiting in musk shrews (2010) (0)
CAMEO: Modeling Human Activity in Formal Meeting Situations (2004) (0)
PATMAT: Person Aware Tuning of Mask-Aware Transformer for Face Inpainting (2023) (0)
Zero-shot Model Diagnosis (2023) (0)

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What Schools Are Affiliated With Fernando De La Torre?

Fernando De La Torre is affiliated with the following schools:

Carnegie Mellon University

Fernando De La Torre's Academic­Influence.com Rankings