Sergio Escalera

Orcid: 0000-0003-0617-8873

According to our database1, Sergio Escalera authored at least 396 papers between 2006 and 2024.

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Bibliography

2024
Surveillance Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2024

Predicting the generalization gap in neural networks using topological data analysis.
Neurocomputing, 2024

Multi-modal zero-shot dynamic hand gesture recognition.
Expert Syst. Appl., 2024

A survey on recent advances in Sign Language Production.
Expert Syst. Appl., 2024

Word separation in continuous sign language using isolated signs and post-processing.
Expert Syst. Appl., 2024

MANTRA: The Manifold Triangulations Assemblage.
CoRR, 2024

SoccerNet 2024 Challenges Results.
CoRR, 2024

Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition.
CoRR, 2024

Attending to Topological Spaces: The Cellular Transformer.
CoRR, 2024

in2IN: Leveraging individual Information to Generate Human INteractions.
CoRR, 2024

AI Competitions and Benchmarks: Dataset Development.
CoRR, 2024

A Transformer Model for Boundary Detection in Continuous Sign Language.
CoRR, 2024

TopoX: A Suite of Python Packages for Machine Learning on Topological Domains.
CoRR, 2024

Swin on Axes: Extending Swin Transformers to Quadtree Image Representations.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

Identifying Loitering Behavior with Trajectory Analysis.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

A Generative Multi-Resolution Pyramid and Normal-Conditioning 3D Cloth Draping.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

UPAR Challenge 2024: Pedestrian Attribute Recognition and Attribute-Based Person Retrieval - Dataset, Design, and Results.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

LiDAR-Assisted 3D Human Detection for Video Surveillance.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

FM-CLIP: Flexible Modal CLIP for Face Anti-Spoofing.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Unified Physical-Digital Face Attack Detection.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

DualH: A Dual Hierarchical Model for Temporal Action Localization.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Brain Responses to Emotional Avatars Challenge: Dataset and Results.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Agglomerative Token Clustering.
Proceedings of the Computer Vision - ECCV 2024, 2024

Unified Physical-Digital Attack Detection Challenge.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

T-DEED: Temporal-Discriminability Enhancer Encoder-Decoder for Precise Event Spotting in Sports Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

in2IN: Leveraging individual Information to Generate Human INteractions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-Spoofing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

A Noisy Elephant in the Room: Is Your out-of-Distribution Detector Robust to Label Noise?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Your Image Is My Video: Reshaping the Receptive Field via Image-to-Video Differentiable AutoAugmentation and Fusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Seamless Human Motion Composition with Blended Positional Encodings.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Video Transformers: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

ZS-GR: zero-shot gesture recognition from RGB-D videos.
Multim. Tools Appl., November, 2023

Gate-Shift-Fuse for Video Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
IEEE J. Biomed. Health Informatics, July, 2023

Learning to Recognize Actions on Objects in Egocentric Video With Attention Dictionaries.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

A deep co-attentive hand-based video question answering framework using multi-view skeleton.
Multim. Tools Appl., 2023

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.
Medical Image Anal., 2023

MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images.
Medical Image Anal., 2023

CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges.
J. Mach. Learn. Res., 2023

SADA: Semantic adversarial unsupervised domain adaptation for Temporal Action Localization.
CoRR, 2023

Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey.
CoRR, 2023

Exploring Emotion Expression Recognition in Older Adults Interacting with a Virtual Coach.
CoRR, 2023

ICML 2023 Topological Deep Learning Challenge : Design and Results.
CoRR, 2023

Decorrelating neurons using persistence.
CoRR, 2023

REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge.
CoRR, 2023

UPAR Challenge: Pedestrian Attribute Recognition and Attribute-based Person Retrieval - Dataset, Design, and Results.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023


ASTRA: An Action Spotting TRAnsformer for Soccer Videos.
Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, 2023

Video-based Skill Assessment for Golf: Estimating Golf Handicap.
Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, 2023

REACT2023: The First Multiple Appropriate Facial Reaction Generation Challenge.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Which Tokens to Use? Investigating Token Reduction in Vision Transformers.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multi-Rate Sensor Fusion for Unconstrained Near-Eye Gaze Estimation.
Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Beyond AUROC & co. for evaluating out-of-distribution detection performance.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Surveillance Face Presentation Attack Detection Challenge.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Neural Cloth Simulation.
ACM Trans. Graph., 2022

Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection.
IEEE Trans. Inf. Forensics Secur., 2022

ChaLearn Looking at People: IsoGD and ConGD Large-Scale RGB-D Gesture Recognition.
IEEE Trans. Cybern., 2022

First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis.
IEEE Trans. Affect. Comput., 2022

Modeling, Recognizing, and Explaining Apparent Personality From Videos.
IEEE Trans. Affect. Comput., 2022

Codabench: Flexible, easy-to-use, and reproducible meta-benchmark platform.
Patterns, 2022

Guest Editorial: Special issue on computer vision and machine learning for healthcare applications.
Pattern Anal. Appl., 2022

Real-time isolated hand sign language recognition using deep networks and SVD.
J. Ambient Intell. Humaniz. Comput., 2022

End-to-end global to local convolutional neural network learning for hand pose recovery in depth data.
IET Comput. Vis., 2022

A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences.
CoRR, 2022

UniUD-FBK-UB-UniBZ Submission to the EPIC-Kitchens-100 Multi-Instance Retrieval Challenge 2022.
CoRR, 2022

Towards explaining the generalization gap in neural networks using topological data analysis.
CoRR, 2022

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation.
CoRR, 2022

All You Need In Sign Language Production.
CoRR, 2022

Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022


Relevance-based Margin for Contrastively-trained Video Retrieval Models.
Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Multi-varied Cumulative Alignment for Domain Adaptation.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results.
Proceedings of the ECML/PKDD Workshop on Meta-Knowledge Transfer, 2022

ECCV 2022 Sign Spotting Challenge: Dataset, Design and Results.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

ChaLearn LAP Seasons in Drift Challenge: Dataset, Design and Results.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Using Eye Tracking to Investigate Interaction Between Humans and Virtual Agents.
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2022

Influence in Social Networks Through Visual Analysis of Image Memes.
Proceedings of the Artificial Intelligence Research and Development, 2022

Towards Self-Supervised Gaze Estimation.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
PBNS: physically based neural simulation for unsupervised garment pose space deformation.
ACM Trans. Graph., 2021

Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge.
IEEE Trans. Medical Imaging, 2021

Special Issue on Face Presentation Attack Detection.
IEEE Trans. Biom. Behav. Identity Sci., 2021

On the Effect of Observed Subject Biases in Apparent Personality Analysis From Audio-Visual Signals.
IEEE Trans. Affect. Comput., 2021

Survey on Emotional Body Gesture Recognition.
IEEE Trans. Affect. Comput., 2021

Automatic Recognition of Facial Displays of Unfelt Emotions.
IEEE Trans. Affect. Comput., 2021

SSSGAN: Satellite Style and Structure Generative Adversarial Networks.
Remote. Sens., 2021

Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Hand pose aware multimodal isolated sign language recognition.
Multim. Tools Appl., 2021

Introduction to the special issue of the ECML PKDD 2021 journal track.
Mach. Learn., 2021

Deep Unsupervised 3D Human Body Reconstruction from a Sparse set of Landmarks.
Int. J. Comput. Vis., 2021

Cross-ethnicity face anti-spoofing recognition challenge: A review.
IET Biom., 2021

Sign Language Recognition: A Deep Survey.
Expert Syst. Appl., 2021

Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking for Everyone.
CoRR, 2021

SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021.
CoRR, 2021

Neural Implicit Surfaces for Efficient and Accurate Collisions in Physically Based Simulations.
CoRR, 2021

Multi-Modal Zero-Shot Sign Language Recognition.
CoRR, 2021

ZS-SLR: Zero-Shot Sign Language Recognition from RGB-D Videos.
CoRR, 2021

ChaLearn Looking at People: Inpainting and Denoising challenges.
CoRR, 2021

Deep learning with self-supervision and uncertainty regularization to count fish in underwater images.
CoRR, 2021

DECONbench: a benchmarking platform dedicated to deconvolution methods for tumor heterogeneity quantification.
BMC Bioinform., 2021

Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Person Perception Biases Exposed: Revisiting the First Impressions Dataset.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021


Mobile eHealth Platform for Home Monitoring of Bipolar Disorder.
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021


Temporal Cues from Socially Unacceptable Trajectories for Anomaly Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

3D High-Fidelity Mask Face Presentation Attack Detection Challenge.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Emotional Features of Interactions with Empathic Agents.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Deep Frequency Re-calibration U-Net for Medical Image Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Understanding Social Behavior in Dyadic and Small Group Interactions: Preface.
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021

ChaLearn LAP Challenges on Self-Reported Personality Recognition and Non-Verbal Behavior Forecasting During Social Dyadic Interactions: Dataset, Design, and Results.
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021

Multimodal Sentiment and Personality Perception Under Speech: A Comparison of Transformer-based Architectures.
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021

DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios.
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021

Didn't see that coming: a survey on non-verbal social human behavior forecasting.
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021

UV-based reconstruction of 3D garments from a single RGB image.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Deep Parametric Surfaces for 3D Outfit Reconstruction from Single View Image.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Sign Language Production: A Review.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

nn-UNet Training on CycleGAN-Translated Images for Cross-modal Domain Adaptation in Biomedical Imaging.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

2020
Multi-Modal Face Presentation Attack Detection
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, ISBN: 978-3-031-01824-4, 2020

CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing.
IEEE Trans. Biom. Behav. Identity Sci., 2020

Towards automated computer vision: analysis of the AutoCV challenges 2019.
Pattern Recognit. Lett., 2020

SMPLR: Deep learning based SMPL reverse for 3D human pose and shape recovery.
Pattern Recognit., 2020

Guest Editorial: Image and Video Inpainting and Denoising.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Video-based isolated hand sign language recognition using a deep cascaded model.
Multim. Tools Appl., 2020

Analysis of the interaction between elderly people and a simulated virtual coach.
J. Ambient Intell. Humaniz. Comput., 2020

CR-Net: A Deep Classification-Regression Network for Multimodal Apparent Personality Analysis.
Int. J. Comput. Vis., 2020

Hand sign language recognition using multi-view hand skeleton.
Expert Syst. Appl., 2020

Statistical Machine Learning for Human Behaviour Analysis.
Entropy, 2020

Physically Based Neural Simulator for Garment Animation.
CoRR, 2020

DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation.
CoRR, 2020

FBK-HUPBA Submission to the EPIC-Kitchens Action Recognition 2020 Challenge.
CoRR, 2020

Computing the Testing Error without a Testing Set.
CoRR, 2020

Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review.
CoRR, 2020

CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing.
CoRR, 2020

Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation.
CoRR, 2020

Learning Cloth Dynamics: 3D+Texture Garment Reconstruction Benchmark.
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

Stacked BCDU-Net with Semantic CMR Synthesis: Application to Myocardial Pathology Segmentation Challenge.
Proceedings of the Myocardial Pathology Segmentation Combining Multi-Sequence Cardiac Magnetic Resonance Images, 2020

Message from the General and Program Chairs FG 2020.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Generative Video Face Reenactment by AUs and Gaze Regularization.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Impairments in decoding facial and vocal emotional expressions in high functioning autistic adults and adolescents.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Seniors' ability to decode differently aged facial emotional expressions.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Explainable Early Stopping for Action Unit Recognition.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

ChaLearn LAP 2020 Challenge on Identity-preserved Human Detection: Dataset and Results.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

CLOTH3D: Clothed 3D Humans.
Proceedings of the Computer Vision - ECCV 2020, 2020

Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Gate-Shift Networks for Video Action Recognition.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Computing the Testing Error Without a Testing Set.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Dynamic 3D Hand Gesture Recognition by Learning Weighted Depth Motion Maps.
IEEE Trans. Circuits Syst. Video Technol., 2019

Audio-Visual Emotion Recognition in Video Clips.
IEEE Trans. Affect. Comput., 2019

Guest editorial: special issue on human abnormal behavioural analysis.
Mach. Vis. Appl., 2019

A novel deep network architecture for reconstructing RGB facial images from thermal for face recognition.
Multim. Tools Appl., 2019

From 2D to 3D geodesic-based garment matching.
Multim. Tools Appl., 2019

Action Recognition Using Single-Pixel Time-of-Flight Detection.
Entropy, 2019

Privacy-Constrained Biometric System for Non-Cooperative Users.
Entropy, 2019

Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing.
CoRR, 2019

FBK-HUPBA Submission to the EPIC-Kitchens 2019 Action Recognition Challenge.
CoRR, 2019

Hierarchical Feature Aggregation Networks for Video Action Recognition.
CoRR, 2019

Multi-class structural damage segmentation using fully convolutional networks.
Comput. Ind., 2019


Towards Automated Deep Learning: Analysis of the AutoDL challenge series 2019.
Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019

Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

On the effect of age perception biases for real age regression.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

LSTA: Long Short-Term Attention for Egocentric Action Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Analysis of the AutoML Challenge Series 2015-2018.
Proceedings of the Automated Machine Learning - Methods, Systems, Challenges, 2019

2018
Multimodal First Impression Analysis with Deep Residual Networks.
IEEE Trans. Affect. Comput., 2018

Guest Editorial: Apparent Personality Analysis.
IEEE Trans. Affect. Comput., 2018

Organ Segmentation in Poultry Viscera Using RGB-D.
Sensors, 2018

Articulated motion and deformable objects.
Pattern Recognit., 2018

Guest Editorial: The Computational Face.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Error-Correcting Factorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Action detection fusing multiple Kinects and a WIMU: an application to in-home assistive technology for the elderly.
Mach. Vis. Appl., 2018

Beyond one-hot encoding: Lower dimensional target embedding.
Image Vis. Comput., 2018

Top-down model fitting for hand pose recovery in sequences of depth images.
Image Vis. Comput., 2018

Exploiting feature representations through similarity learning, post-ranking and ranking aggregation for person re-identification.
Image Vis. Comput., 2018

Looking at People Special Issue.
Int. J. Comput. Vis., 2018

Back-dropout transfer learning for action recognition.
IET Comput. Vis., 2018

Recurrent neural networks for remote sensing image classification.
IET Comput. Vis., 2018

Integrating Vision and Language for First-Impression Personality Analysis.
IEEE Multim., 2018

Expert systems: Special issue on "Machine Learning Methods Neural Networks applied to Vision and Robotics (MLMVR)".
Expert Syst. J. Knowl. Eng., 2018

Multi-Modal Deep Hand Sign Language Recognition in Still Images Using Restricted Boltzmann Machine.
Entropy, 2018

RGB-D-based human motion recognition with deep learning: A survey.
Comput. Vis. Image Underst., 2018

SMPLR: Deep SMPL reverse for 3D human pose and shape recovery.
CoRR, 2018

CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing.
CoRR, 2018

A Study of Language and Classifier-independent Feature Analysis for Vocal Emotion Recognition.
CoRR, 2018

From 2D to 3D Geodesic-based Garment Matching.
CoRR, 2018

First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis.
CoRR, 2018

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos.
CoRR, 2018

Dominant and Complementary Emotion Recognition From Still Images of Faces.
IEEE Access, 2018

Automatic Access Control Based on Face and Hand Biometrics in a Non-cooperative Context.
Proceedings of the 2018 IEEE Winter Applications of Computer Vision Workshops, 2018

CRN: End-to-end Convolutional Recurrent Network Structure Applied to Vehicle Classification.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest.
Proceedings of the Pattern Recognition and Information Forensics, 2018

Deep Multimodal Pain Recognition: A Database and Comparison of Spatio-Temporal Visual Modalities.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Changes in Facial Expression as Biometric: A Database and Benchmarks of Identification.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Folded Recurrent Neural Networks for Future Video Prediction.
Proceedings of the Computer Vision - ECCV 2018, 2018

Residual Stacked RNNs for Action Recognition.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Deep Structure Inference Network for Facial Action Unit Recognition.
Proceedings of the Computer Vision - ECCV 2018, 2018

Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

From Apparent to Real Age: Gender, Age, Ethnic, Makeup, and Expression Bias Analysis in Real Age Estimation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Editorial: special issue on computational intelligence for vision and robotics.
Neural Comput. Appl., 2017

Evolving weighting schemes for the Bag of Visual Words.
Neural Comput. Appl., 2017

Subspace Procrustes Analysis.
Int. J. Comput. Vis., 2017

Automatic Sleep System Recommendation by Multi-modal RBG-Depth-Pressure Anthropometric Analysis.
Int. J. Comput. Vis., 2017

Locality regularized group sparse coding for action recognition.
Comput. Vis. Image Underst., 2017

3D Hand Pose Estimation: From Current Achievements to Future Goals.
CoRR, 2017

Automatic Recognition of Deceptive Facial Expressions of Emotion.
CoRR, 2017

End-to-end Global to Local CNN Learning for Hand Pose Recovery in Depth data.
CoRR, 2017

End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks.
CoRR, 2017

ChaLearn Looking at People: Events and Resources.
CoRR, 2017

XBadges. Identifying and training soft skills with commercial video games.
CoRR, 2017

ChaLearn looking at people: A review of events and resources.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Design of an explainable machine learning challenge for video interviews.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Wordfence: Text detection in natural images with border awareness.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Visualizing Apparent Personality Analysis with Deep Residual Networks.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Darwintrees for Action Recognition.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Action Recognition from RGB-D Data: Comparison and Fusion of Spatio-Temporal Handcrafted Features and Deep Strategies.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Occlusion Aware Hand Pose Recovery from Sequences of Depth Images.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation: Databases.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Dominant and Complementary Multi-Emotional Facial Expression Recognition Using C-Support Vector Classification.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Exploiting feature Representations Through Similarity Learning and Ranking Aggregation for Person Re-identification.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Apparent and Real Age Estimation in Still Images with Deep Residual Regressors on Appa-Real Database.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

XBadges. Identifying and training soft skills with commercial video games. Improving persistence, risk taking & spatial reasoning with commercial video games and facial and emotional recognition system.
Proceedings of the 4th Congreso de la Sociedad Española para las Ciencias del Videojuego, 2017

Challenges in Multi-modal Gesture Recognition.
Proceedings of the Gesture Recognition, 2017

Deep Learning for Action and Gesture Recognition in Image Sequences: A Survey.
Proceedings of the Gesture Recognition, 2017

2016
A Gesture Recognition System for Detecting Behavioral Patterns of ADHD.
IEEE Trans. Cybern., 2016

Segmentation of RGB-D indoor scenes by stacking random forests and conditional random fields.
Pattern Recognit. Lett., 2016

Guest Editors' Introduction to the Special Issue on Multimodal Human Pose Recovery and Behavior Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-Related Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Robust non-blind color video watermarking using QR decomposition and entropy analysis.
J. Vis. Commun. Image Represent., 2016

Challenges in multimodal gesture recognition.
J. Mach. Learn. Res., 2016

Multi-modal RGB-Depth-Thermal Human Body Segmentation.
Int. J. Comput. Vis., 2016

Poselet-Based Contextual Rescoring for Human Pose Estimation via Pictorial Structures.
Int. J. Comput. Vis., 2016

Improved RGB-D-T based face recognition.
IET Biom., 2016

A real-time Human-Robot Interaction system based on gestures for assistive scenarios.
Comput. Vis. Image Underst., 2016

Automatic garment retexturing based on infrared information.
Comput. Graph., 2016

Support vector machines with time series distance kernels for action classification.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Human Head Pose Estimation on SASE Database Using Random Hough Regression Forests.
Proceedings of the Video Analytics. Face and Facial Expression Recognition and Audience Measurement, 2016

Spatio-temporal Pain Recognition in CNN-Based Super-Resolved Facial Images.
Proceedings of the Video Analytics. Face and Facial Expression Recognition and Audience Measurement, 2016

Fusion of classifier predictions for audio-visual emotion recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention.
Proceedings of the 2016 Workshop on Automatic Machine Learning, 2016

ChaLearn LAP 2016: First Round Challenge on First Impressions - Dataset and Results.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

SASE: RGB-Depth Database for Human Head Pose Estimation.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Overcoming Calibration Problems in Pattern Labeling with Pairwise Ratings: Application to Personality Traits.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Convolutional Neural Network Super Resolution for Face Recognition in Surveillance Monitoring.
Proceedings of the Articulated Motion and Deformable Objects, 2016

RGB-D Segmentation of Poultry Entrails.
Proceedings of the Articulated Motion and Deformable Objects, 2016

Spatiotemporal Facial Super-Pixels for Pain Detection.
Proceedings of the Articulated Motion and Deformable Objects, 2016

Action Recognition by Pairwise Proximity Function Support Vector Machines with Dynamic Time Warping Kernels.
Proceedings of the Advances in Artificial Intelligence, 2016

Continuous Supervised Descent Method for Facial Landmark Localisation.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Non-verbal communication analysis in Victim-Offender Mediations.
Pattern Recognit. Lett., 2015

Multi-part body segmentation based on depth maps for soft biometry analysis.
Pattern Recognit. Lett., 2015

Generalized multi-scale stacked sequential learning for multi-class classification.
Pattern Anal. Appl., 2015

Combining local and global learners in the pairwise multiclass classification.
Pattern Anal. Appl., 2015

HuPBA8k+: Dataset and ECOC-Graph-Cut based segmentation of human limbs.
Neurocomputing, 2015

Spatial codification of label predictions in multi-scale stacked sequential learning: a case study on multi-class medical volume segmentation.
IET Comput. Vis., 2015

Automatic non-verbal communication skills analysis: A quantitative evaluation.
AI Commun., 2015

Fractional Programming Weighted Decoding for Error-Correcting Output Codes.
Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

Deep learning based super-resolution for improved action recognition.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Design of the 2015 ChaLearn AutoML challenge.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

ChaLearn looking at people 2015 new competitions: Age estimation and cultural event recognition.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Improving bag of visual words representations with genetic programming.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Gesture based human multi-robot interaction.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition Datasets and Results.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

A new retexturing method for virtual fitting room using Kinect 2 camera.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Spatiotemporal analysis of RGB-D-T facial images for multimodal pain level recognition.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Keep it accurate and diverse: Enhancing action recognition performance by ensemble learning.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Unsupervised Behavior-Specific Dictionary Learning for Abnormal Event Detection.
Proceedings of the British Machine Vision Conference 2015, 2015

Gesture and Action Recognition by Evolved Dynamic Subgestures.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Spherical Blurred Shape Model for 3-D Object and Pose Recognition: Quantitative Analysis and HCI Applications in Smart Environments.
IEEE Trans. Cybern., 2014

A Survey on Model Based Approaches for 2D and 3D Visual Human Pose Recovery.
Sensors, 2014

Iterative multi-class multi-scale stacked sequential learning: Definition and application to medical volume segmentation.
Pattern Recognit. Lett., 2014

Probability-based Dynamic Time Warping and Bag-of-Visual-and-Depth-Words for Human Gesture Recognition in RGB-D.
Pattern Recognit. Lett., 2014

Continuous Generalized Procrustes analysis.
Pattern Recognit., 2014

On the design of an ECOC-Compliant Genetic Algorithm.
Pattern Recognit., 2014

A computational framework for cancer response assessment based on oncological PET-CT scans.
Comput. Biol. Medicine, 2014

A Framework of Multi-classifier Fusion for Human Action Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Generic Subclass Ensemble: A Novel Approach to Ensemble Classification.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Learning to Segment Humans by Stacking Their Body Parts.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

ChaLearn Looking at People Challenge 2014: Dataset and Results.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Contextual Rescoring for Human Pose Estimation.
Proceedings of the British Machine Vision Conference, 2014

2013
Multi-modal user identification and object recognition surveillance system.
Pattern Recognit. Lett., 2013

A genetic-based subspace analysis method for improving Error-Correcting Output Coding.
Pattern Recognit., 2013

Multi-Modal Human Behaviour Analysis from Visual Data Sources.
ERCIM News, 2013

Automatic digital biometry analysis based on depth maps.
Comput. Ind., 2013

Efficient complementary viewpoint selection in volume rendering.
Proceedings of the 21st International Conference in Central Europe on Computer Graphics, 2013

Intelligent Interactive Volume Classification.
Proceedings of the 21st Pacific Conference on Computer Graphics and Applications, 2013

A Framework towards the Unification of Ensemble Classification Methods.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Multi-modal social signal analysis for predicting agreement in conversation settings.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Multi-modal gesture recognition challenge 2013: dataset and results.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Multi-modal descriptors for multi-class hand pose recognition in human computer interaction systems.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Human Body Segmentation with Multi-limb Error-Correcting Output Codes Detection and Graph Cuts Optimization.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Tri-modal Person Re-identification with RGB, Depth and Thermal Features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Actions in Context: System for People with Dementia.
Proceedings of the Citizen in Sensor Networks - Second International Workshop, 2013

Automatic Hand Detection in RGB-Depth Data Sequences.
Proceedings of the Artificial Intelligence Research and Development, 2013

Quantitative Analysis of Non-Verbal Communication for Competence Analysis.
Proceedings of the Artificial Intelligence Research and Development, 2013

Logo Recognition Based on the Dempster-Shafer Fusion of Multiple Classifiers.
Proceedings of the Advances in Artificial Intelligence, 2013

2012
Increasing Retrieval Quality in Conversational Recommenders.
IEEE Trans. Knowl. Data Eng., 2012

Accurate Coronary Centerline Extraction, Caliber Estimation, and Catheter Detection in Angiographies.
IEEE Trans. Inf. Technol. Biomed., 2012

GrabCut-Based Human Segmentation in Video Sequences.
Sensors, 2012

Social Network Extraction and Analysis Based on Multimodal Dyadic Interaction.
Sensors, 2012

Minimal design of error-correcting output codes.
Pattern Recognit. Lett., 2012

Human limb segmentation in depth maps based on spatio-temporal Graph-cuts optimization.
J. Ambient Intell. Smart Environ., 2012

Automatic brain caudate nuclei segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder.
Comput. Medical Imaging Graph., 2012

Posture Analysis and Range of Movement Estimation Using Depth Maps.
Proceedings of the Advances in Depth Image Analysis and Applications, 2012

Probability-Based Dynamic Time Warping for Gesture Recognition on RGB-D Data.
Proceedings of the Advances in Depth Image Analysis and Applications, 2012

A Genetic Inspired Optimization for ECOC.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Supervised brain segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder.
Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

BoVDW: Bag-of-Visual-and-Depth-Words for gesture recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Automatic Internal Segmentation of Caudate Nucleus for Diagnosis of Attention-Deficit/Hyperactivity Disorder.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

Rough Set Subspace Error-Correcting Output Codes.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Graph cuts optimization for multi-limb human segmentation in depth maps.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Survey on 2D and 3D Human Pose Recovery.
Proceedings of the Artificial Intelligence Research and Development, 2012

Human Behavior Analysis from Depth Maps.
Proceedings of the Articulated Motion and Deformable Objects, 2012

User Identification and Object Recognition in Clutter Scenes Based on RGB-Depth Analysis.
Proceedings of the Articulated Motion and Deformable Objects, 2012

Efficient Pairwise Classification Using Local Cross Off Strategy.
Proceedings of the Advances in Artificial Intelligence, 2012

2011
On the Design of Low Redundancy Error-Correcting Output Codes.
Proceedings of the Ensembles in Machine Learning Applications, 2011

Traffic-Sign Recognition Systems.
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-2245-6, 2011

Circular Blurred Shape Model for Multiclass Symbol Recognition.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Online error correcting output codes.
Pattern Recognit. Lett., 2011

Intelligent GPGPU Classification in Volume Visualization: A framework based on Error-Correcting Output Codes.
Comput. Graph. Forum, 2011

OpenCL based machine learning labeling of biomedical datasets.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Multi-class Multi-scale Stacked Sequential Learning.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Introducing the Separability Matrix for Error Correcting Output Codes Coding.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Biologically Inspired Path Execution Using SURF Flow in Robot Navigation.
Proceedings of the Advances in Computational Intelligence, 2011

Human Behavior Analysis from Video Data Using Bag-of-Gestures.
Proceedings of the IJCAI 2011, 2011

Featureweighting in dynamic timewarping for gesture recognition in depth data.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Automatic user interaction correction via Multi-label Graph cuts.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Adaboost GPU-based Classifier for Direct Volume Rendering.
Proceedings of the GRAPP 2011, 2011

Biologically Inspired Turn Control for Autonomous Mobile Robots.
Proceedings of the Artificial Intelligence Research and Development, 2011

2010
Re-coding ECOCs without re-training.
Pattern Recognit. Lett., 2010

On the Decoding Process in Ternary Error-Correcting Output Codes.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Traffic sign recognition system with <i>beta</i> -correction.
Mach. Vis. Appl., 2010

Error-Correcting Ouput Codes Library.
J. Mach. Learn. Res., 2010

Automatic Detection of Dominance and Expected Interest.
EURASIP J. Adv. Signal Process., 2010

Symbol Classification Using Dynamic Aligned Shape Descriptor.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Adding Classes Online in Error Correcting Output Codes Framework.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Modelling and analyzing multimodal dyadic interactions using social networks.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

Spatio-Temporal GrabCut human segmentation for face and pose recovery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Classifying Objects at Different Sizes with Multi-Scale Stacked Sequential Learning.
Proceedings of the Artificial Intelligence Research and Development, 2010

2009
Intravascular Ultrasound Tissue Characterization with Sub-class Error-Correcting Output Codes.
J. Signal Process. Syst., 2009

Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification.
IEEE Trans. Intell. Transp. Syst., 2009

Separability of ternary codes for sparse designs of error-correcting output codes.
Pattern Recognit. Lett., 2009

Blurred Shape Model for binary and grey-level symbol recognition.
Pattern Recognit. Lett., 2009

Recoding Error-Correcting Output Codes.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Visual content layer for scalable object recognition in urban image databases.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Circular Blurred Shape Model for symbol spotting in documents.
Proceedings of the International Conference on Image Processing, 2009

Multi-class Binary Symbol Classification with Circular Blurred Shape Models.
Proceedings of the Image Analysis and Processing, 2009

Quality Enhancement Based on Reinforcement Learning and Feature Weighting for a Critiquing-Based Recommender.
Proceedings of the Case-Based Reasoning Research and Development, 2009

Multi-modal laughter recognition in video conversations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Dominance detection in face-to-face conversations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Measuring Interest of Human Dyadic Interactions.
Proceedings of the Artificial Intelligence Research and Development, 2009

Text Detection in Urban Scenes.
Proceedings of the Artificial Intelligence Research and Development, 2009

Generic Object Recognition in Urban Image Databases.
Proceedings of the Artificial Intelligence Research and Development, 2009

Contextual-Guided Bag-of-Visual-Words Model for Multi-class Object Categorization.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
An incremental node embedding technique for error correcting output codes.
Pattern Recognit., 2008

Subclass Problem-Dependent Design for Error-Correcting Output Codes.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Detection of Complex Salient Regions.
EURASIP J. Adv. Signal Process., 2008

Loss-Weighted Decoding for Error-Correcting Output Coding.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Sub-class Error-Correcting Output Codes.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Error-Correcting output coding for chagasic patients characterization.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Separability of ternary Error-Correcting Output Codes.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

IVUS tissue characterization with sub-class error-correcting output codes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Boosted Landmarks of Contextual Descriptors and Forest-ECOC: A novel framework to detect and classify objects in cluttered scenes.
Pattern Recognit. Lett., 2007

Traffic sign classification using error correcting techniques.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Handwritten Symbol Recognition by a Boosted Blurred Shape Model with Error Correction.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Robust Complex Salient Regions.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Report on the Third Contest on Symbol Recognition.
Proceedings of the Graphics Recognition. Recent Advances and New Opportunities, 2007

Hand Drawn Symbol Recognition by Blurred Shape Model Descriptor and a Multiclass Classifier.
Proceedings of the Graphics Recognition. Recent Advances and New Opportunities, 2007

Complex Salient Regions for Computer Vision Problems.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Multi-class Binary Object Categorization Using Blurred Shape Models.
Proceedings of the Progress in Pattern Recognition, 2007

2006
Forest Extension of Error Correcting Output Codes and Boosted Landmarks.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

ECOC-ONE: A Novel Coding and Decoding Strategy.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Decoding of Ternary Error Correcting Output Codes.
Proceedings of the Progress in Pattern Recognition, 2006

Optimal Extension of Error Correcting Output Codes.
Proceedings of the Artificial Intelligence Research and Development, 2006


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