Jordi Gonzàlez

Orcid: 0000-0001-8033-0306

Affiliations:
  • Autonomous University of Barcelona, Spain


According to our database1, Jordi Gonzàlez authored at least 150 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Meta-MMFNet: Meta-learning-based Multi-model Fusion Network for Micro-expression Recognition.
ACM Trans. Multim. Comput. Commun. Appl., February, 2024

MCLEMCD: multimodal collaborative learning encoder for enhanced music classification from dances.
Multim. Syst., February, 2024

MCNet: meta-clustering learning network for micro-expression recognition.
J. Electronic Imaging, 2024

Gated Fusion Network With Progressive Modality Enhancement for Sentiment Analysis.
IEEE Access, 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

FedSOKD-TFA: Federated Learning with Stage-Optimal Knowledge Distillation and Three-Factor Aggregation.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023
Explaining Visual Counterfactual Explainers.
Trans. Mach. Learn. Res., 2023

Single image super-resolution based on directional variance attention network.
Pattern Recognit., 2023

Masked Discriminators for Content-Consistent Unpaired Image-to-Image Translation.
CoRR, 2023

2022
Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification.
IEEE Trans. Cybern., 2022

Image rain removal and illumination enhancement done in one go.
Knowl. Based Syst., 2022

A Closer Look at Embedding Propagation for Manifold Smoothing.
J. Mach. Learn. Res., 2022

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

Frequency-Based Enhancement Network for Efficient Super-Resolution.
IEEE Access, 2022

2021
Logo Detection With No Priors.
IEEE Access, 2021

OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020
Pay Attention to the Activations: A Modular Attention Mechanism for Fine-Grained Image Recognition.
IEEE Trans. Multim., 2020

Hierarchical Residual Attention Network for Single Image Super-Resolution.
CoRR, 2020

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

Active Player Detection in Handball Videos Using Optical Flow and STIPs Based Measures.
Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019

Catastrophic Interference in Disguised Face Recognition.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

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

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

PRAXIS: Towards automatic cognitive assessment using gesture recognition.
Expert Syst. Appl., 2018

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

Deep Inference of Personality Traits by Integrating Image and Word Use in Social Networks.
CoRR, 2018

Attend and Rectify: A Gated Attention Mechanism for Fine-Grained Recovery.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
Age and gender recognition in the wild with deep attention.
Pattern Recognit., 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

Regularizing CNNs with Locally Constrained Decorrelations.
Proceedings of the 5th International Conference on Learning Representations, 2017

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

2016
Human Pose Estimation from Monocular Images: A Comprehensive Survey.
Sensors, 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

Guest Editorial: Analysis and Retrieval of Events/Actions and Workflows in Video Streams.
Multim. Tools Appl., 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

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

A coarse-to-fine approach for fast deformable object detection.
Pattern Recognit., 2015

Combining where and what in change detection for unsupervised foreground learning in surveillance.
Pattern Recognit., 2015

Chromatic shadow detection and tracking for moving foreground segmentation.
Image Vis. Comput., 2015

Enhanced Asymmetric Bilinear Model for Face Recognition.
Int. J. Distributed Sens. Networks, 2015

Factorized appearances for object detection.
Comput. Vis. Image Underst., 2015

Enhanced Mixtures of Part Model for Human Pose Estimation.
CoRR, 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

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

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

2014
Toward Real-Time Pedestrian Detection Based on a Deformable Template Model.
IEEE Trans. Intell. Transp. Syst., 2014

Color Constancy Using 3D Scene Geometry Derived From a Single Image.
IEEE Trans. Image Process., 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

Special issue on background modeling for foreground detection in real-world dynamic scenes.
Mach. Vis. Appl., 2014

Corrigendum to "Hierarchical On-line Appearance-Based Tracking for 3D Head Pose, Eyebrows, Lips, Eyelids and Irises" [Image Vision Comput. (2013) 322-340].
Image Vis. Comput., 2014

Robustness of Input Features from Noisy Silhouettes in Human Pose Estimation.
Proceedings of the International Conference on Identification, 2014

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

2013
Exploiting Multimodal Interaction Techniques for Video-Surveillance.
Proceedings of the Multimodal Interaction in Image and Video Applications, 2013

Hierarchical On-line Appearance-Based Tracking for 3D head pose, eyebrows, lips, eyelids and irises.
Image Vis. Comput., 2013

Exploiting multiple cues in motion segmentation based on background subtraction.
Neurocomputing, 2013

Human action recognition using an ensemble of body-part detectors.
Expert Syst. J. Knowl. Eng., 2013

Large scale continuous visual event recognition using max-margin Hough transformation framework.
Comput. Vis. Image Underst., 2013

4th ACM/IEEE ARTEMIS 2013 international workshop on analysis and retrieval of tracked events and motion in imagery streams.
Proceedings of the ACM Multimedia Conference, 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

2012
Trajectory-Based Abnormality Categorization for Learning Route Patterns in Surveillance.
Proceedings of the Detection and Identification of Rare Audiovisual Cues, 2012

Discriminative compact pyramids for object and scene recognition.
Pattern Recognit., 2012

A Local 3-D Motion Descriptor for Multi-View Human Action Recognition from 4-D Spatio-Temporal Interest Points.
IEEE J. Sel. Top. Signal Process., 2012

Compact and adaptive spatial pyramids for scene recognition.
Image Vis. Comput., 2012

Harmony Potentials - Fusing Global and Local Scale for Semantic Image Segmentation.
Int. J. Comput. Vis., 2012

Human action recognition based on estimated weak poses.
EURASIP J. Adv. Signal Process., 2012

Semantic Understanding of Human Behaviors in Image Sequences: From video-surveillance to video-hermeneutics.
Comput. Vis. Image Underst., 2012

Selective spatio-temporal interest points.
Comput. Vis. Image Underst., 2012

Edge classification using photo-geometric features.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

3D human pose estimation using 2D body part detectors.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

On partial least squares in head pose estimation: How to simultaneously deal with misalignment.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

A New Image Dataset on Human Interactions.
Proceedings of the Articulated Motion and Deformable Objects, 2012

2011
Accurate Moving Cast Shadow Suppression Based on Local Color Constancy Detection.
IEEE Trans. Image Process., 2011

Efficient discriminative multiresolution cascade for real-time human detection applications.
Pattern Recognit. Lett., 2011

Augmenting video surveillance footage with virtual agents for incremental event evaluation.
Pattern Recognit. Lett., 2011

Determining the best suited semantic events for cognitive surveillance.
Expert Syst. Appl., 2011

Modeling vs. learning approaches for monocular 3D human pose estimation.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

On the effect of temporal information on monocular 3d human pose estimation.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

A selective spatio-temporal interest point detector for human action recognition in complex scenes.
Proceedings of the IEEE International Conference on Computer Vision, 2011

On Importance of Interactions and Context in Human Action Recognition.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

A coarse-to-fine approach for fast deformable object detection.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Semantics of Human Behavior in Image Sequences.
Proceedings of the Computer Analysis of Human Behavior., 2011

Beyond the Static Camera: Issues and Trends in Active Vision.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

2010
On tracking inside groups.
Mach. Vis. Appl., 2010

Nonlinear Synchronization for Automatic Learning of 3D Pose Variability in Human Motion Sequences.
EURASIP J. Adv. Signal Process., 2010

Robust Real-Time Background Subtraction Based on Local Neighborhood Patterns.
EURASIP J. Adv. Signal Process., 2010

First ACM international workshop on analysis and retrieval of tracked events and motion in imagery streams (ARTEMI 2010).
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Reactive Object Tracking with a Single PTZ Camera.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Recursive Coarse-to-Fine Localization for Fast Object Detection.
Proceedings of the Computer Vision - ECCV 2010, 2010

Automatic Learning of Background Semantics in Generic Surveilled Scenes.
Proceedings of the Computer Vision, 2010

Harmony potentials for joint classification and segmentation.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Automatic Key Pose Selection for 3D Human Action Recognition.
Proceedings of the Articulated Motion and Deformable Objects, 6th International Conference, 2010

2009
A Comparison Framework for walking performances using <i>aSpaces</i>.
Proceedings of the Progress in Computer Vision and Image Analysis, 2009

Action-specific motion prior for efficient Bayesian 3D human body tracking.
Pattern Recognit., 2009

Real-time gaze tracking with appearance-based models.
Mach. Vis. Appl., 2009

Generation of augmented video sequences combining behavioral animation and multi-object tracking.
Comput. Animat. Virtual Worlds, 2009

Toward natural interaction through visual recognition of body gestures in real-time.
Interact. Comput., 2009

Understanding dynamic scenes based on human sequence evaluation.
Image Vis. Comput., 2009

Editorial.
Int. J. Pattern Recognit. Artif. Intell., 2009

Trinocular stereo matching with composite disparity space image.
Proceedings of the International Conference on Image Processing, 2009

A distributed camera system for multi-resolution surveillance.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Detection and removal of chromatic moving shadows in surveillance scenarios.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

High-Speed Human Detection Using a Multiresolution Cascade of Histograms of Oriented Gradients.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Robust and Efficient Multipose Face Detection Using Skin Color Segmentation.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Towards Real-Time Human Action Recognition.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2008
Enhancing Real-Time Human Detection Based on Histograms of Oriented Gradients.
Proceedings of the Computer Recognition Systems 2, 2008

A Simple Method of Multiple Camera Calibration for the Joint Top View Projection.
Proceedings of the Computer Recognition Systems 2, 2008

Face Detection in Color Images Using Primitive Shape Features.
Proceedings of the Computer Recognition Systems 2, 2008

Trajectory Fusion for Multiple Camera Tracking.
Proceedings of the Computer Recognition Systems 2, 2008

Interpretation of complex situations in a semantic-based surveillance framework.
Signal Process. Image Commun., 2008

Automatic face and facial features initialization for robust and accurate tracking.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Background subtraction technique based on chromaticity and intensity patterns.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Confidence assessment on eyelid and eyebrow expression recognition.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

View-invariant human-body detection with extension to human action recognition using component-wise HMM of body parts.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Fusing Edge Cues to Handle Colour Problems in Image Segmentation.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

View-Invariant Human Action Detection Using Component-Wise HMM of Body Parts.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

Autonomous Virtual Agents for Performance Evaluation of Tracking Algorithms.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

2007
On Reasoning over Tracking Events.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Ontology for Semantic Integration in a Cognitive Surveillance System.
Proceedings of the Semantic Multimedia, 2007

Natural Language Descriptions of Human Behavior from Video Sequences.
Proceedings of the KI 2007: Advances in Artificial Intelligence, 2007

Robust Multiple-People Tracking Using Colour-Based Particle Filters.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Hierarchical Eyelid and Face Tracking.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Improving Background Subtraction Based on a Casuistry of Colour-Motion Segmentation Problems.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Automatic Learning of Conceptual Knowledge in Image Sequences for Human Behavior Interpretation.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Assessing Confidence in Cased Based Reuse Step.
Proceedings of the Artificial Intelligence Research and Development, 2007

Deterministic and Stochastic Methods for Gaze Tracking in Real-Time.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

Semantic Annotation of Complex Human Scenes for Multimedia Surveillance.
Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006
Action Spaces for Efficient Bayesian Tracking of Human Motion.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Unconstrained Multiple-People Tracking.
Proceedings of the Pattern Recognition, 2006

3D Human Motion Sequences Synchronization Using Dense Matching Algorithm.
Proceedings of the Pattern Recognition, 2006

Posture Constraints for Bayesian Human Motion Tracking.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

Efficient Incorporation of Motionless Foreground Objects for Adaptive Background Segmentation.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

Combined Head, Lips, Eyebrows, and Eyelids Tracking Using Adaptive Appearance Models.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

2005
Robust Particle Filtering for Object Tracking.
Proceedings of the Image Analysis and Processing, 2005

Improving Tracking by Handling Occlusions.
Proceedings of the Pattern Recognition and Image Analysis, 2005

3D Action Modeling and Reconstruction for 2D Human Body Tracking.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Probabilistic Image-Based Tracking: Improving Particle Filtering.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

A 3D Dynamic Model of Human Actions for Probabilistic Image Tracking.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2004
Human sequence evaluation: the key-frame approach.
PhD thesis, 2004

Analysis of Human Walking Based on aSpaces.
Proceedings of the Articulated Motion and Deformable Objects, Third International Workshop, 2004

2003
Appearance Tracking for Video Surveillance.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Automatic Keyframing of Human Actions for Computer Animation.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2002
aSpaces : Action Spaces for Recognition and Synthesis of Human Actions.
Proceedings of the Articulated Motion and Deformable Objects Second International Workshop, 2002

2000
iTrack: Image-Based Probabilistic Tracking of People.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Automatic Selection of <i>Keyframes</i> for Activity Recognition.
Proceedings of the Articulated Motion and Deformable Objects, First International Workshop, 2000


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