Jesús Martínez del Rincón

Orcid: 0000-0002-9574-4138

According to our database1, Jesús Martínez del Rincón authored at least 92 papers between 2004 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Edge Computing Transformers for Fall Detection in Older Adults.
Int. J. Neural Syst., May, 2024

Generating sparse explanations for malicious Android opcode sequences using hierarchical LIME.
Comput. Secur., February, 2024

2023
LOFReg: An outlier-based regulariser for deep metric learning.
Comput. Vis. Image Underst., December, 2023

Estimating Code Vulnerability to Timing Errors Via Microarchitecture-Aware Machine Learning.
IEEE Des. Test, February, 2023

An automatic complex event processing rules generation system for the recognition of real-time IoT attack patterns.
Eng. Appl. Artif. Intell., 2023

Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques.
ACM Comput. Surv., 2023

Vehicle Damage Severity Estimation for Insurance Operations Using In-The-Wild Mobile Images.
IEEE Access, 2023

Distributed Energy Resources Electric Profile Identification in Low Voltage Networks Using Supervised Machine Learning Techniques.
IEEE Access, 2023

RGB-2-Hyper-Spectral Image Reconstruction for Food Science Using Encoder/Decoder Neural Architectures.
Proceedings of the IEEE Symposium on Computers and Communications, 2023

Ensemble Learning for Mapper Parameter Optimization.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Network Intrusion Detection by Variational Component-Based Feature Saliency Gaussian Mixture Clustering.
Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

A Meta-learning Approach for Domain Generalisation across Visual Modalities in Vehicle Re-identification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Android Malware Detection Using Deep Learning.
Proceedings of the Artificial Intelligence and Cybersecurity: Theory and Applications, 2023

2022
3-D Human Pose Estimation Using Iterative Conditional Squeeze and Excitation Networks.
IEEE Trans. Cybern., 2022

A zero-shot deep metric learning approach to Brain-Computer Interfaces for image retrieval.
Knowl. Based Syst., 2022

Impact Assessment of NILM Methods for an Enhanced Observability of Low Voltage Distribution Networks.
Proceedings of the IEEE International Smart Cities Conference, 2022

Closing the Domain Gap for Cross-modal Visible-Infrared Vehicle Re-identification.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Instruction-aware Learning-based Timing Error Models through Significance-driven Approximations.
Proceedings of the IEEE 40th International Conference on Computer Design, 2022

Optimising Vulnerability Triage in DAST with Deep Learning.
Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security, 2022

2021
Multi-view deep learning for zero-day Android malware detection.
J. Inf. Secur. Appl., 2021

Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques.
CoRR, 2021

Data Augmentation for Opcode Sequence Based Malware Detection.
CoRR, 2021

EMG Biometric Systems Based on Different Wrist-Hand Movements.
IEEE Access, 2021

Photovoltaic Power Disaggregation using a Non-Intrusive Load Monitoring Regression Model.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

Identification of Distributed Energy Resources in Low Voltage Distribution Networks.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

Least Privilege Learning for Attribute Obfuscation.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020
Real-Time Embedded EMG Signal Analysis for Wrist-Hand Pose Identification.
IEEE Trans. Signal Process., 2020

Lucid: A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection.
IEEE Trans. Netw. Serv. Manag., 2020

Multi-level Deep Learning Vehicle Re-identification using Ranked-based Loss Functions.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Supervised Non-Intrusive Load Monitoring Algorithm for Electric Vehicle Identification.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Unsupervised object detection via LWIR/RGB translation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DANdroid: A Multi-View Discriminative Adversarial Network for Obfuscated Android Malware Detection.
Proceedings of the CODASPY '20: Tenth ACM Conference on Data and Application Security and Privacy, 2020

2019
Video Person Re-Identification for Wide Area Tracking Based on Recurrent Neural Networks.
IEEE Trans. Circuits Syst. Video Technol., 2019

Feature Extraction by Using Dual-Generalized Discriminative Common Vectors.
J. Math. Imaging Vis., 2019

A hierarchy of sum-product networks using robustness.
Int. J. Approx. Reason., 2019

Robustness in Sum-Product Networks with Continuous and Categorical Data.
Proceedings of the International Symposium on Imprecise Probabilities: Theories and Applications, 2019

Cell Detection With Deep Convolutional Networks Trained With Minimal Annotations.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

EMG Wrist-hand Motion Recognition System for Real-time Embedded Platform.
Proceedings of the IEEE International Conference on Acoustics, 2019

Analysing Representations of Memory Impairment in a Clinical Notes Classification Model.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

2018
Blind Image Watermark Detection Algorithm Based on Discrete Shearlet Transform Using Statistical Decision Theory.
IEEE Trans. Computational Imaging, 2018

Fast Kernel Generalized Discriminative Common Vectors for Feature Extraction.
J. Math. Imaging Vis., 2018

Continuous Head Pose Estimation Using Manifold Subspace Embedding and Multivariate Regression.
IEEE Access, 2018

Cascading Sum-Product Networks using Robustness.
Proceedings of the International Conference on Probabilistic Graphical Models, 2018

Emg Acquisition and Hand Pose Classification for Bionic Hands from Randomly-Placed Sensors.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Refining the Pose: Training and Use of Deep Recurrent Autoencoders for Improving Human Pose Estimation.
Proceedings of the Articulated Motion and Deformable Objects, 2018

2017
Person Reidentification Using Deep Convnets With Multitask Learning.
IEEE Trans. Circuits Syst. Video Technol., 2017

Decremental generalized discriminative common vectors applied to images classification.
Knowl. Based Syst., 2017

An optimisation of Gaussian mixture models for integer processing units.
J. Real Time Image Process., 2017

Hierarchical Task Network planning with common-sense reasoning for multiple-people behaviour analysis.
Expert Syst. Appl., 2017

Non-linear classifiers applied to EEG analysis for epilepsy seizure detection.
Expert Syst. Appl., 2017

Deep Android Malware Detection.
Proceedings of the Seventh ACM Conference on Data and Application Security and Privacy, 2017

2016
An optimized stereo vision implementation for embedded systems: application to RGB and infra-red images.
J. Real Time Image Process., 2016

Evidential event inference in transport video surveillance.
Comput. Vis. Image Underst., 2016

A decision support system for managing irrigation in agriculture.
Comput. Electron. Agric., 2016

Kinect and Episodic Reasoning for Human Action Recognition.
Proceedings of the Distributed Computing and Artificial Intelligence, 2016

Recurrent Convolutional Network for Video-Based Person Re-identification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Dense Multiperson Tracking with Robust Hierarchical Linear Assignment.
IEEE Trans. Cybern., 2015

Efficient tracking of human poses using a manifold hierarchy.
Comput. Vis. Image Underst., 2015

Enhancing Linear Programming with Motion Modeling for Multi-target Tracking.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Data-augmentation for reducing dataset bias in person re-identification.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
Generalized Laplacian Eigenmaps for Modeling and Tracking Human Motions.
IEEE Trans. Cybern., 2014

Sensing, Perceiving, and Understanding Actions.
Int. J. Distributed Sens. Networks, 2014

Perceptual watermarking for Discrete Shearlet transform.
Proceedings of the 5th European Workshop on Visual Information Processing, 2014

2013
Common-sense reasoning for human action recognition.
Pattern Recognit. Lett., 2013

Body pose based pedestrian tracking in a particle filtering framework.
Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Online multiperson tracking with occlusion reasoning and unsupervised track motion model.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
Real-time GPU color-based segmentation of football players.
J. Real Time Image Process., 2012

Dense Pixel Matching between Unrectified and Distorted Images using Dynamic Programming.
Proceedings of the VISAPP 2012, 2012

Common-Sense Knowledge for a Computer Vision System for Human Action Recognition.
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012

Gaussian Mixture Background Modelling Optimisation for Micro-controllers.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

Articulated Particle Filter for hand tracking.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Human pose tracking by Hierarchical Manifold Searching.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Tracking Human Position and Lower Body Parts Using Kalman and Particle Filters Constrained by Human Biomechanics.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Rao-Blackwellised particle filter for colour-based tracking.
Pattern Recognit. Lett., 2011

Bioinformatics Inspired Algorithm for Stereo Correspondence.
Proceedings of the VISAPP 2011, 2011

Human pose tracking in low dimensional space enhanced by limb correction.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Graph-based Particle Filter for Human Tracking with Stylistic Variations.
Proceedings of the British Machine Vision Conference, 2011

2010
Gaussian Approximation for Tracking Occluding and Interacting Targets.
J. Math. Imaging Vis., 2010

Temporal Extension of Laplacian Eigenmaps for Unsupervised Dimensionality Reduction of Time Series.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Mean field approach for tracking similar objects.
Comput. Vis. Image Underst., 2009

AdaBoost Multiple Feature Selection and Combination for Face Recognition.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2008
A spatio-temporal 2D-models framework for human pose recovery in monocular sequences.
Pattern Recognit., 2008

Tracking Human Body Parts Using Particle Filters Constrained by Human Biomechanics.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Automatic detection and classification of football players.
Proceedings of the Signal and Image Processing (SIP 2007), 2007

Dealing with Non-linearity in Shape Modelling of Articulated Objects.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Rao-Blackwellized Particle Filter for Human Appearance and Position Tracking.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Exploiting Spatio-temporal Constraints for Robust 2D Pose Tracking.
Proceedings of the Human Motion, 2007

An efficient particle filter for color-based tracking in complex scenes.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Viewpoint Independent Human Motion Analysis in Man-made Environments.
Proceedings of the British Machine Vision Conference 2006, 2006

Probabilistic Spatio-temporal 2D-Model for Pedestrian Motion Analysis in Monocular Sequences.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

2005
Human Figure Segmentation Using Independent Component Analysis.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2004
2D Silhouette and 3D Skeletal Models for Human Detection and Tracking.
Proceedings of the 17th International Conference on Pattern Recognition, 2004


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