Rafael Marcos Luque Baena

48 papers B 7Journal 22Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Alternative positional encoding functions for neural transformers. CoRR Ezequiel López-Rubio, Macoris Decena-Gimenez, Rafael Marcos Luque Baena
2025	J	`jnl`	Learning to shape beams: Using a neural network to control a beamforming antenna. Comput. Networks José David Fernández-Rodríguez, Iván García Aguilar, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Marcos Baena-Molina, Juan Francisco Valenzuela-Valdés
2024	J	`jnl`	Detection of dangerously approaching vehicles over onboard cameras by speed estimation from apparent size. Neurocomputing Iván García Aguilar, Jorge García-González, Daniel Medina, Rafael Marcos Luque Baena, Enrique Domínguez, Ezequiel López-Rubio
2024	—	`conf`	Enhanced Cellular Detection Using Convolutional Neural Networks and Sliding Window Super-Resolution Inference. IWINAC (2) Iván García Aguilar, Rostyslav Zavoiko, Jose David Fernández Rodriguez, Rafael Marcos Luque Baena, Ezequiel López-Rubio
2023	J	`jnl`	Automated labeling of training data for improved object detection in traffic videos by fine-tuned deep convolutional neural networks. Pattern Recognit. Lett. Iván García Aguilar, Jorge García-González, Rafael Marcos Luque Baena, Ezequiel López-Rubio
2023	—	`conf`	Minimal Optimal Region Generation for Enhanced Object Detection in Aerial Images Using Super-Resolution and Convolutional Neural Networks. IWANN (1) Iván García Aguilar, Lipika Deka, Rafael Marcos Luque Baena, Enrique Domínguez, Ezequiel López-Rubio
2023	J	`jnl`	Object detection in traffic videos: an optimized approach using super-resolution and maximal clique algorithm. Neural Comput. Appl. Iván García Aguilar, Jorge García-González, Rafael Marcos Luque Baena, Ezequiel López-Rubio
2023	J	`jnl`	Small-Scale Urban Object Anomaly Detection Using Convolutional Neural Networks with Probability Estimation. Sensors Iván García Aguilar, Rafael Marcos Luque Baena, Enrique Domínguez, Ezequiel López-Rubio
2022	—	`conf`	Analysis of Functional Connectome Pipelines for the Diagnosis of Autism Spectrum Disorders. IWINAC (1) Clara Jiménez-Valverde, Rosa Maza-Quiroga, Domingo López-Rodríguez, Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Rafael Marcos Luque Baena
2022	—	`conf`	Enhanced Image Segmentation by a Novel Test Time Augmentation and Super-Resolution. IWINAC (1) Iván García Aguilar, Jorge García-González, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Enrique Domínguez Merino
2022	J	`jnl`	Improved detection of small objects in road network sequences using CNN and super resolution. Expert Syst. J. Knowl. Eng. Iván García Aguilar, Rafael Marcos Luque Baena, Ezequiel López-Rubio
2022	—	`conf`	Vehicle Overtaking Hazard Detection over Onboard Cameras Using Deep Convolutional Networks. SOCO Jorge García-González, Iván García Aguilar, Daniel Medina, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Enrique Domínguez
2021	—	`conf`	Foreground Segmentation Improvement by Image Denoising Preprocessing Applied to Noisy Video Sequences. SOCO Jorge García-González, Juan Miguel Ortiz-de-Lazcano-Lobato, Rafael Marcos Luque Baena, Ezequiel López-Rubio
2020	B	`conf`	Adaptive estimation of optimal color transformations for deep convolutional network based homography estimation. ICPR Miguel A. Molina-Cabello, Jorge García-González, Rafael Marcos Luque Baena, Karl Thurnhofer-Hemsi, Ezequiel López-Rubio
2020	J	`jnl`	Aggregation of Convolutional Neural Network Estimations of Homographies by Color Transformations of the Inputs. IEEE Access Miguel A. Molina-Cabello, David A. Elizondo, Rafael Marcos Luque Baena, Ezequiel López-Rubio
2020	J	`jnl`	Deep learning-based super-resolution of 3D magnetic resonance images by regularly spaced shifting. Neurocomputing Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Enrique Domínguez, Rafael Marcos Luque Baena, Núria Roé-Vellvé
2020	—	`conf`	Performance of Deep Learning and Traditional Techniques in Single Image Super-Resolution of Noisy Images. ICPR Workshops (6) Karl Thurnhofer-Hemsi, Guillermo Ruiz-Álvarez, Rafael Marcos Luque Baena, Miguel A. Molina-Cabello, Ezequiel López-Rubio
2018	B	`conf`	A New Self-Organizing Neural Gas Model based on Bregman Divergences. IJCNN Esteban J. Palomo, Miguel A. Molina-Cabello, Ezequiel López-Rubio, Rafael Marcos Luque Baena
2018	—	`conf`	Foreground Detection Enhancement Using Pearson Correlation Filtering. IPMU (3) Rafael Marcos Luque Baena, Miguel A. Molina-Cabello, Ezequiel López-Rubio, Enrique Domínguez
2018	J	`jnl`	Foreground Detection by Competitive Learning for Varying Input Distributions. Int. J. Neural Syst. Ezequiel López-Rubio, Miguel A. Molina-Cabello, Rafael Marcos Luque Baena, Enrique Domínguez
2018	J	`jnl`	Fuzzy techniques for IPO underpricing prediction. J. Intell. Fuzzy Syst. David Quintana, Francisco Chávez, Rafael Marcos Luque Baena, Francisco Luna
2018	J	`jnl`	Panorama construction for PTZ camera surveillance with the neural gas network. Expert Syst. J. Knowl. Eng. Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Enrique Domínguez, Rafael Marcos Luque Baena, Miguel A. Molina-Cabello
2018	B	`conf`	Road Pollution Estimation Using Static Cameras And Neural Networks. IJCNN Miguel A. Molina-Cabello, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Lipika Deka, Karl Thurnhofer-Hemsi
2018	J	`jnl`	The effect of noise on foreground detection algorithms. Artif. Intell. Rev. Francisco Javier López-Rubio, Ezequiel López-Rubio, Miguel A. Molina-Cabello, Rafael Marcos Luque Baena, Esteban J. Palomo, Enrique Domínguez
2018	J	`jnl`	Vehicle type detection by ensembles of convolutional neural networks operating on super resolved images. Integr. Comput. Aided Eng. Miguel A. Molina-Cabello, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Karl Thurnhofer-Hemsi
2017	B	`conf`	Machine learning models to search relevant genetic signatures in clinical context. IJCNN Daniel Urda, Rafael Marcos Luque Baena, Leonardo Franco, José M. Jerez, Noelia Sánchez-Maroño
2017	B	`conf`	Neural controller for PTZ cameras based on nonpanoramic foreground detection. IJCNN Miguel A. Molina-Cabello, Ezequiel López-Rubio, Rafael Marcos Luque Baena, Enrique Domínguez, Karl Thurnhofer-Hemsi
2017	B	`conf`	Panoramic background modeling for PTZ cameras with competitive learning neural networks. IJCNN Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Enrique Domínguez, Rafael Marcos Luque Baena, Miguel A. Molina-Cabello
2017	—	`conf`	Vehicle Classification in Traffic Environments Using the Growing Neural Gas. IWANN (2) Miguel A. Molina-Cabello, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Enrique Domínguez, José Muñoz-Pérez
2017	—	`conf`	Vehicle Type Detection by Convolutional Neural Networks. IWINAC (2) Miguel A. Molina-Cabello, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Karl Thurnhofer-Hemsi
2016	J	`jnl`	Analysis of beamforming for improving the energy efficiency in wireless sensor networks with metaheuristics. Prog. Artif. Intell. Juan Enrique Agudo, Juan F. Valenzuela-Valdés, Francisco Luna-Valero, Rafael Marcos Luque Baena, Pablo Padilla
2016	—	`conf`	Frame Size Reduction for Foreground Detection in Video Sequences. CAEPIA Miguel A. Molina-Cabello, Ezequiel López-Rubio, Rafael Marcos Luque Baena, Esteban J. Palomo, Enrique Domínguez
2016	—	`conf`	Pixel Features for Self-organizing Map Based Detection of Foreground Objects in Dynamic Environments. SOCO-CISIS-ICEUTE Miguel A. Molina-Cabello, Ezequiel López-Rubio, Rafael Marcos Luque Baena, Enrique Domínguez, Esteban J. Palomo
2016	J	`jnl`	Selecting the Color Space for Self-Organizing Map Based Foreground Detection in Video. Neural Process. Lett. Francisco Javier López-Rubio, Enrique Domínguez, Esteban J. Palomo, Ezequiel López-Rubio, Rafael Marcos Luque Baena
2015	J	`jnl`	A self-organizing map to improve vehicle detection in flow monitoring systems. Soft Comput. Rafael Marcos Luque Baena, Ezequiel López-Rubio, Enrique Domínguez, Esteban J. Palomo, José M. Jerez
2015	—	`conf`	Visualization of Complex Datasets with the Self-Organizing Spanning Tree. IWANN (1) Ezequiel López-Rubio, Esteban José Palomo, Rafael Marcos Luque Baena, Enrique Domínguez
2014	J	`jnl`	An adaptive system for compressed video deblocking. Signal Process. Ezequiel López-Rubio, Rafael Marcos Luque Baena
2014	B	`conf`	Color space selection for self-organizing map based foreground detection in video sequences. IJCNN Francisco Javier López-Rubio, Ezequiel López-Rubio, Rafael Marcos Luque Baena, Enrique Domínguez, Esteban J. Palomo
2014	J	`jnl`	Robust gene signatures from microarray data using genetic algorithms enriched with biological pathway keywords. J. Biomed. Informatics Rafael Marcos Luque Baena, Daniel Urda, M. Gonzalo Claros, Leonardo Franco, José M. Jerez
2014	—	`conf`	Saving energy in WSNs with beamforming. CloudNet Juan F. Valenzuela-Valdés, Francisco Luna-Valero, Rafael Marcos Luque Baena, Pablo Padilla
2013	J	`jnl`	A Competitive Neural Network for Multiple Object Tracking in Video Sequence Analysis. Neural Process. Lett. Rafael Marcos Luque Baena, Juan Miguel Ortiz-de-Lazcano-Lobato, Ezequiel López-Rubio, Enrique Domínguez, Esteban J. Palomo
2013	—	`conf`	A Self-organizing Map for Traffic Flow Monitoring. IWANN (2) Rafael Marcos Luque Baena, Ezequiel López-Rubio, Enrique Domínguez, Esteban José Palomo, José Manuel Jerez
2013	—	`conf`	Analysis of Cancer Microarray Data using Constructive Neural Networks and Genetic Algorithms. IWBBIO Rafael Marcos Luque Baena, Daniel Urda, José Luis Subirats, Leonardo Franco, José M. Jerez
2013	—	`conf`	Committee C-Mantec: A Probabilistic Constructive Neural Network. IWANN (1) José Luis Subirats, Rafael Marcos Luque Baena, Daniel Urda, Francisco Ortega-Zamorano, José Manuel Jerez, Leonardo Franco
2013	—	`conf`	Hierarchical Self-Organizing Networks for Multispectral Data Visualization. IWANN (2) Esteban José Palomo, Ezequiel López-Rubio, Enrique Domínguez, Rafael Marcos Luque Baena
2011	J	`jnl`	Foreground Detection in Video Sequences with Probabilistic Self-Organizing Maps. Int. J. Neural Syst. Ezequiel López-Rubio, Rafael Marcos Luque Baena, Enrique Domínguez
2011	J	`jnl`	Stochastic approximation for background modelling. Comput. Vis. Image Underst. Ezequiel López-Rubio, Rafael Marcos Luque Baena
2008	—	`conf`	A Neighborhood-Based Competitive Network for Video Segmentation and Object Detection. ICANN (1) Rafael Marcos Luque Baena, Enrique Domínguez, Domingo López-Rodríguez, Esteban J. Palomo