Rafael Marcos Luque‐Baena

Universidad de Málaga

18H指数

115论文数

1.1K被引数

收录论文 26

发表时间

Improving cellular nuclei detection in histological images by combining super-resolution techniques and deep learning-based object detectors 通过结合超分辨率技术和基于深度学习的目标检测器改善组织学图像中的细胞核检测

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

IF2.6

2026-08-13

OAAI

Eduardo Díaz-Gaxiola; Ivan García-Aguilar; Arturo Yee-Rendón; Ines F. Vega-lópez; Ezequiel López-Rubio; Rafael Marcos Luque-Baena

Learning to shape beams: Using a neural network to control a beamforming antenna 学习波束成形：使用神经网络控制波束赋形天线

Computer Networks

IF4.6

2025-07-18

PREAI

Jose David Fernández-Rodríguez; Iván García-Aguilar; Rafael Marcos Luque-Baena; Ezequiel López-Rubio; Marcos Baena-Molina; Juan Francisco Valenzuela-Valdés

Enhancing Histopathological Image Classification Performance through Synthetic Data Generation with Generative Adversarial Networks

SENSORS

IF3.5

2024-06-11

OAAI

Ruiz-Casado, Jose L.; Molina-Cabello, Miguel A.; Luque-Baena, Rafael M.

Detection of dangerously approaching vehicles over onboard cameras by speed estimation from apparent size

NEUROCOMPUTING

IF6.5

2024-01-01

OAAI

Garcia-Aguilar, Ivan; Garcia-Gonzalez, Jorge; Medina, Daniel; Luque-Baena, Rafael Marcos; Dominguez, Enrique; Lopez-Rubio, Ezequiel

Small-Scale Urban Object Anomaly Detection Using Convolutional Neural Networks with Probability Estimation

SENSORS

IF3.5

2023-08-15

OAAI

Garcia-Aguilar, Ivan; Luque-Baena, Rafael Marcos; Dominguez, Enrique; Lopez-Rubio, Ezequiel

Optimized instance segmentation by super-resolution and maximal clique generation

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2023-05-10

PREAI

Garcia-Aguilar, Ivan; Garcia-Gonzalez, Jorge; Luque-Baena, Rafael M.; Lopez-Rubio, Ezequiel; Dominguez, Enrique

Automated labeling of training data for improved object detection in traffic videos by fine-tuned deep convolutional neural networks

PATTERN RECOGNITION LETTERS

IF3.3

2023-03-01

OAAI

Garcia-Aguilar, Ivan; Garcia-Gonzalez, Jorge; Luque-Baena, Rafael Marcos; Lopez-Rubio, Ezequiel

Improved detection of small objects in road network sequences using CNN and super resolution 改进的基于CNN和超分辨率的路网序列小目标检测

EXPERT SYSTEMS

IF2.3

2021-12-23

OAAI

Garcia-Aguilar, Ivan; Marcos Luque-Baena, Rafael; Lopez-Rubio, Ezequiel

Road pollution estimation from vehicle tracking in surveillance videos by deep convolutional neural networks

APPLIED SOFT COMPUTING

IF6.6

2021-12-01

OAAI

Garcia-Gonzalez, Jorge; Molina-Cabello, Miguel A.; Luque-Baena, Rafael M.; Ortiz-de-Lazcano-Lobato, Juan M.; Lopez-Rubio, Ezequiel

Anomalous object detection by active search with PTZ cameras 通过PTZ摄像机的主动搜索进行异常物体检测

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-11-01

PREAI

Lopez-Rubio, Ezequiel; Molina-Cabello, Miguel A.; Castro, Francisco M.; Luque-Baena, Rafael M.; Marin-Jimenez, Manuel J.; Guil, Nicolas

Foreground detection by ensembles of random polygonal tilings

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-12-01

PREAI

Molina-Cabello, Miguel A.; Elizondo, David A.; Luque-Baena, Rafael M.; Lopez-Rubio, Ezequiel

Deep learning-based super-resolution of 3D magnetic resonance images by regularly spaced shifting

NEUROCOMPUTING

IF6.5

2020-07-01

PREAI

Thurnhofer-Hemsi, Karl; Lopez-Rubio, Ezequiel; Dominguez, Enrique; Marcos Luque-Baena, Rafael; Roe-Vellve, Nuria

Aggregation of Convolutional Neural Network Estimations of Homographies by Color Transformations of the Inputs 通过输入的颜色变换对卷积神经网络的单应性估计进行聚合

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Molina-Cabello, Miguel A.; Elizondo, David A.; Marcos Luque-Baena, Rafael; Lopez-Rubio, Ezequiel

Foreground detection by probabilistic modeling of the features discovered by stacked denoising autoencoders in noisy video sequences

PATTERN RECOGNITION LETTERS

IF3.3

2019-07-01

OAAI

Garcia-Gonzalez, Jorge; Ortiz-de-Lazcano-Lobato, Juan M.; Luque-Baena, Rafael M.; Molina-Cabello, Miguel A.; Lopez-Rubio, Ezequiel

Vehicle type detection by ensembles of convolutional neural networks operating on super resolved images

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2018-09-05

OAAI

Molina-Cabello, Miguel A.; Marcos Luque-Baena, Rafael; Lopez-Rubio, Ezequiel; Thurnhofer-Hemsi, Karl

Foreground Detection by Competitive Learning for Varying Input Distributions

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2018-04-19

OAAI

Lopez-Rubio, Ezequiel; Molina-Cabello, Miguel A.; Marcos Luque-Baena, Rafael; Dominguez, Enrique

Panorama construction for PTZ camera surveillance with the neural gas network

EXPERT SYSTEMS

IF2.3

2017-12-12

PREAI

Thurnhofer-Hemsi, Karl; Lopez-Rubio, Ezequiel; Dominguez, Enrique; Marcos Luque-Baena, Rafael; Molina-Cabello, Miguel A.

Efficient Implementation of the Backpropagation Algorithm in FPGAs and Microcontrollers 反向传播算法在fpga和微控制器中的有效实现

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2016-09-01

PREAI

Ortega-Zamorano, Francisco; Jerez, Jose M.; Urda Munoz, Daniel; Luque-Baena, Rafael M.; Franco, Leonardo

Clustering and Beamforming for Efficient Communication in Wireless Sensor Networks

SENSORS

IF3.5

2016-08-20

OAAI

Porcel-Rodriguez, Francisco; Valenzuela-Valdes, Juan; Padilla, Pablo; Luna-Valero, Francisco; Luque-Baena, Rafael; Angel Lopez-Gordo, Miguel

Wound image evaluation with machine learning 基于机器学习的伤口图像评估

NEUROCOMPUTING

IF6.5

2015-09-01

PREAI

Veredas, Francisco J.; Luque-Baena, Rafael M.; Martin-Santos, Francisco J.; Morilla-Herrera, Juan C.; Morente, Laura

研究方向