Evolutionary deep learning for computer vision and image processing |
H Al-Sahaf, P Mesejo, Y Bi, M Zhang. |
2024 |
Information fusion for infant age estimation from deciduous teeth using machine learning |
P Martínez‐Moreno, A Valsecchi, S Damas, J Irurita, P Mesejo. |
2024 |
ExplainLFS: Explaining neural architectures for similarity learning from local perturbations in the latent feature space |
M Bello, P Costa, G Nápoles, P Mesejo, Ó Cordón. |
2024 |
Evidence evaluation in craniofacial superimposition using likelihood ratios |
P Martínez-Moreno, A Valsecchi, P Mesejo, Ó Ibáñez, S Damas. |
2024 |
Method for identifying bone images |
ÓD Gómez López, Ó Ibáñez Panizo, P Mesejo, Ó Cordón, S Damas, .... |
2024 |
NeSIG: A Neuro-Symbolic Method for Learning to Generate Planning Problems |
C Núñez-Molina, P Mesejo, J Fernández-Olivares. |
2023 |
A Survey on Semi-Supervised Semantic Segmentation |
A Peláez-Vegas, P Mesejo, J Luengo. |
2023 |
A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making |
C Núñez-Molina, P Mesejo, J Fernández-Olivares. |
2023 |
Exploring the trade-off between performance and annotation complexity in semantic segmentation |
M Fernández-Moreno, B Lei, EA Holm, P Mesejo, R Moreno. |
2023 |
Cascade of convolutional models for few-shot automatic cephalometric landmarks localization |
G Gomez-Trenado, P Mesejo, O Cordon. |
2023 |
Skeleton-ID: AI-driven Human Identification |
A Valsecchi, O Gómez, A González, M Macías, M De Dios, M Panizo, .... |
2023 |
Towards a Unified Framework for Sequential Decision Making |
C Núnez-Molina, P Mesejo, J Fernandez-Olivares. |
2023 |
Evaluating artificial intelligence for comparative radiography |
Ó Gómez, P Mesejo, Ó Ibáñez, A Valsecchi, E Bermejo, A Cerezo, J Pérez, .... |
2023 |
On Using Admissible Bounds for Learning Forward Search Heuristics |
C Núñez-Molina, M Asai, J Fernandez-Olivares, P Mesejo. |
2023 |
Custom Structure Preservation in Face Aging |
G Gomez-Trenado, S Lathuilière, P Mesejo, Ó Cordón. |
2022 |
On the Performance of Deep Generative Models of Realistic SAT Instances |
I Garzón, P Mesejo, J Giráldez-Cru. |
2022 |
FacialSCDnet: A deep learning approach for the estimation of subject-to-camera distance in facial photographs |
E Bermejo, E Fernandez-Blanco, A Valsecchi, P Mesejo, O Ibáñez, .... |
2022 |
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends |
Y Bi, B Xue, P Mesejo, S Cagnoni, M Zhang. |
2022 |
Deep reinforcement learning in agent-based simulations for optimal media planning |
VA Vargas-Pérez, P Mesejo, M Chica, Ó Cordón. |
2022 |
Employing deep learning for sex estimation of adult individuals using 2D images of the humerus |
J Venema, D Peula, J Irurita, P Mesejo. |
2022 |
A Proposal to Generate Planning Problems with Graph Neural Networks |
C Núnez-Molina, P Mesejo, J Fernández-Olivares. |
2022 |
A tutorial on the segmentation of metallographic images: Taxonomy, new MetalDAM dataset, deep learning-based ensemble model, experimental analysis and challenges |
J Luengo, R Moreno, I Sevillano, D Charte, A Peláez-Vegas, .... |
2021 |
Deep architectures for the segmentation of frontal sinuses in X-Ray images: towards an automatic forensic identification system in comparative radiography |
Ó Gómez, P Mesejo, Ó Ibáñez, Ó Cordón. |
2021 |
Herramientas de gamificación para la enseñanza de técnicas de búsqueda heurística en entornos dinámicos |
J Giráldez-Cru, P Mesejo, JÁ Segura, J Fernández-Olivares, A González. |
2021 |
Automatic landmark annotation in 3D surface scans of skulls: methodological proposal and reliability study |
E Bermejo, K Taniguchi, Y Ogawa, R Martos, A Valsecchi, P Mesejo, .... |
2021 |
Analysis of the performance of machine learning and deep learning methods for sex estimation of infant individuals from the analysis of 2D images of the ilium |
RF Ortega, J Irurita, EJE Campo, P Mesejo. |
2021 |
Automatic segmentation of skeletal structures in X-ray images using deep learning for comparative radiography |
Ó Gómez, P Mesejo, Ó Ibáñez. |
2021 |
Preface to" Applications of evolutionary computation" |
PA Castillo, JLJ Laredo, G Iacca, D Bucur, C Cotta, P Fernandez, .... |
2021 |
A Survey on Artificial Intelligence Techniques for Biomedical Image Analysis in Skeleton-Based Forensic Human Identification |
P Mesejo, R Martos, Ó Ibáñez, J Novo, M Ortega. |
2020 |
A real-coded evolutionary algorithm-based registration approach for forensic identification using the radiographic comparison of frontal sinuses |
Ó Gómez, P Mesejo, Ó Ibáñez, A Valsecchi, Ó Cordón. |
2020 |
Learning Visual Voice Activity Detection with an Automatically Annotated Dataset |
S Guy, S Lathuilière, P Mesejo, R Horaud. |
2020 |
A comprehensive analysis of deep regression |
S Lathuilière, P Mesejo, X Alameda-Pineda, R Horaud. |
2019 |
Neural network based reinforcement learning for audio–visual gaze control in human–robot interaction |
S Lathuilière, B Massé, P Mesejo, R Horaud. |
2019 |
Understanding priors in Bayesian neural networks at the unit level |
M Vladimirova, J Verbeek, P Mesejo, J Arbel. |
2019 |
Age estimation in forensic anthropology: methodological considerations about the validation studies of prediction models |
A Valsecchi, JI Olivares, P Mesejo. |
2019 |
Extended Gaze Following: Detecting Objects in Videos Beyond the Camera Field of View |
B Massé, S Lathuilière, P Mesejo, R Horaud. |
2019 |
Deep architectures for high-resolution multi-organ chest X-ray image segmentation |
O Gómez, P Mesejo, O Ibáñez, A Valsecchi, O Cordón. |
2019 |
Bayesian neural networks become heavier-tailed with depth |
M Vladimirova, J Arbel, P Mesejo. |
2018 |
Bayesian neural networks increasingly sparsify their units with depth |
M Vladimirova, J Arbel, P Mesejo. |
2018 |
DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model |
S Lathuilière, P Mesejo, X Alameda-Pineda, R Horaud. |
2018 |
Bayesian neural network priors at the level of units |
M Vladimirova, J Arbel, P Mesejo. |
2018 |
Deep Reinforcement Learning for Audio-Visual Gaze Control |
S Lathuilière, B Massé, P Mesejo, R Horaud. |
2018 |
Deep mixture of linear inverse regressions applied to head-pose estimation |
S Lathuilière, R Juge, P Mesejo, R Munoz-Salinas, R Horaud. |
2017 |
Neural Network Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction |
S Lathuilière, B Massé, P Mesejo, R Horaud. |
2017 |
A Survey on Image Segmentation using Metaheuristic-based Deformable Models: State of the Art and Critical Analysis |
P Mesejo, O Ibáñez, O Cordón, S Cagnoni. |
2016 |
Computer-Aided Classification of Gastrointestinal Lesions in Regular Colonoscopy |
P Mesejo, D Pizarro, A Abergel, O Rouquette, S Beorchia, L Poincloux, .... |
2016 |
A differential evolution-based approach for fitting a nonlinear biophysical model to fMRI BOLD data |
P Mesejo, S Saillet, O David, C Bénar, J Warnking, F Forbes. |
2016 |
Biomedical image segmentation using geometric deformable models and metaheuristics |
P Mesejo, A Valsecchi, L Marrakchi-Kacem, S Cagnoni, S Damas. |
2015 |
Artificial neuron–glia networks learning approach based on cooperative coevolution |
P Mesejo, O Ibánez, E Fernández-Blanco, F Cedrón, A Pazos, .... |
2015 |
Estimating biophysical parameters from BOLD signals through evolutionary-based optimization |
P Mesejo, S Saillet, O David, C Bénar, JM Warnking, F Forbes. |
2015 |
An Analysis of Errors in Graph-Based Keypoint Matching and Proposed Solutions |
T Collins, P Mesejo, A Bartoli. |
2014 |
Automatic evolutionary medical image segmentation using deformable models |
A Valsecchi, P Mesejo, L Marrakchi-Kacem, S Cagnoni, S Damas. |
2014 |
Automatic segmentation of anatomical structures using deformable models and bio-inspired/soft computing |
P Mesejo Santiago. |
2014 |
Texture Classification of Proteins using Support Vector Machines and Bio-Inspired Metaheuristics |
C Fernandez-Lozano, JA Seoane Fernández, P Mesejo, YSG Nashed, .... |
2014 |
Particle swarm optimization and differential evolution for model-based object detection |
R Ugolotti, YSG Nashed, P Mesejo, ŠP Ivekovič, L Mussi, S Cagnoni. |
2013 |
Automatic hippocampus localization in histological images using Differential Evolution-based deformable models |
P Mesejo, R Ugolotti, F Di Cunto, M Giacobini, S Cagnoni. |
2013 |
Visual search of neuropil-enriched RNAs from brain in situ hybridization data through the image analysis pipeline Hippo-ATESC |
R Ugolotti, P Mesejo, S Zongaro, B Bardoni, G Berto, F Bianchi, I Molineris, .... |
2013 |
Algorithm configuration using GPU-based metaheuristics |
R Ugolotti, YSG Nashed, P Mesejo, S Cagnoni. |
2013 |
Segmentation of histological images using a metaheuristic-based level set approach |
P Mesejo, S Cagnoni, A Costalunga, D Valeriani. |
2013 |
An experimental study on the automatic segmentation of in situ hybridization-derived images |
P Mesejo, S Cagnoni. |
2013 |
GPU-based Automatic Configuration of Differential Evolution: a case study |
R Ugolotti, P Mesejo, YSG Nashed, S Cagnoni. |
2013 |
2D-page texture classification using support vector machines and genetic algorithms: A hybrid approach for texture image analysis |
C Fernandez-Lozano, JA Seoane, P Mesejo, YSG Nashed, S Cagnoni, .... |
2013 |
2D-page texture classification using support vector machines and genetic algorithms an hybrid approach for texture image analysis |
CF Lozano, JA Seoane, P Mesejo, YSG Nashed, S Cagnoni, J Dorado. |
2013 |
libCudaOptimize: an open source library of GPU-based metaheuristics |
YSG Nashed, R Ugolotti, P Mesejo, S Cagnoni. |
2012 |
Automatic segmentation of hippocampus in histological images of mouse brains using deformable models and random forest |
P Mesejo, R Ugolotti, S Cagnoni, F Di Cunto, M Giacobini. |
2012 |
A comparative study of three GPU-based metaheuristics |
YSG Nashed, P Mesejo, R Ugolotti, J Dubois-Lacoste, S Cagnoni. |
2012 |
First results and future developments of the MIBISOC Project in the IBISlab of the University of Parma |
S Cagnoni, O Cordón, P Mesejo, YSG Nashed, R Ugolotti. |
2012 |
Optimización mediante Computación Evolutiva de la interacción Neurona-Astrocito en Redes Neurogliales Artificiales |
F Romero-Porta, P Mesejo, O Ibáñez, AB Porto-Pazos. |
2012 |
Artificial astrocytes improve neural network performance |
AB Porto-Pazos, N Veiguela, P Mesejo, M Navarrete, A Alvarellos, .... |
2011 |
Automatic hippocampus localization in histological images using PSO-based deformable models |
R Ugolotti, P Mesejo, S Cagnoni, M Giacobini, F Di Cunto. |
2011 |
Swarm intelligence techniques for image analysis and pattern recognition |
S Cagnoni, M Mordonini, PM Santiago, L Mussi, Y Nashed, R Ugolotti. |
2010 |
2D-PAGE Analysis Using Evolutionary Computation |
P Mesejo, E Fernández-Blanco, D Martínez-Feijóo, FJ Blanco. |
2009 |
2D-PAGE image analysis using evolutionary computation |
P Mesejo, E Fernández-Blanco, JA Seoane Fernández, C Ruiz Romero, .... |
2008 |
Diagnóstico por Imagen en Reumatología: de la Imagen Radiológica a la Imagen Molecular |
JA Seoane Fernández, P Mesejo, C Ruiz Romero, J Dorado, A Pazos, .... |
2007 |