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Pablo Mesejo
Pablo Mesejo
Associate Professor, University of Granada & chief AI officer, Panacea Cooperative Research
Verificeret mail på decsai.ugr.es - Startside
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A comprehensive analysis of deep regression
S Lathuilière, P Mesejo, X Alameda-Pineda, R Horaud
IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (9), 2065-2081, 2019
4112019
Computer-Aided Classification of Gastrointestinal Lesions in Regular Colonoscopy
P Mesejo, D Pizarro, A Abergel, O Rouquette, S Beorchia, L Poincloux, ...
IEEE Transactions on Medical Imaging, 2016
2322016
Artificial astrocytes improve neural network performance
AB Porto-Pazos, N Veiguela, P Mesejo, M Navarrete, A Alvarellos, ...
PloS one 6 (4), e19109, 2011
1132011
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
Applied Soft Computing, 2016
1002016
Understanding priors in bayesian neural networks at the unit level
M Vladimirova, J Verbeek, P Mesejo, J Arbel
International Conference on Machine Learning (ICML), PMLR 97:6458-6467, 2019, 2019
98*2019
Neural network based reinforcement learning for audio–visual gaze control in human–robot interaction
S Lathuilière, B Massé, P Mesejo, R Horaud
Pattern Recognition Letters 118, 61-71, 2019
822019
Biomedical image segmentation using geometric deformable models and metaheuristics
P Mesejo, A Valsecchi, L Marrakchi-Kacem, S Cagnoni, S Damas
Computerized Medical Imaging and Graphics 43, 167-178, 2015
782015
Particle swarm optimization and differential evolution for model-based object detection
R Ugolotti, YSG Nashed, P Mesejo, Š Ivekovič, L Mussi, S Cagnoni
Applied Soft Computing 13 (6), 3092-3105, 2013
712013
Deep mixture of linear inverse regressions applied to head-pose estimation
S Lathuilière, R Juge, P Mesejo, R Muñoz-Salinas, R Horaud
IEEE CVPR, 4817-4825, 2017
672017
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
IEEE Transactions on Evolutionary Computation, 2022
642022
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
Applied Sciences 10 (14), 4703, 2020
572020
Artificial neuron–glia networks learning approach based on cooperative coevolution
P Mesejo, O Ibánez, E Fernández-Blanco, F Cedrón, A Pazos, ...
International Journal of Neural Systems 25 (04), 1550012, 2015
502015
An Analysis of Errors in Graph-Based Keypoint Matching and Proposed Solutions
T Collins, P Mesejo, A Bartoli
ECCV, 138-153, 2014
472014
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 Pelaez-Vegas, ...
Information Fusion 78, 232-253, 2022
442022
Deep architectures for high-resolution multi-organ chest X-ray image segmentation
O Gómez, P Mesejo, O Ibáñez, A Valsecchi, O Cordón
Neural Computing and Applications 32 (20), 15949-15963, 2020
442020
Automatic hippocampus localization in histological images using differential evolution-based deformable models
P Mesejo, R Ugolotti, F Di Cunto, M Giacobini, S Cagnoni
Pattern Recognition Letters 34 (3), 299-307, 2013
422013
A survey on semi-supervised semantic segmentation
A Peláez-Vegas, P Mesejo, J Luengo
arXiv preprint arXiv:2302.09899, 2023
392023
DeepGUM: Learning deep robust regression with a gaussian-uniform mixture model
S Lathuilière, P Mesejo, X Alameda-Pineda, R Horaud
ECCV, 202-217, 2018
372018
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, ...
Computer Methods and Programs in Biomedicine 210, 106380, 2021
302021
Age estimation in forensic anthropology: methodological considerations about the validation studies of prediction models
A Valsecchi, JI Olivares, P Mesejo
International Journal of Legal Medicine 133 (6), 1915-1924, 2019
282019
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Artikler 1–20