Pablo Mesejo
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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
1132019
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
812016
Artificial astrocytes improve neural network performance
AB Porto-Pazos, N Veiguela, P Mesejo, M Navarrete, A Alvarellos, ...
PloS one 6 (4), e19109, 2011
802011
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
602013
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
562016
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
502015
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
41*2015
An Analysis of Errors in Graph-Based Keypoint Matching and Proposed Solutions
T Collins, P Mesejo, A Bartoli
ECCV, 138-153, 2014
342014
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
302013
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
292017
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
24*2019
libCudaOptimize: an open source library of GPU-based metaheuristics
YSG Nashed, R Ugolotti, P Mesejo, S Cagnoni
Proceedings of the 14th annual conference companion on Genetic and …, 2012
232012
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
212019
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 25th IEEE International Symposium on Computer-Based Medical Systems …, 2012
182012
Deepgum: Learning deep robust regression with a gaussian-uniform mixture model
S Lathuilière, P Mesejo, X Alameda-Pineda, R Horaud
ECCV, 202-217, 2018
162018
Automatic hippocampus localization in histological images using PSO-based deformable models
R Ugolotti, P Mesejo, S Cagnoni, M Giacobini, F Di Cunto
Proceedings of the 13th annual conference companion on Genetic and …, 2011
152011
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, ...
PloS one 8 (9), e74481, 2013
112013
A comparative study of three GPU-based metaheuristics
YSG Nashed, P Mesejo, R Ugolotti, J Dubois-Lacoste, S Cagnoni
International Conference on Parallel Problem Solving from Nature, 398-407, 2012
112012
Automatic evolutionary medical image segmentation using deformable models
A Valsecchi, P Mesejo, L Marrakchi-Kacem, S Cagnoni, S Damas
2014 IEEE Congress on Evolutionary Computation (CEC), 97-104, 2014
92014
Deep architectures for high-resolution multi-organ chest X-ray image segmentation
O Gomez, P Mesejo, O Ibáñez, A Valsecchi, O Cordon
Neural Computing and Applications, 1-15, 2019
82019
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