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 | 381 | 2019 |
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 | 201 | 2016 |
Artificial astrocytes improve neural network performance AB Porto-Pazos, N Veiguela, P Mesejo, M Navarrete, A Alvarellos, ... PloS one 6 (4), e19109, 2011 | 106 | 2011 |
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 | 102 | 2016 |
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 | 91* | 2019 |
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 | 76 | 2015 |
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 | 73 | 2019 |
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 | 70 | 2013 |
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 | 64 | 2017 |
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 | 47 | 2020 |
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 | 46 | 2022 |
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 | 46* | 2015 |
An Analysis of Errors in Graph-Based Keypoint Matching and Proposed Solutions T Collins, P Mesejo, A Bartoli ECCV, 138-153, 2014 | 46 | 2014 |
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 | 42 | 2013 |
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 | 40 | 2020 |
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 | 36 | 2022 |
DeepGUM: Learning deep robust regression with a gaussian-uniform mixture model S Lathuilière, P Mesejo, X Alameda-Pineda, R Horaud ECCV, 202-217, 2018 | 36 | 2018 |
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 | 28 | 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 | 27 | 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 25th IEEE International Symposium on Computer-Based Medical Systems …, 2012 | 25 | 2012 |