| Analysis of focus measure operators for shape-from-focus S Pertuz, D Puig, MA Garcia Pattern Recognition 46 (5), 1415-1432, 2013 | 635 | 2013 |
| Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network VK Singh, HA Rashwan, S Romani, F Akram, N Pandey, MMK Sarker, ... Expert Systems with Applications 139, 112855, 2020 | 120 | 2020 |
| Generation of all-in-focus images by noise-robust selective fusion of limited depth-of-field images S Pertuz, D Puig, MA Garcia, A Fusiello IEEE Transactions on Image Processing 22 (3), 1242-1251, 2012 | 108 | 2012 |
| A deep learning interpretable classifier for diabetic retinopathy disease grading J de La Torre, A Valls, D Puig Neurocomputing 396, 465-476, 2020 | 101 | 2020 |
| A k-anonymous approach to privacy preserving collaborative filtering F Casino, J Domingo-Ferrer, C Patsakis, D Puig, A Solanas Journal of Computer and System Sciences 81 (6), 1000-1011, 2015 | 99 | 2015 |
| SLSDeep: Skin lesion segmentation based on dilated residual and pyramid pooling networks M Sarker, M Kamal, HA Rashwan, F Akram, SF Banu, A Saleh, VK Singh, ... International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 93 | 2018 |
| A practical approach for detection and classification of traffic signs using convolutional neural networks HH Aghdam, EJ Heravi, D Puig Robotics and autonomous systems 84, 97-112, 2016 | 89 | 2016 |
| Breast tumor classification in ultrasound images using texture analysis and super-resolution methods M Abdel-Nasser, J Melendez, A Moreno, OA Omer, D Puig Engineering Applications of Artificial Intelligence 59, 84-92, 2017 | 82 | 2017 |
| Feature extraction and selection for emotion recognition from electrodermal activity J Shukla, M Barreda-Angeles, J Oliver, GC Nandi, D Puig IEEE Transactions on Affective Computing 12 (4), 857-869, 2019 | 79 | 2019 |
| Illumination-robust optical flow using a local directional pattern MA Mohamed, HA Rashwan, B Mertsching, MA García, D Puig IEEE Transactions on Circuits and Systems for Video Technology 24 (9), 1499-1508, 2014 | 72 | 2014 |
| A new global optimization strategy for coordinated multi-robot exploration: Development and comparative evaluation D Puig, MA García, L Wu Robotics and Autonomous Systems 59 (9), 635-653, 2011 | 66 | 2011 |
| Automatic texture feature selection for image pixel classification D Puig, MA Garcia Pattern Recognition 39 (11), 1996-2009, 2006 | 62 | 2006 |
| Analysis of tissue abnormality and breast density in mammographic images using a uniform local directional pattern M Abdel-Nasser, HA Rashwan, D Puig, A Moreno Expert Systems with Applications 42 (24), 9499-9511, 2015 | 54 | 2015 |
| Supervised texture classification by integration of multiple texture methods and evaluation windows MA García, D Puig Image and Vision Computing 25 (7), 1091-1106, 2007 | 53 | 2007 |
| Voronoi-based space partitioning for coordinated multi-robot exploration L Wu, MÁ García García, D Puig Valls, A Solé Ribalta Red de Agentes Físicos, 2007 | 53 | 2007 |
| Weighted kappa loss function for multi-class classification of ordinal data in deep learning J de La Torre, D Puig, A Valls Pattern Recognition Letters 105, 144-154, 2018 | 48 | 2018 |
| Active contours driven by local and global fitted image models for image segmentation robust to intensity inhomogeneity F Akram, MA Garcia, D Puig PloS one 12 (4), e0174813, 2017 | 48 | 2017 |
| Cost of diabetic retinopathy and macular oedema in a population, an eight year follow up P Romero-Aroca, S de la Riva-Fernandez, A Valls-Mateu, ... BMC ophthalmology 16 (1), 1-7, 2016 | 48 | 2016 |
| Conditional generative adversarial and convolutional networks for X-ray breast mass segmentation and shape classification VK Singh, S Romani, HA Rashwan, F Akram, N Pandey, M Sarker, ... International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 46 | 2018 |
| BSCGAN: Deep background subtraction with conditional generative adversarial networks MC Bakkay, HA Rashwan, H Salmane, L Khoudour, D Puig, Y Ruichek 2018 25th IEEE International Conference on Image Processing (ICIP), 4018-4022, 2018 | 43 | 2018 |
Miguel Angel GarciaAssociate Professor / Profesor Titular de UniversidadVerified email at uam.es
