| Unsupervised color image segmentation: A case of RGB histogram based K-means clustering initialization S Basar, M Ali, G Ochoa-Ruiz, M Zareei, A Waheed, Adnan, Awais Plos One 15 (10), 2020 | 69 | 2020 |
| Road damage detection acquisition system based on deep neural networks for physical asset management A Angulo, JA Vega-Fernández, LM Aguilar-Lobo, S Natraj, G Ochoa-Ruiz Advances in Soft Computing: 18th Mexican International Conference on …, 2019 | 60 | 2019 |
| An asphalt damage dataset and detection system based on retinanet for road conditions assessment G Ochoa-Ruiz, AA Angulo-Murillo, A Ochoa-Zezzatti, LM Aguilar-Lobo, ... Applied sciences 10 (11), 3974, 2020 | 43 | 2020 |
| A digital watermarking algorithm based on quantization of the DCT: Application on medical imaging MA Hajjaji, EB Bourennane, A Mtibaa, G Ochoa-Ruiz 2013 International Conference on Control, Decision and Information …, 2013 | 43* | 2013 |
| Assessing deep learning methods for the identification of kidney stones in endoscopic images F López, A Varela, O Hinojosa, J El Beze, J Hubert, V Estrade, ... 43rd Annual International Conference of the IEEE Engineering in Medicine …, 2021 | 41 | 2021 |
| Towards an automated classification method for ureteroscopic kidney stone images using ensemble learning A Martínez, DH Trinh, J El Beze, J Hubert, P Eschwege, V Estrade, ... 42nd Annual International Conference of the IEEE Engineering in Medicine …, 2020 | 38 | 2020 |
| Real-time instance segmentation of surgical instruments using attention and multi-scale feature fusion JCÁ Cerón, GO Ruiz, L Chang, S Ali Medical Image Analysis 81, 102569, 2022 | 35 | 2022 |
| Evaluation and understanding of automated urinary stone recognition methods J El Beze, C Mazeaud, C Daul, G Ochoa-Ruiz, M Daudon, P Eschwège, ... British Journal of Urology International (BJUI), 2022 | 31* | 2022 |
| Computer Vision-based Characterization of Large-scale Jet Flames using a Synthetic Infrared Image Generation Approach C Pérez-Guerrero, JF Ciprián-Sánchez, A Palacios, G Ochoa-Ruiz, ... Engineering Applications of Artificial Intelligence 127 (Part A), 2024 | 30* | 2024 |
| A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks CD Suarez-Ramirez, M Gonzalez-Mendoza, L Chang-Fernandez, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 30* | 2021 |
| FIRe-GAN: a novel deep learning-based infrared-visible fusion method for wildfire imagery JF Ciprian-Sanchez, G Ochoa-Ruiz, L Rossi, F Morandini Neural Computing and Applications, 2023 | 29 | 2023 |
| A Novel Defocused Image Segmentation Method based on PCNN and LBP S Basar, M Ali, G Ochoa-Ruiz, A Waheed, G Rodriguez-Hernandez, ... IEEE Access, 2021 | 29* | 2021 |
| Interpretable Deep Learning Classifier by Detection of Prototypical Parts on Kidney Stones Images D Flores-Araiza, F Lopez-Tiro, E Villalvazo-Avila, J El-Beze, J Hubert, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 28* | 2022 |
| On The In Vivo Recognition Of Kidney Stones Using Machine Learning F Lopez, V Estrade, J Hubert, D Flores-Araiza, M Gonzalez-Mendoza, ... IEEE Access, 2024 | 27* | 2024 |
| Assessing YOLACT++ for real time and robust instance segmentation of medical instruments in endoscopic procedures JCA Cerón, L Chang, GO Ruiz, S Ali 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 25 | 2021 |
| A systematic review of machine learning and IoT applied to the prediction and monitoring of cardiovascular diseases A Cuevas-Chavez, Y Hernandez, J Ortiz-Hernandez, E Sanchez-Jimenez, ... Healthcare 11 (16), 2240, 2023 | 24 | 2023 |
| Deep prototypical-parts ease morphological kidney stone identification and are competitively robust to photometric perturbations D Flores-Araiza, F Lopez-Tiro, J El-Beze, J Hubert, M Gonzalez-Mendoza, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 24* | 2023 |
| Assessing the Impact of the Loss Function, Architecture and Image Type for Deep Learning-Based Wildfire Segmentation JF Ciprian-Sanchez, G Ochoa-Ruiz, L Rossi, F Morandini Applied Sciences 11 (Adv. Appr. in Fire and Smoke Detection), 2021 | 23* | 2021 |
| MedicalSeg: a medical GUI application for image segmentation management C Mata, J Munuera, A Lalande, G Ochoa-Ruiz Algorithms 15 (6), 2022 | 22* | 2022 |
| A novel methodology for accelerating bitstream relocation in partially reconfigurable systems M Touiza, G Ochoa-Ruiz, EB Bourennane, A Guessoum, K Messaoudi Microprocessors and Microsystems 37 (3), 358-372, 2013 | 21* | 2013 |
Christian DaulFull professor, Université de LorraineVerified email at univ-lorraine.fr