Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification P Melki, L Bombrun, B Diallo, J Dias, JP Da Costa Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 11 | 2023 |
Exploratory analysis on pixelwise image segmentation metrics with an application in proximal sensing P Melki, L Bombrun, E Millet, B Diallo, H ElChaoui ElGhor, JP Da Costa Remote Sensing 14 (4), 996, 2022 | 3 | 2022 |
Active learning for efficient annotation in precision agriculture: a use-case on crop-weed semantic segmentation BM van Marrewijk, C Dandjinou, DJA Rustia, NF Gonzalez, B Diallo, ... arXiv preprint arXiv:2404.02580, 2024 | 2 | 2024 |
The penalized inverse probability measure for conformal classification P Melki, L Bombrun, B Diallo, J Dias, JP Da Costa Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 2 | 2024 |
Uncertainty Guarantees on Automated Precision Weeding using Conformal Prediction P Melki, L Bombrun, B Diallo, J Dias, JP Da Costa arXiv preprint arXiv:2501.07185, 2025 | | 2025 |
Impact of the Environmental Conditions on the Robustness of a Weed Detection Model N Franco Gonzalez, P Melki, B Diallo, H Antoine, E Millet International Conference of Technologies and Solutions for Efficient and …, 2023 | | 2023 |
Active learning for efficient annotation in crop-weed semantic segmentation PM Blok, BM van Marrewijk, DJ Rustia, C Dandjinou, NF Gonzalez, ... Computer Vision for Phenotyping and Precision Agriculture Workshop at IEEE …, 2023 | | 2023 |
A study of pixelwise segmentation metrics using clustering of variables and self-organizing maps P Melki, L Bombrun, E Millet, B Diallo, H Elchaoui Elghor, JP Da Costa Acta Horticulturae 1360, 37-44, 2023 | | 2023 |
Analyse exploratoire de métriques en segmentation d’images : application en proxidétection P Melki, L Bombrun, E Millet, B Diallo, H Elchaoui Elghor, JP Da Costa Colloque Francophone de Traitement du Signal et des Images (GRETSI) 28, 2022 | | 2022 |