5 citations · 5 across the 3 of their papers we have counts for
3 papers
Uncertainty Guarantees on Automated Precision Weeding using Conformal Prediction
Paul Melki, Lionel Bombrun, Boubacar Diallo +2
Precision agriculture in general, and precision weeding in particular, have greatly benefited from the major advancements in deep learning and computer vision. A large variety of c…
Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification
Paul Melki, Lionel Bombrun, Boubacar Diallo +2
As deep learning predictive models become an integral part of a large spectrum of precision agricultural systems, a barrier to the adoption of such automated solutions is the lack…
Texture and Color-based Image Retrieval Using the Local Extrema Features and Riemannian Distance
Minh-Tan Pham, Grégoire Mercier, Lionel Bombrun +1
A novel efficient method for content-based image retrieval (CBIR) is developed in this paper using both texture and color features. Our motivation is to represent and characterize…