Oumaima Hamila

Fusarium head blight detection, spikelet estimation, and severity assessment in wheat using 3D convolutional neural networks

Hamila, Oumaima; Henry, Christopher J.; Molina, Oscar I.; Bidinosti, Christopher P.; Henriquez, Maria Antonia (Canadian Science Publishing, 2024-04-10)

Fusarium head blight (FHB) is one of the most significant diseases affecting wheat and other small-grain cereals worldwide. Developing FHB-resistant cultivars is critical but requires field and greenhouse disease assessment, ...
3D Convolutional Neural Networks for Solving Complex Digital Agriculture and Medical Imaging Problems

Hamila, Oumaima (University of WinnipeUniversity of Winnipeg, 2022-06)

3D signals have become widely popular in view of the advantage they provide via 3D representations of data by employing a third spatial or temporal dimension to extend 2D signals. Predominantly, 3D signals contain details ...