Browsing by Author "Hamila, Oumaima"
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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 ... -
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, ...