Browsing by Author "Noshiri, Nooshin"
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A comprehensive review of 3D convolutional neural network-based classification techniques of diseased and defective crops using non-UAV-based hyperspectral images
Noshiri, Nooshin; Beck, Michael A.; Bidinosti, Christopher P.; Henry, Christopher J. (Elsevier B.V., 2023-09-14)Hyperspectral imaging (HSI) is a non-destructive and contactless technology that provides valuable information about the structure and composition of an object. It has the ability to capture detailed information about the ... -
Exploring Hyperspectral Imaging and 3D Convolutional Neural Network for Stress Classification in Plants
Noshiri, Nooshin (University of WinnipegUniversity of Winnipeg, 2023-12-06)Hyperspectral imaging (HSI) has emerged as a transformative technology in imaging, characterized by its ability to capture a wide spectrum of light, including wavelengths beyond the visible range. This approach significantly ...