Combined hyperspectral imaging technology with 2D convolutional neural network for near geographical origins identification of wolfberry

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

Yushi Chen, Hanlu Jiang, Chunyang Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 2.9K citations

Computing, Computer Science, Computer Vision +16

Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network

Ying Li, Haokui Zhang, Qiang Shen · Remote Sensing · 2017 · 1.3K citations · Full text

Computing, Computer Science, Computer Vision +16

Hyperspectral technique combined with deep learning algorithm for detection of compound heavy metals in lettuce

Xin Zhou, Sun Jun, Yan Tian et al. · Food Chemistry · 2020 · 212 citations

Natural Sciences, Chemistry, Toxicology +16

Developing deep learning based regression approaches for determination of chemical compositions in dry black goji berries (Lycium ruthenicum Murr.) using near-infrared hyperspectral imaging

Chu Zhang, Wenyan Wu, Lei Zhou et al. · Food Chemistry · 2020 · 204 citations

Agriculture, Chemistry, Plant Sciences +8

Deep Learning image segmentation for extraction of fish body measurements and prediction of body weight and carcass traits in Nile tilapia

Arthur Fernandes, Eduardo Maldonado Turra, Érika Ramos de Alvarenga et al. · Computers and Electronics in Agriculture · 2020 · 173 citations

Life Sciences, Computer Science, Zoology +11