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Billy G. Ram
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Applications of deep learning in precision weed management: A review
N Rai, Y Zhang, BG Ram, L Schumacher, RK Yellavajjala, S Bajwa, X Sun
Computers and Electronics in Agriculture 206, 107698, 2023
822023
A systematic review of hyperspectral imaging in precision agriculture: Analysis of its current state and future prospects
BG Ram, P Oduor, C Igathinathane, K Howatt, X Sun
Computers and Electronics in Agriculture 222, 109037, 2024
72024
Multiclass classification on soybean and weed species using a novel customized greenhouse robotic and hyperspectral combination system
MR Ahmed, BG Ram, C Koparan, K Howatt, Y Zhang, X Sun
Available at SSRN 4044574, 2022
42022
Palmer Amaranth (Amaranthus palmeri S. Watson) and Soybean (Glycine max L.) Classification in Greenhouse Using Hyperspectral Imaging and Chemometrics …
C Costa, Y Zhang, K Howatt, B Ram, J Stenger, J Nowatzki, S Bajwa, ...
Journal of the ASABE 65 (1), 179-188, 2022
42022
Palmer amaranth identification using hyperspectral imaging and machine learning technologies in soybean field
BG Ram, Y Zhang, C Costa, MR Ahmed, T Peters, A Jhala, K Howatt, ...
Computers and Electronics in Agriculture 215, 108444, 2023
32023
Predicting gypsum tofu quality from soybean seeds using hyperspectral imaging and machine learning
A Malik, B Ram, D Arumugam, Z Jin, X Sun, M Xu
Food Control 160, 110357, 2024
12024
WeedCube: Proximal hyperspectral image dataset of crops and weeds for machine learning applications
BG Ram, J Mettler, K Howatt, M Ostlie, X Sun
Data in Brief, 110837, 2024
2024
Proximal Hyperspectral Image Dataset of Various Crops and Weeds for Classification via Machine Learning and Deep Learning Techniques
B Ram, X Sun, K Howatt, M Ostlie, J Mettler
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