3 papers
cs.LG2024
A text-based, generative deep learning model for soil reflectance spectrum simulation in the VIS-NIR (400-2499 nm) bands
Tong Lei, Brian N. Bailey
Simulating soil reflectance spectra is invaluable for soil-plant radiative modeling and training machine learning models, yet it is difficult as the intricate relationships between…
cs.CV2024
Walnut Detection Through Deep Learning Enhanced by Multispectral Synthetic Images
Kaiming Fu, Tong Lei, Maryia Halubok +1
The accurate identification of walnuts within orchards brings forth a plethora of advantages, profoundly amplifying the efficiency and productivity of walnut orchard management. Ne…
cs.RO2023
Fusion-Driven Tree Reconstruction and Fruit Localization: Advancing Precision in Agriculture
Kaiming Fu, Peng Wei, Juan Villacres +3
Fruit distribution is pivotal in shaping the future of both agriculture and agricultural robotics, paving the way for a streamlined supply chain. This study introduces an innovativ…