Zobrazeno 1 - 10
of 126
pro vyhledávání: '"Bailey, Brian N."'
Thermal cameras are an important tool for agricultural research because they allow for non-invasive measurement of plant temperature, which relates to important photochemical, hydraulic, and agronomic traits. Utilizing low-cost thermal cameras can lo
Externí odkaz:
http://arxiv.org/abs/2405.19413
Autor:
Lei, Tong, Bailey, Brian N.
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 soil structure and its constituents. To address this, a fully data-dr
Externí odkaz:
http://arxiv.org/abs/2405.01060
The accurate identification of walnuts within orchards brings forth a plethora of advantages, profoundly amplifying the efficiency and productivity of walnut orchard management. Nevertheless, the unique characteristics of walnut trees, characterized
Externí odkaz:
http://arxiv.org/abs/2401.03331
Autor:
Fu, Kaiming, Wei, Peng, Villacres, Juan, Kong, Zhaodan, Vougioukas, Stavros G., Bailey, Brian N.
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 innovative methodology that harnesses the synergy of RGB imagery, LiDAR, and IM
Externí odkaz:
http://arxiv.org/abs/2310.15138
Autor:
Choi, Taeyeong, Guevara, Dario, Cheng, Zifei, Bandodkar, Grisha, Wang, Chonghan, Bailey, Brian N., Earles, Mason, Liu, Xin
In agricultural environments, viewpoint planning can be a critical functionality for a robot with visual sensors to obtain informative observations of objects of interest (e.g., fruits) from complex structures of plant with random occlusions. Althoug
Externí odkaz:
http://arxiv.org/abs/2303.05764
Publikováno v:
In Computers and Electronics in Agriculture October 2024 225
Autor:
Kent, Eric R., Bailey, Brian N.
Publikováno v:
In Remote Sensing of Environment 1 September 2024 311
Training real-world neural network models to achieve high performance and generalizability typically requires a substantial amount of labeled data, spanning a broad range of variation. This data-labeling process can be both labor and cost intensive.
Externí odkaz:
http://arxiv.org/abs/2108.13344
Publikováno v:
In Scientia Horticulturae 1 August 2023 318
Autor:
Ulmer, Lucas, Margairaz, Fabien, Bailey, Brian N., Mahaffee, Walter F., Pardyjak, Eric R., Stoll, Rob
Publikováno v:
In Agricultural and Forest Meteorology 15 February 2023 329