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Current and future applications of statistical machine learning algorithms for agricultural machine vision systems
TU Rehman, MS Mahmud, YK Chang, J Jin, J Shin
Computers and electronics in agriculture 156, 585-605, 2019
3602019
Optimal coverage path planning for arable farming on 2D surfaces
J Jin, L Tang
Transactions of the ASABE 53 (1), 283-295, 2010
1622010
Coverage path planning on three‐dimensional terrain for arable farming
J Jin, L Tang
Journal of field robotics 28 (3), 424-440, 2011
1502011
Corn plant sensing using real‐time stereo vision
J Jin, L Tang
Journal of Field Robotics 26 (6‐7), 591-608, 2009
982009
Greenhouse environment modeling and simulation for microclimate control
D Ma, N Carpenter, H Maki, TU Rehman, MR Tuinstra, J Jin
Computers and electronics in agriculture 162, 134-142, 2019
952019
SegRoot: A high throughput segmentation method for root image analysis
T Wang, M Rostamza, Z Song, L Wang, G McNickle, AS Iyer-Pascuzzi, ...
Computers and electronics in agriculture 162, 845-854, 2019
822019
Classification of toxigenic and atoxigenic strains of Aspergillus flavus with hyperspectral imaging
J Jin, L Tang, Z Hruska, H Yao
Computers and Electronics in Agriculture 69 (2), 158-164, 2009
542009
Predictive spectral analysis using an end-to-end deep model from hyperspectral images for high-throughput plant phenotyping
TU Rehman, D Ma, L Wang, L Zhang, J Jin
Computers and Electronics in Agriculture 177, 105713, 2020
472020
LeafSpec: An accurate and portable hyperspectral corn leaf imager
L Wang, J Jin, Z Song, J Wang, L Zhang, TU Rehman, D Ma, ...
Computers and Electronics in Agriculture 169, 105209, 2020
452020
Optimized angles of the swing hyperspectral imaging system for single corn plant
L Zhang, H Maki, D Ma, JA Sánchez-Gallego, MV Mickelbart, L Wang, ...
Computers and electronics in agriculture 156, 349-359, 2019
432019
Removal of greenhouse microclimate heterogeneity with conveyor system for indoor phenotyping
D Ma, N Carpenter, S Amatya, H Maki, L Wang, L Zhang, S Neeno, ...
Computers and electronics in agriculture 166, 104979, 2019
422019
Precise estimation of NDVI with a simple NIR sensitive RGB camera and machine learning methods for corn plants
L Wang, Y Duan, L Zhang, TU Rehman, D Ma, J Jin
Sensors 20 (11), 3208, 2020
372020
A posture recognition method based on indoor positioning technology
X Huang, F Wang, J Zhang, Z Hu, J Jin
Sensors 19 (6), 1464, 2019
342019
Automated in-field leaf-level hyperspectral imaging of corn plants using a Cartesian robotic platform
Z Chen, J Wang, T Wang, Z Song, Y Li, Y Huang, L Wang, J Jin
Computers and Electronics in Agriculture 183, 105996, 2021
322021
Application of non-linear partial least squares analysis on prediction of biomass of maize plants using hyperspectral images
D Ma, H Maki, S Neeno, L Zhang, L Wang, J Jin
Biosystems Engineering 200, 40-54, 2020
272020
Optimal field coverage path planning on 2D and 3D surfaces
J Jin
Iowa State University, 2009
252009
Optimal path planning for arable farming
J Jin, L Tang
2006 ASAE Annual Meeting, 1, 2006
252006
Improving high-throughput phenotyping using fusion of close-range hyperspectral camera and low-cost depth sensor
P Huang, X Luo, J Jin, L Wang, L Zhang, J Liu, Z Zhang
Sensors 18 (8), 2711, 2018
242018
Stress distribution analysis on hyperspectral corn leaf images for improved phenotyping quality
D Ma, L Wang, L Zhang, Z Song, T U. Rehman, J Jin
Sensors 20 (13), 3659, 2020
222020
Leaf Scanner: A portable and low-cost multispectral corn leaf scanning device for precise phenotyping
L Zhang, L Wang, J Wang, Z Song, TU Rehman, T Bureetes, D Ma, ...
Computers and electronics in agriculture 167, 105069, 2019
212019
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