- A review on deep learning in UAV remote sensing
LP Osco, JM Junior, APM Ramos, LA de Castro Jorge, SN Fatholahi, ...
International Journal of Applied Earth Observation and Geoinformation 102 2021
Citations: 423
- A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices
APM Ramos, LP Osco, DEG Furuya, WN Gonalves, DC Santana, ...
Computers and Electronics in Agriculture 178, 105791 2020
Citations: 245
- The Segment Anything Model (SAM) for Remote Sensing Applications: From Zero to One Shot
L Prado Osco, Q Wu, E Lopes de Lemos, W Nunes Gonalves, ...
arXiv e-prints, arXiv: 2306.16623 2023
Citations: 183
- A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery
LP Osco, MS De Arruda, JM Junior, NB Da Silva, APM Ramos, ...
ISPRS Journal of Photogrammetry and Remote Sensing 160, 97-106 2020
Citations: 171
- Predicting canopy nitrogen content in citrus-trees using random forest algorithm associated to spectral vegetation indices from UAV-imagery
L Prado Osco, AP Marques Ramos, D Roberto Pereira, ...
Remote Sensing 11 (24), 2925 2019
Citations: 137
- Leaf nitrogen concentration and plant height prediction for maize using UAV-based multispectral imagery and machine learning techniques
LP Osco, JM Junior, APM Ramos, DEG Furuya, DC Santana, ...
Remote Sensing 12 (19), 3237 2020
Citations: 126
- A CNN approach to simultaneously count plants and detect plantation-rows from UAV imagery
LP Osco, MS de Arruda, DN Gonalves, A Dias, J Batistoti, M de Souza, ...
ISPRS Journal of Photogrammetry and Remote Sensing 174, 1-17 2021
Citations: 107
- A novel deep learning method to identify single tree species in UAV-based hyperspectral images
GT Miyoshi, MS Arruda, LP Osco, J Marcato Junior, DN Gonalves, ...
Remote Sensing 12 (8), 1294 2020
Citations: 101
- A machine learning framework to predict nutrient content in valencia-orange leaf hyperspectral measurements
LP Osco, APM Ramos, MM Faita Pinheiro, AS Moriya, NN Imai, ...
Remote Sensing 12 (6), 906 2020
Citations: 100
- Deep learning applied to phenotyping of biomass in forages with UAV-based RGB imagery
W Castro, J Marcato Junior, C Polidoro, LP Osco, W Gonalves, ...
Sensors 20 (17), 4802 2020
Citations: 80
- Detecting coffee leaf rust with UAV-based vegetation indices and decision tree machine learning models
DB Marin, LS Santana, BDS Barbosa, RAP Barata, LP Osco, APM Ramos, ...
Computers and Electronics in Agriculture 190, 106476 2021
Citations: 75
- Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery
LP Osco, K Nogueira, APM Ramos, MMF Pinheiro, DEG Furuya, ...
Precision Agriculture, 1-18 2021
Citations: 72
- ATSS deep learning-based approach to detect apple fruits
LJ Biffi, E Mitishita, V Liesenberg, AA Santos, DN Goncalves, NV Estrabis, ...
Remote Sensing 13 (1), 54 2020
Citations: 69
- samgeo: A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
Q Wu, LP Osco
Journal of Open Source Software 8 (89), 5663 2023
Citations: 57
- Predicting days to maturity, plant height, and grain yield in soybean: A machine and deep learning approach using multispectral data
PE Teodoro, LPR Teodoro, FHR Baio, CA da Silva Junior, RG dos Santos, ...
Remote sensing 13 (22), 4632 2021
Citations: 57
- Semantic segmentation of tree-canopy in urban environment with pixel-wise deep learning
JAC Martins, K Nogueira, LP Osco, FDG Gomes, DEG Furuya, ...
Remote Sensing 13 (16), 3054 2021
Citations: 55
- Modeling hyperspectral response of water-stress induced lettuce plants using artificial neural networks
LP Osco, APM Ramos, AS Moriya, LG Bavaresco, BC Lima, N Estrabis, ...
Remote Sensing 11 (23), 2797 2019
Citations: 49
- Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping
PO Bressan, JM Junior, JAC Martins, MJ de Melo, DN Gonalves, ...
International Journal of Applied Earth Observation and Geoinformation 108 2022
Citations: 45
- Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images
LP Osco, APM Ramos, AS Moriya, M de Souza, JM Junior, ...
International Journal of Applied Earth Observation and Geoinformation 83, 101907 2019
Citations: 40
- Bacillus subtilis can modulate the growth and root architecture in soybean through volatile organic compounds
LG Bavaresco, LP Osco, ASF Araujo, LW Mendes, A Bonifacio, FF Araujo
Theoretical and Experimental Plant Physiology 32 (2), 99-108 2020
Citations: 39