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Lucas Prado Osco
Lucas Prado Osco
Ph.D. Environmental Engineer
Geverifieerd e-mailadres voor unoeste.br - Homepage
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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
2742021
A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices
APM Ramos, LP Osco, DEG Furuya, WN Gonçalves, DC Santana, ...
Computers and Electronics in Agriculture 178, 105791, 2020
1762020
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
148*2020
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
1002019
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
892020
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 Gonçalves, ...
Remote Sensing 12 (8), 1294, 2020
832020
A machine learning framework to predict nutrient content in valencia-orange leaf hyperspectral measurements
LP Osco, APM Ramos, MM Faita Pinheiro, ÉAS Moriya, NN Imai, ...
Remote Sensing 12 (6), 906, 2020
772020
A CNN approach to simultaneously count plants and detect plantation-rows from UAV imagery
LP Osco, MS de Arruda, DN Gonçalves, A Dias, J Batistoti, M de Souza, ...
ISPRS Journal of Photogrammetry and Remote Sensing 174, 1-17, 2021
732021
Deep learning applied to phenotyping of biomass in forages with UAV-based RGB imagery
W Castro, J Marcato Junior, C Polidoro, LP Osco, W Gonçalves, ...
Sensors 20 (17), 4802, 2020
612020
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
502021
ATSS deep learning-based approach to detect apple fruits
LJ Biffi, E Mitishita, V Liesenberg, AA Santos, DN Gonçalves, NV Estrabis, ...
Remote Sensing 13 (1), 54, 2020
462020
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
412021
Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images
LP Osco, APM Ramos, ÉAS Moriya, M de Souza, JM Junior, ...
International Journal of Applied Earth Observation and Geoinformation 83, 101907, 2019
372019
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
332020
Modeling hyperspectral response of water-stress induced lettuce plants using artificial neural networks
LP Osco, APM Ramos, ÉAS Moriya, LG Bavaresco, BC Lima, N Estrabis, ...
Remote Sensing 11 (23), 2797, 2019
332019
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
322021
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 Gonçalves, ...
arXiv e-prints, arXiv: 2306.16623, 2023
28*2023
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
282021
Storm-drain and manhole detection using the retinanet method
A Santos, J Marcato Junior, J de Andrade Silva, R Pereira, D Matos, ...
Sensors 20 (16), 4450, 2020
262020
Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping
PO Bressan, JM Junior, JAC Martins, MJ de Melo, DN Gonçalves, ...
International Journal of Applied Earth Observation and Geoinformation 108 …, 2022
252022
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