Lucas Prado Osco
Lucas Prado Osco
Ph.D. Environmental Engineer
Verified email at unoeste.br
Title
Cited by
Cited by
Year
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, ÉAS Moryia, ...
ISPRS Journal of Photogrammetry and Remote Sensing 160, 97-106, 2020
492020
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
312019
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
292020
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
232020
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
222020
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
172020
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
142019
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
112019
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
102020
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
92020
A Review on Deep Learning in UAV Remote Sensing
L Prado Osco, J Marcato Junior, AP Marques Ramos, ...
arXiv e-prints, arXiv: 2101.10861, 2021
8*2021
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, 2021
82021
Mapping utility poles in aerial orthoimages using atss deep learning method
M Gomes, J Silva, D Gonçalves, P Zamboni, J Perez, E Batista, A Ramos, ...
Sensors 20 (21), 6070, 2020
72020
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
62021
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
62020
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
42021
A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery
DEG FURUYA, JAF AGUIAR, N ESTRABIS, MMF PINHEIRO, ...
Remote Sensing 12 (24), 1, 2020
32020
Climatic seasonality and water quality in watersheds: a study case in Limoeiro River watershed in the western region of Sao Paulo State, Brazil
FD Georges Gomes, LP Osco, PA Antunes, AP Marques Ramos
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH 27 (24), 30034-30049, 2020
22020
Predicting Eucalyptus Diameter at Breast Height and Total Height with UAV-Based Spectral Indices and Machine Learning
AKV da Silva, MVV Borges, TS Batista, CA da Silva Junior, DEG Furuya, ...
Forests 12 (5), 582, 2021
12021
Semantic Segmentation With Labeling Uncertainty and Class Imbalance
PO Bressan, JM Junior, JAC Martins, DN Gonçalves, DM Freitas, LP Osco, ...
arXiv preprint arXiv:2102.04566, 2021
12021
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