Marcato Junior, José
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A review on deep learning in UAV remote sensing
LP Osco, JM Junior, APM Ramos, LAC Jorge, SN Fatholahi, JA Silva, ...
International Journal of Applied Earth Observation and Geoinformation 102 …, 2021
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
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
Assessment of CNN-based methods for individual tree detection on images captured by RGB cameras attached to UAVs
AA Santos, J Marcato Junior, MS Araújo, DR Di Martini, EC Tetila, ...
Sensors 19 (16), 3595, 2019
Improving cover and management factor (C-factor) estimation using remote sensing approaches for tropical regions
A Almagro, TC Thomé, CB Colman, RB Pereira, JM Junior, ...
International Soil and Water Conservation Research 7 (4), 325-334, 2019
Landslide detection of hyperspectral remote sensing data based on deep learning with constrains
C Ye, Y Li, P Cui, L Liang, S Pirasteh, J Marcato, WN Goncalves, J Li
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
Applying fully convolutional architectures for semantic segmentation of a single tree species in urban environment on high resolution UAV optical imagery
D Lobo Torres, R Queiroz Feitosa, P Nigri Happ, L Elena Cué La Rosa, ...
Sensors 20 (2), 563, 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
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
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
Road extraction in remote sensing data: A survey
Z Chen, L Deng, Y Luo, D Li, JM Junior, WN Gonçalves, AAM Nurunnabi, ...
International journal of applied earth observation and geoinformation 112 …, 2022
Land-cover classification of multispectral LiDAR data using CNN with optimized hyper-parameters
S Pan, H Guan, Y Chen, Y Yu, WN Gonçalves, JM Junior, J Li
ISPRS Journal of Photogrammetry and Remote Sensing 166, 241-254, 2020
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
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
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
A hybrid deep convolutional neural network for accurate land cover classification
N Wambugu, Y Chen, Z Xiao, M Wei, SA Bello, JM Junior, J Li
International Journal of Applied Earth Observation and Geoinformation 103 …, 2021
Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery
LP Osco, K Nogueira, AP Marques Ramos, MM Faita Pinheiro, ...
Precision Agriculture 22 (4), 1171-1188, 2021
Generating virtual images from oblique frames
AMG Tommaselli, M Galo, MVA De Moraes, J Marcato Jr, CRT Caldeira, ...
Remote Sensing 5 (4), 1875-1893, 2013
Capsule-based networks for road marking extraction and classification from mobile LiDAR point clouds
L Ma, Y Li, J Li, Y Yu, JM Junior, WN Gonçalves, MA Chapman
IEEE Transactions on Intelligent Transportation Systems 22 (4), 1981-1995, 2020
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
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