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Marcato Junior, José
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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
882019
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
672020
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
622020
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
58*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
522020
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
512013
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
492021
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
492019
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
482020
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 Gonçalves, J Li
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
482019
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
462020
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
422020
Exterior orientation of CBERS-2B imagery using multi-feature control and orbital data
JM Junior, AMG Tommaselli
ISPRS Journal of Photogrammetry and Remote Sensing 79, 219-225, 2013
322013
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
312020
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
272020
Geotecnologias em aplicações ambientais
AC Paranhos Filho, CL Mioto, JM Junior
Editora UFMS, 2016
252016
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
242019
Calibration of panoramic cameras with coded targets and a 3D calibration field
AMG Tommaselli, J Marcato, MVA Moraes, SLA Silva, AO Artero
International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2014
232014
Geometric model and assessment of a dual‐fisheye imaging system
MB Campos, AMG Tommaselli, J Marcato Junior, E Honkavaara
The Photogrammetric Record 33 (162), 243-263, 2018
222018
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
212021
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