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Wesley Nunes Gonçalves
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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
1772020
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
1482020
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
1452019
Texture analysis and classification using deterministic tourist walk
AR Backes, WN Gonçalves, AS Martinez, OM Bruno
Pattern Recognition 43 (3), 685-694, 2010
1422010
BioLeaf: A professional mobile application to measure foliar damage caused by insect herbivory
BB Machado, JPM Orue, MS Arruda, CV Santos, DS Sarath, ...
Computers and electronics in agriculture 129, 44-55, 2016
1202016
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
1032020
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
1032019
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
1012019
Local descriptors for soybean disease recognition
RDL Pires, DN Gonçalves, JPM Oruê, WES Kanashiro, JF Rodrigues Jr, ...
Computers and Electronics in Agriculture 125, 48-55, 2016
962016
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
902020
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
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
812022
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
802020
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
Investigation of AISI 1040 steel corrosion in H2S solution containing chloride ions by digital image processing coupled with electrochemical techniques
AM Zimer, EC Rios, PCD Mendes, WN Gonçalves, OM Bruno, EC Pereira, ...
Corrosion Science 53 (10), 3193-3201, 2011
642011
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
622020
A complex network approach for dynamic texture recognition
WN Gonçalves, BB Machado, OM Bruno
Neurocomputing 153, 211-220, 2015
602015
Estimating soybean leaf defoliation using convolutional neural networks and synthetic images
LA da Silva, PO Bressan, DN Gonçalves, DM Freitas, BB Machado, ...
Computers and electronics in agriculture 156, 360-368, 2019
582019
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Articles 1–20