Spremljaj
Marcato Junior, José
Naslov
Navedeno
Navedeno
Leto
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
4182021
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
2452020
The segment anything model (sam) for remote sensing applications: From zero to one shot
LP Osco, Q Wu, EL De Lemos, WN Gonçalves, APM Ramos, J Li, ...
International Journal of Applied Earth Observation and Geoinformation 124 …, 2023
1812023
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
1772019
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
1692020
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
1632019
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
1462019
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
1392022
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
1372019
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
1352020
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
1262020
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
1072021
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
1062020
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
1012020
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
1002020
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
802020
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
722021
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
692021
ATSS deep learning-based approach to detect apple fruits
LJ Biffi, E Mitishita, V Liesenberg, AA Santos, DN Goncalves, NV Estrabis, ...
Remote Sensing 13 (1), 54, 2020
682020
Deforestation detection with fully convolutional networks in the Amazon Forest from Landsat-8 and Sentinel-2 images
DL Torres, JN Turnes, PJ Soto Vega, RQ Feitosa, DE Silva, ...
Remote Sensing 13 (24), 5084, 2021
672021
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