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Ana Paula Marques Ramos
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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
4142021
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
2402020
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
1692023
A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery
LP OSCO, MS ARRUDA, J MARCATO JUNIOR, NB SILVA, ...
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING 160, 97-106, 2020
1692020
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
1362019
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
1252020
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
1032021
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
962020
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
712021
Detecting coffee leaf rust with UAV-based vegetation indices and decision tree machine learning models
DB Marin, LS Santana, BDS Barbosa, RAP Barata, LP Osco, APM Ramos, ...
Computers and Electronics in Agriculture 190, 106476, 2021
702021
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
652020
Predicting days to maturity, plant height, and grain yield in soybean: A machine and deep learning approach using multispectral data
PE Teodoro, LPR Teodoro, FHR Baio, CA da Silva Junior, RG dos Santos, ...
Remote sensing 13 (22), 4632, 2021
572021
Semantic segmentation of tree-canopy in urban environment with pixel-wise deep learning
JAC Martins, K Nogueira, LP Osco, FDG Gomes, DEG Furuya, ...
Remote Sensing 13 (16), 3054, 2021
552021
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
462019
AIGE
KF Marques, AF Marques, MA Lopes, RF Beraldo, TB Lima, LY Sassaki
Artif Intell 3 (1), 1-8, 2022
43*2022
AS; Imai, NN; Pereira, DR; Creste, JE; Matsubara, ET; et al. A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery
LP Osco, MS De Arruda, J Marcato Junior, NB Da Silva, APM Ramos, ...
ISPRS J. Photogramm. Remote Sens 160, 97-106, 2020
402020
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
402019
Mother-to-child transmission and gestational syphilis: Spatial-temporal epidemiology and demographics in a Brazilian region
JM SOUZA, R GIUFFRIDA, APS MARQUES, G MORCELI, CH COELHO, ...
PLoS Neglected Tropical Diseases. 13 (1), 2019
362019
Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping
PO Bressan, JM Junior, JAC Martins, MJ de Melo, DN Gonçalves, ...
International Journal of Applied Earth Observation and Geoinformation 108 …, 2022
352022
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
332020
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