A review on deep learning in UAV remote sensing
Osco, Lucas Prado, Marcato Junior, José, Marques Ramos, Ana Paula, de Castro Jorge, Lúcio André, Fatholahi, Sarah Narges, de Andrade Silva, Jonathan, Matsubara, Edson Takashi, Pistori, Hemerson, Gonçalves, Wesley Nunes, Li, Jonathan
Published in International journal of applied earth observation and geoinformation (01.10.2021)
Published in International journal of applied earth observation and geoinformation (01.10.2021)
Get full text
Journal Article
Applying Fully Convolutional Architectures for Semantic Segmentation of a Single Tree Species in Urban Environment on High Resolution UAV Optical Imagery
Lobo Torres, Daliana, Queiroz Feitosa, Raul, Nigri Happ, Patrick, Elena Cué La Rosa, Laura, Marcato Junior, José, Martins, José, Olã Bressan, Patrik, Gonçalves, Wesley Nunes, Liesenberg, Veraldo
Published in Sensors (Basel, Switzerland) (20.01.2020)
Published in Sensors (Basel, Switzerland) (20.01.2020)
Get full text
Journal Article
Using Deep Learning for Automatic Water Stage Measurements
Eltner, Anette, Bressan, Patrik Olã, Akiyama, Thales, Gonçalves, Wesley Nunes, Marcato Junior, José
Published in Water resources research (01.03.2021)
Published in Water resources research (01.03.2021)
Get full text
Journal Article
Road extraction in remote sensing data: A survey
Chen, Ziyi, Deng, Liai, Luo, Yuhua, Li, Dilong, Marcato Junior, José, Nunes Gonçalves, Wesley, Awal Md Nurunnabi, Abdul, Li, Jonathan, Wang, Cheng, Li, Deren
Published in International journal of applied earth observation and geoinformation (01.08.2022)
Published in International journal of applied earth observation and geoinformation (01.08.2022)
Get full text
Journal Article
Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery
Prado Osco, Lucas, Marques Ramos, Ana Paula, Roberto Pereira, Danilo, Akemi Saito Moriya, Érika, Nobuhiro Imai, Nilton, Takashi Matsubara, Edson, Estrabis, Nayara, de Souza, Maurício, Marcato Junior, José, Gonçalves, Wesley Nunes, Li, Jonathan, Liesenberg, Veraldo, Eduardo Creste, José
Published in Remote sensing (Basel, Switzerland) (06.12.2019)
Published in Remote sensing (Basel, Switzerland) (06.12.2019)
Get full text
Journal Article
A hybrid deep convolutional neural network for accurate land cover classification
Wambugu, Naftaly, Chen, Yiping, Xiao, Zhenlong, Wei, Mingqiang, Aminu Bello, Saifullahi, Marcato Junior, José, Li, Jonathan
Published in International journal of applied earth observation and geoinformation (01.12.2021)
Published in International journal of applied earth observation and geoinformation (01.12.2021)
Get full text
Journal Article
Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery
Castro, Wellington, Marcato Junior, José, Polidoro, Caio, Osco, Lucas Prado, Gonçalves, Wesley, Rodrigues, Lucas, Santos, Mateus, Jank, Liana, Barrios, Sanzio, Valle, Cacilda, Simeão, Rosangela, Carromeu, Camilo, Silveira, Eloise, Jorge, Lúcio André de Castro, Matsubara, Edson
Published in Sensors (Basel, Switzerland) (26.08.2020)
Published in Sensors (Basel, Switzerland) (26.08.2020)
Get full text
Journal Article
A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images
Miyoshi, Gabriela Takahashi, Arruda, Mauro dos Santos, Osco, Lucas Prado, Marcato Junior, José, Gonçalves, Diogo Nunes, Imai, Nilton Nobuhiro, Tommaselli, Antonio Maria Garcia, Honkavaara, Eija, Gonçalves, Wesley Nunes
Published in Remote sensing (Basel, Switzerland) (01.04.2020)
Published in Remote sensing (Basel, Switzerland) (01.04.2020)
Get full text
Journal Article
Deep Learning Regression Approaches Applied to Estimate Tillering in Tropical Forages Using Mobile Phone Images
Santos, Luiz, Junior, José Marcato, Zamboni, Pedro, Santos, Mateus, Jank, Liana, Campos, Edilene, Matsubara, Edson Takashi
Published in Sensors (Basel, Switzerland) (28.05.2022)
Published in Sensors (Basel, Switzerland) (28.05.2022)
Get full text
Journal Article
Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning
Martins, José Augusto Correa, Nogueira, Keiller, Osco, Lucas Prado, Gomes, Felipe David Georges, Furuya, Danielle Elis Garcia, Gonçalves, Wesley Nunes, Sant’Ana, Diego André, Ramos, Ana Paula Marques, Liesenberg, Veraldo, dos Santos, Jefersson Alex, de Oliveira, Paulo Tarso Sanches, Junior, José Marcato
Published in Remote sensing (Basel, Switzerland) (01.08.2021)
Published in Remote sensing (Basel, Switzerland) (01.08.2021)
Get full text
Journal Article
Storm-Drain and Manhole Detection Using the RetinaNet Method
Santos, Anderson, Marcato Junior, José, de Andrade Silva, Jonathan, Pereira, Rodrigo, Matos, Daniel, Menezes, Geazy, Higa, Leandro, Eltner, Anette, Ramos, Ana Paula, Osco, Lucas, Gonçalves, Wesley
Published in Sensors (Basel, Switzerland) (10.08.2020)
Published in Sensors (Basel, Switzerland) (10.08.2020)
Get full text
Journal Article
Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method
Gomes, Matheus, Silva, Jonathan, Gonçalves, Diogo, Zamboni, Pedro, Perez, Jader, Batista, Edson, Ramos, Ana, Osco, Lucas, Matsubara, Edson, Li, Jonathan, Marcato Junior, José, Gonçalves, Wesley
Published in Sensors (Basel, Switzerland) (26.10.2020)
Published in Sensors (Basel, Switzerland) (26.10.2020)
Get full text
Journal Article
Airborne multispectral LiDAR point cloud classification with a feature Reasoning-based graph convolution network
Zhao, Peiran, Guan, Haiyan, Li, Dilong, Yu, Yongtao, Wang, Hanyun, Gao, Kyle, Marcato Junior, José, Li, Jonathan
Published in International journal of applied earth observation and geoinformation (25.12.2021)
Published in International journal of applied earth observation and geoinformation (25.12.2021)
Get full text
Journal Article
Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques
Osco, Lucas Prado, Junior, José Marcato, Ramos, Ana Paula Marques, Furuya, Danielle Elis Garcia, Santana, Dthenifer Cordeiro, Teodoro, Larissa Pereira Ribeiro, Gonçalves, Wesley Nunes, Baio, Fábio Henrique Rojo, Pistori, Hemerson, Junior, Carlos Antonio da Silva, Teodoro, Paulo Eduardo
Published in Remote sensing (Basel, Switzerland) (01.10.2020)
Published in Remote sensing (Basel, Switzerland) (01.10.2020)
Get full text
Journal Article
Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing
de Oliveira, Gabriel Silva, Marcato Junior, José, Polidoro, Caio, Osco, Lucas Prado, Siqueira, Henrique, Rodrigues, Lucas, Jank, Liana, Barrios, Sanzio, Valle, Cacilda, Simeão, Rosângela, Carromeu, Camilo, Silveira, Eloise, André de Castro Jorge, Lúcio, Gonçalves, Wesley, Santos, Mateus, Matsubara, Edson
Published in Sensors (Basel, Switzerland) (09.06.2021)
Published in Sensors (Basel, Switzerland) (09.06.2021)
Get full text
Journal Article
Road marking extraction in UAV imagery using attentive capsule feature pyramid network
Guan, Haiyan, Lei, Xiangda, Yu, Yongtao, Zhao, Haohao, Peng, Daifeng, Marcato Junior, José, Li, Jonathan
Published in International journal of applied earth observation and geoinformation (01.03.2022)
Published in International journal of applied earth observation and geoinformation (01.03.2022)
Get full text
Journal Article