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)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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Journal Article
Average-DInSAR method for unstable escarpments detection induced by underground coal mining
Yao, Xin, Chen, Yiping, Liu, Donglie, Zhou, Zhenkai, Liesenberg, Veraldo, 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)
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Journal Article
Fusion of Hyperspectral-Multispectral images joining Spatial-Spectral Dual-Dictionary and structured sparse Low-rank representation
Chen, Nan, Sui, Lichun, Zhang, Biao, He, Hongjie, Gao, Kyle, Li, Yandong, Marcato Junior, José, Li, Jonathan
Published in International journal of applied earth observation and geoinformation (15.12.2021)
Published in International journal of applied earth observation and geoinformation (15.12.2021)
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Journal Article
3D MSSD: A multilayer spatial structure 3D object detection network for mobile LiDAR point clouds
Wang, Zongyue, Xia, Qiming, Du, Jing, Huang, Shangfeng, Su, Jinhe, Junior, José Marcato, Li, Jonathan, Cai, Guorong
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)
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Journal Article
Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data
Garcia Furuya, Danielle Elis, Ma, Lingfei, Faita Pinheiro, Mayara Maezano, Georges Gomes, Felipe David, Gonçalvez, Wesley Nunes, Junior, José Marcato, de Castro Rodrigues, Diego, Blassioli-Moraes, Maria Carolina, Furtado Michereff, Mirian Fernandes, Borges, Miguel, Alaumann, Raúl Alberto, Ferreira, Ednaldo José, Osco, Lucas Prado, Marques Ramos, Ana Paula, Li, Jonathan, de Castro Jorge, Lúcio André
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)
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Journal Article
Geometric model and assessment of a dual‐fisheye imaging system
Campos, Mariana Batista, Tommaselli, Antonio Maria Garcia, Marcato Junior, José, Honkavaara, Eija
Published in Photogrammetric record (01.06.2018)
Published in Photogrammetric record (01.06.2018)
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Journal Article
Land-cover classification of multispectral LiDAR data using CNN with optimized hyper-parameters
Pan, Suoyan, Guan, Haiyan, Chen, Yating, Yu, Yongtao, Nunes Gonçalves, Wesley, Marcato Junior, José, Li, Jonathan
Published in ISPRS journal of photogrammetry and remote sensing (01.08.2020)
Published in ISPRS journal of photogrammetry and remote sensing (01.08.2020)
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Journal Article