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
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)
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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)
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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
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)
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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
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)
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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
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)
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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
Improving cover and management factor (C-factor) estimation using remote sensing approaches for tropical regions
Almagro, André, Thomé, Thais Caregnatto, Colman, Carina Barbosa, Pereira, Rodrigo Bahia, Marcato Junior, José, Rodrigues, Dulce Buchala Bicca, Oliveira, Paulo Tarso Sanches
Published in International Soil and Water Conservation Research (01.12.2019)
Published in International Soil and Water Conservation Research (01.12.2019)
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Journal Article
Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images
Zamboni, Pedro, Junior, José Marcato, Silva, Jonathan de Andrade, Miyoshi, Gabriela Takahashi, Matsubara, Edson Takashi, Nogueira, Keiller, Gonçalves, Wesley Nunes
Published in Remote sensing (Basel, Switzerland) (01.07.2021)
Published in Remote sensing (Basel, Switzerland) (01.07.2021)
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Journal Article
Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data
Teodoro, Paulo Eduardo, Teodoro, Larissa Pereira Ribeiro, Baio, Fábio Henrique Rojo, da Silva Junior, Carlos Antonio, dos Santos, Regimar Garcia, Ramos, Ana Paula Marques, Pinheiro, Mayara Maezano Faita, Osco, Lucas Prado, Gonçalves, Wesley Nunes, Carneiro, Alexsandro Monteiro, Junior, José Marcato, Pistori, Hemerson, Shiratsuchi, Luciano Shozo
Published in Remote sensing (Basel, Switzerland) (01.11.2021)
Published in Remote sensing (Basel, Switzerland) (01.11.2021)
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Journal Article
A Building Roof Identification CNN Based on Interior-Edge-Adjacency Features Using Hyperspectral Imagery
Ye, Chengming, Li, Hongfu, Li, Chunming, Liu, Xin, Li, Yao, Li, Jonathan, Gonçalves, Wesley Nunes, Junior, José Marcato
Published in Remote sensing (Basel, Switzerland) (01.08.2021)
Published in Remote sensing (Basel, Switzerland) (01.08.2021)
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Journal Article
A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery
Furuya, Danielle Elis Garcia, Aguiar, João Alex Floriano, Estrabis, Nayara V., Pinheiro, Mayara Maezano Faita, Furuya, Michelle Taís Garcia, Pereira, Danillo Roberto, Gonçalves, Wesley Nunes, Liesenberg, Veraldo, Li, Jonathan, Marcato Junior, José, Prado Osco, Lucas, Ramos, Ana Paula Marques
Published in Remote sensing (Basel, Switzerland) (01.12.2020)
Published in Remote sensing (Basel, Switzerland) (01.12.2020)
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Journal Article
Predicting Eucalyptus Diameter at Breast Height and Total Height with UAV-Based Spectral Indices and Machine Learning
da Silva, Ana Karina Vieira, Borges, Marcus Vinicius Vieira, Batista, Tays Silva, da Silva Junior, Carlos Antonio, Furuya, Danielle Elis Garcia, Prado Osco, Lucas, Teodoro, Larissa Pereira Ribeiro, Baio, Fábio Henrique Rojo, Ramos, Ana Paula Marques, Gonçalves, Wesley Nunes, Marcato Junior, José, Teodoro, Paulo Eduardo, Pistori, Hemerson
Published in Forests (01.05.2021)
Published in Forests (01.05.2021)
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Journal Article
Silage Grass Sward Nitrogen Concentration and Dry Matter Yield Estimation Using Deep Regression and RGB Images Captured by UAV
Alves Oliveira, Raquel, Marcato Junior, José, Soares Costa, Celso, Näsi, Roope, Koivumäki, Niko, Niemeläinen, Oiva, Kaivosoja, Jere, Nyholm, Laura, Pistori, Hemerson, Honkavaara, Eija
Published in Agronomy (Basel) (01.06.2022)
Published in Agronomy (Basel) (01.06.2022)
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