Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method

por 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
Publicado 2020

Storm-Drain and Manhole Detection Using the RetinaNet Method

por 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
Publicado 2020

Applying Fully Convolutional Architectures for Semantic Segmentation of a Single Tree Species in Urban Environment on High Resolution UAV Optical Imagery

por 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
Publicado 2020

Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery

por 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
Publicado 2020

Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs

por dos Santos, Anderson Aparecido, Marcato Junior, José, Araújo, Márcio Santos, Di Martini, David Robledo, Tetila, Everton Castelão, Siqueira, Henrique Lopes, Aoki, Camila, Eltner, Anette, Matsubara, Edson Takashi, Pistori, Hemerson, Feitosa, Raul Queiroz, Liesenberg, Veraldo, Gonçalves, Wesley Nunes
Publicado 2019

Mauritia flexuosa palm trees airborne mapping with deep convolutional neural network

por Arce, Luciene Sales Dagher, Osco, Lucas Prado, Arruda, Mauro dos Santos de, Furuya, Danielle Elis Garcia, Ramos, Ana Paula Marques, Aoki, Camila, Pott, Arnildo, Fatholahi, Sarah, Li, Jonathan, Araújo, Fábio Fernando de, Gonçalves, Wesley Nunes, Marcato Junior, José
Publicado 2021

Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing

por 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
Publicado 2021