Asphalt Pothole Detection in UAV Images Using Convolutional Neural Networks. - Yuri V. Furusho Becker; Henrique Lopes Siqueira; Edson Takashi Matsubara; Wesley Nunes Gonçalves; José Marcato Junior (IGARSS, 2019)

Machine Learning Applied to Uav Imagery in Precision Agriculture and Forest Monitoring in Brazililian Savanah. - David Robledo Di Martini; Veraldo Liesenberg; Everton Castelão Tetila; José Marcato Junior; Edson Takashi Matsubara; Henrique Lopes Siqueira; Amaury Antônio de Castro Junior; Márcio Santos Araújo; Carlos Henrique Monteiro; Hemerson Pistori (IGARSS, 2019)

The Impact of Ground Control Point Quantity on Area and Volume Measurements with UAV SFM Photogrammetry Applied in Open Pit Mines. - Henrique Lopes Siqueira; José Marcato Junior; Edson Takashi Matsubara; Anette Eltner; Reinaldo Almeida Colares; Fabio Martins Santos (IGARSS, 2019)

Estimating Pasture Biomass and Canopy Height in Brazilian Savanna Using UAV Photogrammetry. - Juliana Batistoti; José Marcato Junior; Luís Ítavo; Edson Takashi Matsubara; Eva Gomes; Bianca Oliveira; Maurício de Souza; Henrique Lopes Siqueira; Geison Salgado Filho; Thales Akiyama; Wesley Nunes Gonçalves; Veraldo Liesenberg; et al. (Remote. Sens., 2019)

Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs. - Anderson Aparecido dos Santos; José Marcato Junior; Márcio Santos Araújo; David Robledo Di Martini; Everton Castelao Tetila; Henrique Lopes Siqueira; Camila Aoki; Anette Eltner; Edson Takashi Matsubara; Hemerson Pistori; Raul Queiroz Feitosa; Veraldo Liesenberg; et al. (Sensors, 2019)

Retinanet Deep Learning-Based Approach to Detect Termite Mounds in Eucalyptus Forests. - Juan Sales; José Marcato Junior; Henrique Lopes Siqueira; Maurício de Souza; Edson Takashi Matsubara; Wesley Nunes Gonçalves (IGARSS, 2021)

Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing. - Gabriel Silva de Oliveira; José Marcato Junior; Caio H. S. Polidoro; Lucas Prado Osco; Henrique Lopes Siqueira; Lucas de Souza Rodrigues; Liana Jank; Sanzio Barrios; Cacilda Valle; Rosangela Simeão; Camilo Carromeu; Eloise Silveira; et al. (Sensors, 2021)

A deep learning-based mobile application for tree species mapping in RGB images. - Mário de Araújo Carvalho; José Marcato Junior; José Augusto Correa Martins; Pedro Zamboni; Celso Soares Costa; Henrique Lopes Siqueira; Márcio Santos Araújo; Diogo Nunes Gonçalves; Danielle Elis Garcia Furuya; Lucas Prado Osco; Ana Paula Marques Ramos; Jonathan Li 001; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2022)