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José Marcato Junior

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

6

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569

TOTAL CITATIONS

0

Scholarly Papers (6)

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1.

Urban Trees Mapping Using Multi-Scale Rgb Image and Deep Learning Vision Transformer-Based

Number of pages: 23 Posted: 19 Jul 2022
Felipe David Georges Gomes, Michelle Taís Garcia Furuya, José Marcato Junior, Diogo Nunes Gonçalves, José Augusto Correa Martins, Paulo Antonio Silva, Wesley Nunes Gonçalves, Lucas Prado Osco and Ana Paula Marques Ramos
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Universidade Federal do Rio de Janeiro (UFRJ), UFMS, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 195 (389,821)

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vision transformer, remote sensing, urban forestry, unmanned aerial vehicle multiscale features.

2.

The Pantanal Wetland Menaced by the Hidrovia Navigation Project: The End of an Entire Biome?

Number of pages: 15 Posted: 14 Jul 2023
Karl M. Wantzen, Mario Luis Assine, Ieda Maria Bortolotto, Debora Fernandes Calheiros, Zilca Campos, Agostinho Carlos Catella, Rafael Morais Chiaravalotti, Walter Collischonn, Eduardo G. Couto, Catia Nunes da Cunha, Geraldo Alves Damasceno-Junior, Carolina Joana da Silva, Adalberto Eberhard, Alexandre Ebert, Daniela Maimoni de Figueiredo, Mario Friedlander, Leticia Couto Garcia, Pierre Girard, Stephen K. Hamilton, Solange Ikeda-Castrillon, Renata Libonati, Reinaldo Lourival, Hudson de Azevedo Macedo, José Marcato Junior, Lucia Mateus, Ronaldo Morato, Guilherme Mourão, Claumir Cesar Muniz, André Valle Nunes, Maxwell da Rosa Oliveira, Ernandes Sobreira, Carlos Roberto Padovani, Jerry Penha, Danilo Bandini Ribeiro, Aguinaldo Silva, Balbina Maria Araújo Soriano, Wilson Cabral de Sousa Junior, Walfrido Moraes Tomas, Fernando Tortato and Catia Urbanetz
University of Strasbourg, São Paulo State University (UNESP), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University College London, affiliation not provided to SSRN, Universidade Federal de Mato Grosso, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Federal Institute of Education Science and Technology of Mato Grosso do Sul, Universidade Federal de Mato Grosso, Michigan State University, affiliation not provided to SSRN, Universidade Federal do Rio de Janeiro (UFRJ), San Diego State University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Instituto Chico Mendes de Conservação da Biodiversidade - Centro Nacional de Pesquisa e Conservação de Mamíferos Carnívoros, affiliation not provided to SSRN, Universidade do Estado de Mato Grosso, affiliation not provided to SSRN, Federal University of Minas Gerais (UFMG), Universidade do Estado de Mato Grosso, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Technological Institute of Aviation, affiliation not provided to SSRN, Panthera and affiliation not provided to SSRN
Downloads 152 (488,442)

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Navigation, environmental impact, river-floodplain-system, conservation, South America

3.

Convolutional Neural Networks for Semantic Segmentation of Aerial Images in Land Cover Mapping of Environmental Protection Areas

Number of pages: 31 Posted: 30 Apr 2024
Fabricio Bizotto, Gilson A. Giraldi, José Marcato Junior, Andre Brito, Ana Caroline Pinheiro Imbelloni, Victor Paulo Azevedo Valente da Silva and Mauren L. Andrade
affiliation not provided to SSRN, Pontifical Catholic University of Rio de Janeiro, affiliation not provided to SSRN, Pontifical Catholic University of Rio de Janeiro, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 80 (803,225)

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Semantic segmentation, Aerial images, Land Cover

4.

Multimodal Fusion Based on Arithmetic Operations and Attention Mechanisms

Number of pages: 20 Posted: 03 Dec 2022
LUCAS SOUZA RODRIGUES, Kenzo Sakiyama, Edson Takashi Matsubara, José Marcato Junior and Wesley Nunes Gonçalves
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 75 (837,727)

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Fusion information, Multimodal fusion, Multimodal deep learning, Attention, Arithmetic operations

5.

Measuring Water Ponding Time, Location and Connectivity on Soil Surfaces Using Time-Lapse Images and Deep Learning

Number of pages: 56 Posted: 03 Jun 2024
Pedro Alberto Pereira Zamboni, Mikesch Blümlein, Jonas Lenz, Wesley Nunes Gonçalves, José Marcato Junior, Thomas Wöhling and Anette Eltner
Dresden University of Technology, Dresden University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Dresden University of Technology and Dresden University of Technology
Downloads 34 (1,263,436)

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convolution neural networks, Infiltration process, water ponding

6.

Pseudo-Label Semi-Supervised Learning for Soybean Monitoring

Number of pages: 12 Posted: 01 Dec 2022
Gabriel Kirsten Menezes, José Augusto Correa Martins, Gilberto Astolfi, Everton Tetila, Adair Junior, Diogo Nunes Gonçalves, José Marcato Junior, Jonatham Silva, Jonathan Li, Wesley Nunes Gonçalves and Hemerson Pistori
affiliation not provided to SSRN, UFMS, Federal Institute of Education Science and Technology of Mato Grosso do Sul, Universidade Federal da Grande Dourados, affiliation not provided to SSRN, Universidade Federal do Rio de Janeiro (UFRJ), affiliation not provided to SSRN, affiliation not provided to SSRN, University of Waterloo, affiliation not provided to SSRN and Dom Bosco Catholic University
Downloads 33 (1,277,121)

Abstract:

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Deep Learning, Superpixel, Semi-supervised learning, Soybean, Weeds, Unmanned Aerial Vehicle