Marcato Junior, José

Marcato Junior, José

Universidade Federal de Mato Grosso do Sul

H-index: 29

Latin America-Brazil

About Marcato Junior, José

Marcato Junior, José, With an exceptional h-index of 29 and a recent h-index of 28 (since 2020), a distinguished researcher at Universidade Federal de Mato Grosso do Sul, specializes in the field of Remote Sensing, Sensoriamento Remoto, Deep Learning, Photogrammetry, Fotogrametria.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Seamless Deep Learning Approach for Apple Detection, Depth Estimation, and Tracking Using YOLO Models Enhanced by Multi-Head Attention Mechanism

The end of an entire biome? World's largest wetland, the Pantanal, is menaced by the Hidrovia project which is uncertain to sustainably support large-scale navigation

Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation

Identifying plant species in kettle holes using UAV images and deep learning techniques

A machine learning approach for mapping surface urban heat island using environmental and socioeconomic variables: a case study in a medium-sized Brazilian city

The segment anything model (sam) for remote sensing applications: From zero to one shot

VALIDAÇÃO DA ACURÁCIA POSICIONAL DE IMAGENS CBERS-4A EM CONTEXTO URBANO

The Potential of Visual ChatGPT for Remote Sensing

Marcato Junior, José Information

University

Position

___

Citations(all)

3174

Citations(since 2020)

2978

Cited By

569

hIndex(all)

29

hIndex(since 2020)

28

i10Index(all)

69

i10Index(since 2020)

63

Email

University Profile Page

Universidade Federal de Mato Grosso do Sul

Google Scholar

View Google Scholar Profile

Marcato Junior, José Skills & Research Interests

Remote Sensing

Sensoriamento Remoto

Deep Learning

Photogrammetry

Fotogrametria

Top articles of Marcato Junior, José

Title

Journal

Author(s)

Publication Date

A Seamless Deep Learning Approach for Apple Detection, Depth Estimation, and Tracking Using YOLO Models Enhanced by Multi-Head Attention Mechanism

Computers

Praveen Kumar Sekharamantry

Farid Melgani

Jonni Malacarne

Riccardo Ricci

Rodrigo de Almeida Silva

...

2024/3/21

The end of an entire biome? World's largest wetland, the Pantanal, is menaced by the Hidrovia project which is uncertain to sustainably support large-scale navigation

Science of The Total Environment

Karl M Wantzen

Mario Luis Assine

Ieda Maria Bortolotto

Debora Fernandes Calheiros

Zilca Campos

...

2024/1/15

Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation

Keiller Nogueira

Mayara Maezano Faita-Pinheiro

Ana Paula Marques Ramos

Wesley Nunes Gonçalves

José Marcato Junior

...

2024

Identifying plant species in kettle holes using UAV images and deep learning techniques

Remote Sensing in Ecology and Conservation

José Augusto Correa Martins

José Marcato Junior

Marlene Pätzig

Diego André Sant'Ana

Hemerson Pistori

...

2023/2

A machine learning approach for mapping surface urban heat island using environmental and socioeconomic variables: a case study in a medium-sized Brazilian city

Environmental Earth Sciences

Michelle Taís Garcia Furuya

Danielle Elis Garcia Furuya

Lucas Yuri Dutra de Oliveira

Paulo Antonio da Silva

Rejane Ennes Cicerelli

...

2023/7

The segment anything model (sam) for remote sensing applications: From zero to one shot

International Journal of Applied Earth Observation and Geoinformation

Lucas Prado Osco

Qiusheng Wu

Eduardo Lopes de Lemos

Wesley Nunes Gonçalves

Ana Paula Marques Ramos

...

2023/11/1

VALIDAÇÃO DA ACURÁCIA POSICIONAL DE IMAGENS CBERS-4A EM CONTEXTO URBANO

Revista Tamoios

Mariany Kerriany Gonçalves de Souza

Vagner Souza Machado

José Marcato Junior

Lucas Prado Osco

Ana Paula Marques Ramos

2023/1/30

The Potential of Visual ChatGPT for Remote Sensing

Remote Sensing

Lucas Prado Osco

Eduardo Lopes de Lemos

Wesley Nunes Gonçalves

Ana Paula Marques Ramos

José Marcato Junior

2023/6/22

A Click-based Interactive Segmentation Network for Point Clouds

IEEE Transactions on Geoscience and Remote Sensing

Wentao Sun

Zhipeng Luo

Yiping Chen

Huxiong Li

Jose Marcato

...

2023/10/13

Mapeamento de áreas queimadas na Amazônia brasileira usando aprendizado profundo

Diogo Gonçalves

Wesley Nunes Gonçalves

José Marcato Junior

Márcio Santos

Isabella Favero

...

2023

MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture

arXiv e-prints

Diogo Nunes Goncalves

Jose Marcato Junior

Pedro Zamboni

Hemerson Pistori

Jonathan Li

...

2023/5

Deep4Fusion: A Deep FORage Fusion framework for high-throughput phenotyping for green and dry matter yield traits

Computers and Electronics in Agriculture

Lucas de Souza Rodrigues

Edmar Caixeta Filho

Kenzo Sakiyama

Mateus Figueiredo Santos

Liana Jank

...

2023/8/1

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

Karl M Wantzen

Mario Luis Assine

Ieda Maria Bortolotto

Debora Fernandes Calheiros

Zilca Campos

...

2023

3D building model generation from MLS point cloud and 3D mesh using multi-source data fusion

Weiquan Liu

Yu Zang

Zhangyue Xiong

Xuesheng Bian

Chenglu Wen

...

2023/2/1

Transforming our biggest challenge into our biggest success: Experiences of the Federal University of Mato Grosso do Sul (Brazil) IEEE Student Branch during the COVID-19 pandemic

IEEE Potentials

Nayara Vasconcelos Estrabis

José Marcato Junior

2023/7/21

Active Fire Detection in Forests with 5 Deep Learning Techniques

Marcelo Kuchar Matte

José Marcato Junior

Newton Loebens

Hemerson Pistori

2023/11/13

Counting tilapia larvae using images captured by smartphones

Smart Agricultural Technology

Celso Soares Costa

Wesley Nunes Gonçalves

Vanda Alice Garcia Zanoni

Mauro dos Santos de Arruda

Mário de Araújo Carvalho

...

2023/8/1

Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery

International Journal of Applied Earth Observation and Geoinformation

Diogo Nunes Gonçalves

José Marcato Junior

André Caceres Carrilho

Plabiany Rodrigo Acosta

Ana Paula Marques Ramos

...

2023/2/1

Robust Image Captioning with Post-Generation Ensemble Method

Riccardo Ricci

Farid Melgani

José Marcato Junior

Wesley Nunes Gonçalves

2023/7/16

Pseudo-label semi-supervised learning for soybean monitoring

Smart Agricultural Technology

Gabriel Kirsten Menezes

Gilberto Astolfi

José Augusto Correa Martins

Everton Castelão Tetila

Adair da Silva Oliveira Junior

...

2023/8/1

See List of Professors in Marcato Junior, José University(Universidade Federal de Mato Grosso do Sul)

Co-Authors

H-index: 72
Jonathan Li

Jonathan Li

University of Waterloo

H-index: 34
Paulo Tarso S. Oliveira

Paulo Tarso S. Oliveira

Universidade Federal de Mato Grosso do Sul

H-index: 33
Wesley Nunes Gonçalves

Wesley Nunes Gonçalves

Universidade Federal de Mato Grosso do Sul

H-index: 28
Raul Queiroz Feitosa

Raul Queiroz Feitosa

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 27
Veraldo Liesenberg

Veraldo Liesenberg

Universidade do Estado de Santa Catarina

H-index: 26
Hemerson Pistori

Hemerson Pistori

Universidade Católica Dom Bosco

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