default author photo

Wesley Nunes Gonçalves

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

6

DOWNLOADS

415

TOTAL CITATIONS

0

Scholarly Papers (6)

Actions:
Email selected abstracts
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)

Abstract:

Loading...

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

2.

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)

Abstract:

Loading...

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

3.

Descinet: A Hierarchical Deep Convolutional Neural Network with Skip Connection for Long Time Series Forecasting

Number of pages: 29 Posted: 09 Oct 2022
Andre Quintiliano Bezerra Silva, Wesley Nunes Gonçalves and Edson Takashi Matsubara
Federal Institute of Education Science and Technology of Mato Grosso do Sul, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 64 (924,743)

Abstract:

Loading...

Long sequence time-series forecasting, Skips Connections, Convolutional Neural Networks (CNNs), Deep Learning

4.

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)

Abstract:

Loading...

convolution neural networks, Infiltration process, water ponding

5.

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:

Loading...

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

6.

Imbalance-Mitigated Tactile Paving Segmentation in Outdoor Environments Using SegFormer-B5 with OHEM and Fine-Tuning

Number of pages: 19 Posted: 05 Mar 2026
Andrea Romero Karmouche, Wesley Nunes Gonçalves, Alexandre Magalhães Albuquerque and Valter Aragão Nascimento
Universidade Federal de Mato Grosso do Sul, affiliation not provided to SSRN, affiliation not provided to SSRN and Universidade Federal de Mato Grosso do Sul
Downloads 14 (1,509,872)

Abstract:

Loading...

SegFormer, Class Imbalance, semantic segmentation, Deep Learning, sep tactile paving