Luiz Gonzaga

29 papers A 1C 18Journal 10
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Lithological Classification Model Based on Fourier Neural Operators and Channel-Wise Self-Attention.
IEEE Geosci. Remote. Sens. Lett.
Ademir Marques Jr., Luiz José Schirmer Silva, Joice Cagliari, Leonardo Scalco, Luiza Carine Ferreira da Silva, Maurício Roberto Veronez, Luiz Gonzaga
2024 J jnl
Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks.
Comput. Geosci.
Graciela Eliane dos Reis Racolte, Ademir Marques Junior, Eniuce Menezes De Souza, Leonardo Scalco, Delano Menecucci Ibanez, Maurício Roberto Veronez, Luiz Gonzaga
2023 J jnl
An Immersive Virtual Field Experience Structuring Method for Geoscience Education.
IEEE Trans. Learn. Technol.
Rafael Kenji Horota, Pedro Rossa, Ademir Marques Jr., Luiz Gonzaga, Kim Senger, Caroline Lessio Cazarin, André Luiz Durante Spigolon, Maurício Roberto Veronez
2023 J jnl
An assisted multi-frame approach for super-resolution in hyperspectral images of rock samples.
Comput. Geosci.
Daniel C. Zanotta, Ademir Marques Jr., João Gabriel Motta, Vinícius Sales, Tainá T. Guimarães, Lucas S. Kupssinskü, Graciela Eliane dos Reis Racolte, Fabiane Bordin, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
2023 C conf
Assisted Multi-Frame Approach for Super-Resolution in UAV Photogrammetric Images.
IGARSS
Daniel C. Zanotta, Vinícius Sales, Ademir Marques Jr., André Luiz Durante Spigolon, Luiz Gonzaga, Maurício Roberto Veronez
2023 C conf
Clustering Fracture Data in 3D Outcrop Models with Hierarchical Agglomerative Clustering and Fisher Statistics.
IGARSS
Graciela Eliane dos Reis Racolte, Ademir Marques Jr., Vinícius Ferreira Sales, Daniel Capella Zanotta, Delano Menecucci Ibanez, Maurício Roberto Veronez, Luiz Gonzaga
2023 C conf
Evaluation of Resampling Techniques to Provide Better Synthesized Input Data to Super-Resolution Deep Learning Model Training.
IGARSS
Vinícius Sales, Ademir Marques Jr., Graciela Eliane dos Reis Racolte, Anderson Nunes, Tainá T. Guimarães, Daniel C. Zanotta, André Luiz Durante Spigolon, Luiz Gonzaga, Maurício Roberto Veronez
2023 C conf
Immersive Paleontological Experience Through Virtual and Augmented Reality Representation.
IGARSS
Gustavo Corrêa De Almeida, Daniel C. Zanotta, Tainá T. Guimarães, Ademir Marques Jr., Rodrigo S. Horodyski, Luiz Gonzaga, Maurício Roberto Veronez, Vinícius C. Souza
2023 C conf
Modeling Of Mean Tropospheric Temperature From Convolutional Neural Networks.
IGARSS
Diego Brum, Vinicius Francisco Rofatto, Leonardo Scalco, Rafaela De Oliveira Pena, Luiz Gonzaga, Daniel C. Zanotta, Luiz Fernando Sapucci, Maurício Roberto Veronez
2022 C conf
A Geometric Approach for Hyperspectral and 3D Point Cloud Integration in Natural Scenes.
IGARSS
Daniel Capella Zanotta, Ademir Marques Jr., Vinícius Sales, Graciela Eliane dos Reis Racolte, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
2022 J jnl
A Nondestructive Alternative for Kerogen Type Determination in Potential Hydrocarbon Source Rocks Using Hyperspectral Data and Machine Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tainá T. Guimarães, Lucas S. Kupssinskü, Milena De Barcelos Cardoso, Leonardo Bachi, Alysson Soares Aires, Emilie C. Koste, André Luiz Durante Spigolon, Luiz Gonzaga, Maurício Veronez
2022 C conf
ADAPTED ELBOW METHOD FOR SPHERICAL CLUSTERING OF FRACTURE DATA FROM DIGITAL OUTCROP MODEL.
IGARSS
Graciela Eliane dos Reis Racolte, Ademir Marques Jr., Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
2022 J jnl
Adaptive Segmentation for Discontinuity Detection on Karstified Carbonate Outcrop Images From UAV-SfM Acquisition and Detection Bias Analysis.
IEEE Access
Ademir Marques Junior, Graciela Eliane dos Reis Racolte, Daniel C. Zanotta, Eniuce Menezes De Souza, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
2022 C conf
Analysis of Machine Learning Techniques for Carbonate Outcrop Image Classification in Landsat 8 Satellite Data.
IGARSS
Vinícius Sales, Graciela Eliane dos Reis Racolte, Ademir Marques Jr., Daniel Capella Zanotta, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
2022 C conf
DC-GAN for Fracture Data Generation Based on Segmented Outcrop Images Acquired from UAV.
IGARSS
Ademir Marques Jr., Graciela Eliane dos Reis Racolte, Vinícius Ferreira Sales, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
2022 J jnl
Digital Outcrop Model Generation from Hybrid UAV and Panoramic Imaging Systems.
Remote. Sens.
Alysson Soares Aires, Ademir Marques Junior, Daniel Capella Zanotta, André Luiz Durante Spigolon, Maurício Roberto Veronez, Luiz Gonzaga
2022 J jnl
Interactive Fracture Segmentation Based on Optimum Connectivity Between Superpixels.
IEEE Geosci. Remote. Sens. Lett.
Ademir Marques Junior, Alexandre Xavier Falcão, Graciela Eliane dos Reis Racolte, Eniuce Menezes De Souza, Leonardo Bachi, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
2022 C conf
Lithofacies Analysis from Digital Outcrop Models.
IGARSS
Milena De Barcelos Cardoso, Leonardo Bachi, Alysson Soares Aires, Tainá Thomassim Guimarães, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
2022 C conf
Mean Tropospheric Temperature Estimation Using Deep Learning and Ensemble Methods.
IGARSS
Diego Brum, Vinicius Francisco Rofatto, Luiz Gonzaga, Rafaela De Oliveira Pena, Luiz Fernando Sapucci, Maurício Roberto Veronez
2022 J jnl
Spherical K-Means and Elbow Method Optimizations With Fisher Statistics for 3D Stochastic DFN From Virtual Outcrop Models.
IEEE Access
Graciela Eliane dos Reis Racolte, Ademir Marques Junior, Leonardo Scalco, Leandro Tonietto, Daniel Capella Zanotta, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
2022 J jnl
User-Guided Data Expansion Modeling to Train Deep Neural Networks With Little Supervision.
IEEE Geosci. Remote. Sens. Lett.
Italos Estilon de Souza, Caroline Lessio Cazarin, Maurício Roberto Veronez, Luiz Gonzaga, Alexandre Xavier Falcão
2021 C conf
A Multi-Looking Approach for Spatial Super-Resolution on Laboratory-Based Hyperspectral Images.
IGARSS
Daniel Capella Zanotta, Ademir Marques Junior, Alysson Soares Aires, Fabiane Bordin, Graciela Eliane dos Reis Racolte, João Gabriel Motta, Lucas S. Kupssinskü, Marianne Müller, Rafael Kenji Horota, Tainá Thomassim Guimarães, Vinícius Sales, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
2021 C conf
Deep Learning Application for Fracture Segmentation Over Outcrop Images from UAV-Based Digital Photogrammetry.
IGARSS
Ademir Marques Jr., Graciela Eliane dos Reis Racolte, Eniuce Menezes De Souza, Hiduino Venâncio Domingos, Rafael Kenji Horota, João Gabriel Motta, Daniel Capella Zanotta, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
2021 C conf
Kerogen Type Classification in Hydrocarbon Source Rocks Using Hyperspectral Data and Machine Learning.
IGARSS
Tainá Thomassim Guimarães, Lucas Silveira Kupssinskü, Daniel Capella Zanotta, João Gabriel Motta, André Luiz Durante Spigolon, Luiz Gonzaga, Maurício Roberto Veronez
2021 C conf
Mosis Lab Hyperspectral - Visualization and Correlation of Hyperspectral Data on Immersive Virtual Reality.
IGARSS
Tainá Thomassim Guimarães, Diego Henrique Diemmer Mariani, Lucas Silveira Kupssinskü, Pedro Rossa, Rafael Kenji Horota, Rafael de Freitas, Luiz Roupinha, Branda Eloá Weppo, Aline Weschenfelder, André Luiz Durante Spigolon, Luiz Gonzaga, Maurício Roberto Veronez
2021 C conf
Time Series Photogrammetric Processing Workflow for Wave-Washed Areas.
IGARSS
Rafael Kenji Horota, Leonardo Bachi, Alysson Soares Aires, Graciela Eliane dos Reis Racolte, Natália Procksch, Daniel Danilewicz, Natalia Bragiola Berchieri, Paulo Henrique Ott, André Luiz Durante Spigolon, Larissa Rosa De Oliveira, Luiz Gonzaga, Maurício Roberto Veronez
2021 C conf
Vizspectraldata: a WEB-Based Application for Hyperspectral Data Visualization.
IGARSS
Lucas Silveira Kupssinskü, Tainá Thomassim Guimarães, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
2020 C conf
A Quantitative Analysis on Different Carbonate Indicators Based on Spaceborne Data in a Controlled Karst Area.
IGARSS
Marianne Müller, Vinícius Ferreira Sales, Daniel C. Zanotta, Ademir Marques Jr., Tainá T. Guimarães, Leonardo Bachi, E. M. Souza, Diego Brum, Luiz Gonzaga, Maurício Roberto Veronez, Caroline Lessio Cazarin
2019 A conf
Improving spatial resolution of LANDSAT spectral bands from a single RGB image using artificial neural network.
ICST
Ademir Marques Junior, Pedro Rossa, Rafael Kenji Horota, Diego Brum, Eniuce Menezes De Souza, Alysson Soares Aires, Lucas S. Kupssinskü, Maurício Roberto Veronez, Luiz Gonzaga, Caroline Lessio Cazarin