Luiz Gonzaga

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 28

Top Topics

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Comput. Geosci.

Publications

Graciela Eliane dos Reis Racolte, Ademir Marques Junior, Eniuce Menezes De Souza, Leonardo Scalco, Delano Menecucci Ibanez, Maurício Roberto Veronez, Luiz Gonzaga
Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks. Comput. Geosci. 191 (2024)
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
Evaluation of Resampling Techniques to Provide Better Synthesized Input Data to Super-Resolution Deep Learning Model Training. IGARSS (2023)
Gustavo C. Almeida, Daniel C. Zanotta, Tainá T. Guimarães, Ademir Marques Jr., Rodrigo S. Horodyski, Luiz Gonzaga, Maurício Roberto Veronez, Vinícius C. Souza
Immersive Paleontological Experience Through Virtual and Augmented Reality Representation. IGARSS (2023)
Diego Brum, Vinicius Francisco Rofatto, Leonardo Scalco, Rafaela De Oliveira Pena, Luiz Gonzaga, Daniel C. Zanotta, Luiz Fernando Sapucci, Maurício Roberto Veronez
Modeling Of Mean Tropospheric Temperature From Convolutional Neural Networks. IGARSS (2023)
Rafael Kenji Horota, Pedro Rossa, Ademir Marques Jr., Luiz Gonzaga, Kim Senger, Caroline Lessio Cazarin, André Luiz Durante Spigolon, Maurício Roberto Veronez
An Immersive Virtual Field Experience Structuring Method for Geoscience Education. IEEE Trans. Learn. Technol. 16 (1) (2023)
Graciela Eliane dos Reis Racolte, Ademir Marques Jr., Vinícius Ferreira Sales, Daniel Capella Zanotta, Delano Menecucci Ibanez, Maurício Roberto Veronez, Luiz Gonzaga
Clustering Fracture Data in 3D Outcrop Models with Hierarchical Agglomerative Clustering and Fisher Statistics. IGARSS (2023)
Daniel C. Zanotta, Vinícius Sales, Ademir Marques Jr., André Luiz Durante Spigolon, Luiz Gonzaga, Maurício Roberto Veronez
Assisted Multi-Frame Approach for Super-Resolution in UAV Photogrammetric Images. IGARSS (2023)
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
An assisted multi-frame approach for super-resolution in hyperspectral images of rock samples. Comput. Geosci. 181 (2023)
Daniel Capella Zanotta, Ademir Marques Jr., Vinícius Sales, Graciela Eliane dos Reis Racolte, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
A Geometric Approach for Hyperspectral and 3D Point Cloud Integration in Natural Scenes. IGARSS (2022)
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
Interactive Fracture Segmentation Based on Optimum Connectivity Between Superpixels. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Tainá T. Guimarães, Lucas S. Kupssinskü, Milena B. Cardoso, Leonardo Bachi, Alysson Soares Aires, Emilie C. Koste, André Luiz Durante Spigolon, Luiz Gonzaga, Maurício Veronez
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. 15 (2022)
Graciela Eliane dos Reis Racolte, Ademir Marques Jr., Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
ADAPTED ELBOW METHOD FOR SPHERICAL CLUSTERING OF FRACTURE DATA FROM DIGITAL OUTCROP MODEL. IGARSS (2022)
Graciela Eliane dos Reis Racolte, Ademir Marques Junior, Leonardo Scalco, Leandro Tonietto, Daniel Capella Zanotta, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
Spherical K-Means and Elbow Method Optimizations With Fisher Statistics for 3D Stochastic DFN From Virtual Outcrop Models. IEEE Access 10 (2022)
Alysson Soares Aires, Ademir Marques Junior, Daniel Capella Zanotta, André Luiz Durante Spigolon, Maurício Roberto Veronez, Luiz Gonzaga
Digital Outcrop Model Generation from Hybrid UAV and Panoramic Imaging Systems. Remote. Sens. 14 (16) (2022)
Ademir Marques Jr., Graciela Eliane dos Reis Racolte, Vinícius Ferreira Sales, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
DC-GAN for Fracture Data Generation Based on Segmented Outcrop Images Acquired from UAV. IGARSS (2022)
Ademir Marques Junior, Graciela Eliane dos Reis Racolte, Daniel C. Zanotta, Eniuce Menezes De Souza, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
Adaptive Segmentation for Discontinuity Detection on Karstified Carbonate Outcrop Images From UAV-SfM Acquisition and Detection Bias Analysis. IEEE Access 10 (2022)
Milena De Barcelos Cardoso, Leonardo Bachi, Alysson Soares Aires, Tainá Thomassim Guimarães, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
Lithofacies Analysis from Digital Outcrop Models. IGARSS (2022)
Italos Estilon de Souza, Caroline Lessio Cazarin, Maurício Roberto Veronez, Luiz Gonzaga, Alexandre Xavier Falcão
User-Guided Data Expansion Modeling to Train Deep Neural Networks With Little Supervision. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Vinícius Sales, Graciela Eliane dos Reis Racolte, Ademir Marques Jr., Daniel Capella Zanotta, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
Analysis of Machine Learning Techniques for Carbonate Outcrop Image Classification in Landsat 8 Satellite Data. IGARSS (2022)
Diego Brum, Vinicius Francisco Rofatto, Luiz Gonzaga, Rafaela De Oliveira Pena, Luiz Fernando Sapucci, Maurício Roberto Veronez
Mean Tropospheric Temperature Estimation Using Deep Learning and Ensemble Methods. IGARSS (2022)
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
Deep Learning Application for Fracture Segmentation Over Outcrop Images from UAV-Based Digital Photogrammetry. IGARSS (2021)
Lucas Silveira Kupssinskü, Tainá Thomassim Guimarães, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
Vizspectraldata: a WEB-Based Application for Hyperspectral Data Visualization. IGARSS (2021)
Tainá Thomassim Guimarães, Lucas Silveira Kupssinskü, Daniel Capella Zanotta, João Gabriel Motta, André Luiz Durante Spigolon, Luiz Gonzaga, Maurício Roberto Veronez
Kerogen Type Classification in Hydrocarbon Source Rocks Using Hyperspectral Data and Machine Learning. IGARSS (2021)
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 Thomassin Guimarães, Vinícius Sales, Caroline Lessio Cazarin, Luiz Gonzaga, Maurício Roberto Veronez
A Multi-Looking Approach for Spatial Super-Resolution on Laboratory-Based Hyperspectral Images. IGARSS (2021)
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
Mosis Lab Hyperspectral - Visualization and Correlation of Hyperspectral Data on Immersive Virtual Reality. IGARSS (2021)
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
Time Series Photogrammetric Processing Workflow for Wave-Washed Areas. IGARSS (2021)
Marianne Müller, V. F. 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
A Quantitative Analysis on Different Carbonate Indicators Based on Spaceborne Data in a Controlled Karst Area. IGARSS (2020)
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
Improving spatial resolution of LANDSAT spectral bands from a single RGB image using artificial neural network. ICST (2019)