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Resumos expandidos SBGf







Exibindo 21 resumos na sessão MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE.




Selecionar página:

A residual dictionary learning method for footprint removal from seismic data

Julián L. Gómez (UNLP, CONICET) and Danilo R. Velis (UNLP, CONICET)

DOI: 10.22564/16cisbgf2019.015

An analysis of the impact of Virtual Machines allocation on the cloud - The case of Full Waveform Inversion on Amazon Web Services

Willian Massahiro Hayashida (CEPETRO/UNICAMP), Alexandre Camargo (CEPETRO/UNICAMP), Charles B. Rodamilans (CEPETRO/UNICAMP), Tiago A. Coimbra (CEPETRO/UNICAMP), Jose Ribeiro (CEPETRO/UNICAMP), Caian Benedicto ´ (CEPETRO/UNICAMP), Martin Tygel (CCES/CEPID and CEPETRO/UNICAMP), and Edson Borin (CEPETRO/UNICAMP and IC/UNICAMP)

DOI: 10.22564/16cisbgf2019.029

Automatic detection of diffraction-apex using fully convolutional networks

Thamiris Coellho (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Lucas de M. Araujo (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Tiago A. Coimbra (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil), Martin Tygel (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil), Sandra Avila (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Edson Borin (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil)

DOI: 10.22564/16cisbgf2019.066

Common Reflection Surface using Particle Swarm Optimization on Graphical Processing Unit Devices

Gabriel Araujo, Felipe Amorim, Luiz Popoff, Pedro Caceres, Wander Amorim, (Central de Imageamento Geofisico (CImaGeo), Natal, Rio Grande do Norte, Brazil)

DOI: 10.22564/16cisbgf2019.084

Data readiness and standardization for data analytics studies

Cesar Velasquez, Ivan Olea, Charles Cheung, Russell Roundtree

DOI: 10.22564/16cisbgf2019.207

Deep Learning application for spectral emissivity targets recognition

Maria Luján Iglesias (Federal University of Rio Grande do Sul (UFRGS) - State Research Center for Remote Sensing and Meteorology), Pâmela Suélen Käfer (Federal University of Rio Grande do Sul (UFRGS) - State Research Center for Remote Sensing and Meteorology), Silvia Beatriz Alves Rolim (Federal University of Rio Grande do Sul (UFRGS) - State Research Center for Remote Sensing and Meteorology), Gabriel Prates Hallal (Federal University of Rio Grande do Sul (UFRGS) - State Research Center for Remote Sensing and Meteorology), Jean Marcel de Almeida Espinoza (Federal Institute of Rio Grande do sul (IFRS) – Campus Rio Grande)

DOI: 10.22564/16cisbgf2019.208

Deep Learning for Grain Size and Porosity Distributions Estimation on micro-CT Images

Fernando Bordignon (LTrace Geophysical Solutions), Leandro Passos de Figueiredo (LTrace Geophysical Solutions), Rodrigo Exterkoetter (LTrace Geophysical Solutions), Bruno Barbosa Rodrigues (PETROBRAS), Maury Duarte (PETROBRAS)

DOI: 10.22564/16cisbgf2019.209

Development of a Multi-attribute Convolutional Neural Network to Seismic Facies Classification

Igor B. Oliveira, Igor Braga, João Puga, Anderson Franco, Luciano Pereira and Geovane Ouverney, (Invision Geophysics)

DOI: 10.22564/16cisbgf2019.210

Enriching synthetic data with real noise using Neural Style Transfer

Naomi Takemoto (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) ( Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Lucas de M. Araujo (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Tiago A. Coimbra (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil), Martin Tygel (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Sandra Avila (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Edson Borin (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil)

DOI: 10.22564/16cisbgf2019.211

Estimating Initial Velocity Models for the FWI Using Deep Learning

Luan Campos (SENAI CIMATEC Supercomputing Center for Industrial Innovation), Peterson Nogueira (SENAI CIMATEC Supercomputing Center for Industrial Innovation) (UFBA/INCT-GP), Erick Nascimento (SENAI CIMATEC Supercomputing Center for Industrial Innovation) (SENAI CIMATEC Researcher/Post-Graduate Program)

DOI: 10.22564/16cisbgf2019.212

Resumos expandidos SBGf






Exibindo 21 resumos na sessão MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE.




Selecionar página:

A residual dictionary learning method for footprint removal from seismic data

Julián L. Gómez (UNLP, CONICET) and Danilo R. Velis (UNLP, CONICET)

DOI: 10.22564/16cisbgf2019.015

An analysis of the impact of Virtual Machines allocation on the cloud - The case of Full Waveform Inversion on Amazon Web Services

Willian Massahiro Hayashida (CEPETRO/UNICAMP), Alexandre Camargo (CEPETRO/UNICAMP), Charles B. Rodamilans (CEPETRO/UNICAMP), Tiago A. Coimbra (CEPETRO/UNICAMP), Jose Ribeiro (CEPETRO/UNICAMP), Caian Benedicto ´ (CEPETRO/UNICAMP), Martin Tygel (CCES/CEPID and CEPETRO/UNICAMP), and Edson Borin (CEPETRO/UNICAMP and IC/UNICAMP)

DOI: 10.22564/16cisbgf2019.029

Automatic detection of diffraction-apex using fully convolutional networks

Thamiris Coellho (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Lucas de M. Araujo (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Tiago A. Coimbra (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil), Martin Tygel (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil), Sandra Avila (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Edson Borin (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil)

DOI: 10.22564/16cisbgf2019.066

Common Reflection Surface using Particle Swarm Optimization on Graphical Processing Unit Devices

Gabriel Araujo, Felipe Amorim, Luiz Popoff, Pedro Caceres, Wander Amorim, (Central de Imageamento Geofisico (CImaGeo), Natal, Rio Grande do Norte, Brazil)

DOI: 10.22564/16cisbgf2019.084

Data readiness and standardization for data analytics studies

Cesar Velasquez, Ivan Olea, Charles Cheung, Russell Roundtree

DOI: 10.22564/16cisbgf2019.207

Deep Learning application for spectral emissivity targets recognition

Maria Luján Iglesias (Federal University of Rio Grande do Sul (UFRGS) - State Research Center for Remote Sensing and Meteorology), Pâmela Suélen Käfer (Federal University of Rio Grande do Sul (UFRGS) - State Research Center for Remote Sensing and Meteorology), Silvia Beatriz Alves Rolim (Federal University of Rio Grande do Sul (UFRGS) - State Research Center for Remote Sensing and Meteorology), Gabriel Prates Hallal (Federal University of Rio Grande do Sul (UFRGS) - State Research Center for Remote Sensing and Meteorology), Jean Marcel de Almeida Espinoza (Federal Institute of Rio Grande do sul (IFRS) – Campus Rio Grande)

DOI: 10.22564/16cisbgf2019.208

Deep Learning for Grain Size and Porosity Distributions Estimation on micro-CT Images

Fernando Bordignon (LTrace Geophysical Solutions), Leandro Passos de Figueiredo (LTrace Geophysical Solutions), Rodrigo Exterkoetter (LTrace Geophysical Solutions), Bruno Barbosa Rodrigues (PETROBRAS), Maury Duarte (PETROBRAS)

DOI: 10.22564/16cisbgf2019.209

Development of a Multi-attribute Convolutional Neural Network to Seismic Facies Classification

Igor B. Oliveira, Igor Braga, João Puga, Anderson Franco, Luciano Pereira and Geovane Ouverney, (Invision Geophysics)

DOI: 10.22564/16cisbgf2019.210

Enriching synthetic data with real noise using Neural Style Transfer

Naomi Takemoto (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) ( Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Lucas de M. Araujo (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Tiago A. Coimbra (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil), Martin Tygel (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Sandra Avila (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil), Edson Borin (Center for Petroleum Studies (CEPETRO), University of Campinas (Unicamp), Brazil) (Institute of Computing (IC), University of Campinas (Unicamp), Brazil)

DOI: 10.22564/16cisbgf2019.211

Estimating Initial Velocity Models for the FWI Using Deep Learning

Luan Campos (SENAI CIMATEC Supercomputing Center for Industrial Innovation), Peterson Nogueira (SENAI CIMATEC Supercomputing Center for Industrial Innovation) (UFBA/INCT-GP), Erick Nascimento (SENAI CIMATEC Supercomputing Center for Industrial Innovation) (SENAI CIMATEC Researcher/Post-Graduate Program)

DOI: 10.22564/16cisbgf2019.212