2 citations · 2 across the 4 of their papers we have counts for
5 papers
Generating Data Augmentation samples for Semantic Segmentation of Salt Bodies in a Synthetic Seismic Image Dataset
Luis Felipe Henriques, Sérgio Colcher, Ruy Luiz Milidiú +2
Nowadays, subsurface salt body localization and delineation, also called semantic segmentation of salt bodies, are among the most challenging geophysicist tasks. Thus, identifying…
Prior Flow Variational Autoencoder: A density estimation model for Non-Intrusive Load Monitoring
Luis Felipe M. O. Henriques, Eduardo Morgan, Sergio Colcher +1
Non-Intrusive Load Monitoring (NILM) is a computational technique to estimate the power loads' appliance-by-appliance from the whole consumption measured by a single meter. In this…
Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network
Antonio José G. Busson, Sérgio Colcher, Ruy Luiz Milidiú +2
Deep learning-based models, such as convolutional neural networks, have advanced various segments of computer vision. However, this technology is rarely applied to seismic shot gat…
A Deep Convolutional Network for Seismic Shot-Gather Image Quality Classification
Eduardo Betine Bucker, Antonio José Grandson Busson, Ruy Luiz Milidiú +3
Deep Learning-based models such as Convolutional Neural Networks, have led to significant advancements in several areas of computing applications. Seismogram quality assurance is a…
Cumulative Sum Ranking
Ruy Luiz Milidiú, Rafael Henrique Santos Rocha
The goal of Ordinal Regression is to find a rule that ranks items from a given set. Several learning algorithms to solve this prediction problem build an ensemble of binary classif…