2 citations · 3 across the 4 of their papers we have counts for
4 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…
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…
Improving Memory Hierarchy Utilisation for Stencil Computations on Multicore Machines
Alexandre Sena, Aline Nascimento, Cristina Boeres +2
Although modern supercomputers are composed of multicore machines, one can find scientists that still execute their legacy applications which were developed to monocore cluster whe…