Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network

no code implementations • 7 May 2020 • Antonio José G. Busson, Sérgio Colcher, Ruy Luiz Milidiú, Bruno Pereira Dias, André Bulcão

Herein, we describe the following: (1) the construction of a real-world dataset of seismic noise localization based on 6, 500 seismograms; (2) a multi-scale feature-fusion-based detector that uses the MobileNet combined with the Feature Pyramid Net as the backbone; and (3) the Single Shot multi-box detector for box classification/regression.

A Deep Convolutional Network for Seismic Shot-Gather Image Quality Classification

no code implementations • 3 Dec 2019 • Eduardo Betine Bucker, Antonio José Grandson Busson, Ruy Luiz Milidiú, Sérgio Colcher, Bruno Pereira Dias, André Bulcão

Deep Learning-based models such as Convolutional Neural Networks, have led to significant advancements in several areas of computing applications.

General Classification Geophysics