AI4EPS / DeepDenoiser
DeepDenoiser: Seismic Signal Denoising and Decomposition Using Deep Neural Networks
☆186Updated last year
Related projects ⓘ
Alternatives and complementary repositories for DeepDenoiser
- 微震拾取模型☆10Updated 2 years ago
- Deep Denoising Autoencoder for Seismic Random Noise Attenuation☆27Updated 3 years ago
- This repository contains MATLAB scripts and sample seismic data for appying seismid denoising proposed in: "Hybrid Seismic Denoising Usin…☆38Updated 2 years ago
- Tools to denoise the seismic signal☆23Updated last year
- Using convolutional autoencoders to remove random noise from seismic data.☆16Updated 3 years ago
- Code to reproduce "Separation and denoising of seismically-induced signals with dual-path recurrent neural network architecture" paper 20…☆28Updated 3 years ago
- Matlab research tools to read, write and process seismic data☆77Updated last year
- PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method☆274Updated 2 weeks ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆174Updated 2 years ago
- dataset of CNN and U-net for earthquake classification and phase picking☆21Updated 4 years ago
- A Python module to train and apply a denoising autoencoder to seismological data☆19Updated 9 months ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆65Updated 2 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆54Updated last week
- ☆15Updated last year
- 基于UNet、PatchGan网络的地震叠加数据去噪方法-tensorflow、Pytorch实现☆17Updated 2 years ago
- Ambient-Noise Seismology Package☆175Updated this week
- Seismic data reconstruction is an important research direction in the field of seismic signal analysis. The complete seismic data can be …☆18Updated 6 years ago
- SeisBench - A toolbox for machine learning in seismology☆283Updated 2 weeks ago
- Interpolation of seismic data through Deep Priors☆34Updated last year
- A python toolbox for generating seismic training samples, integrated with pytorch☆57Updated 5 years ago
- ☆31Updated 2 years ago
- Seismic attributes calculation in matlab☆10Updated 4 years ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆22Updated 2 years ago
- Contains codes for our paper titled ''Joint Learning for Spatial Context-based Seismic Inversion of Multiple Datasets for Improved Genera…☆10Updated 3 years ago
- 3D Fault Segmentation by U-Net☆43Updated 4 years ago
- Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data …☆46Updated 3 years ago
- Seismic Data Reconstruction Using U-Net☆14Updated 2 years ago
- Seismic data processing with ML and deep learning☆53Updated 5 years ago
- Convolutional neural network for seismic impedance inversion☆67Updated 5 years ago
- ☆48Updated last month