shuli-sp Goto Github PK

cnnm

matlab code for tensor-valued time series forecasting and completion

desyre

Code for the deep synthesis regularization paper.

dl-cv

embeddingnorm

fastfwi

Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm

fwi

RTM

fwi-using-temporal-fourth-fd-modelling

These codes are used to complete elastic full waveform inversion using temporal fourth-order FD modelling. In order to accelete the algorith, GPU-based versions are privided here. What's more, the GPU shared memory is used in block level and the efficiency improvement is about 10%~15% on GTX 750ti, where efficiency improvement is dependent on the length of FD orders.

gan_for_gradient_based_inv

Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem

ista-net-pytorch

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (PyTorch Code)

ista-netpp

ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing, ICME2021 [PyTorch Code]

lbcnnm

libadmm

A Library of ADMM for Sparse and Low-rank Optimization

nbd-glra

Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation

pnp-cassi

Python(pytorch) code for the paper: Siming Zheng, Yang Liu, Ziyi Meng, Mu Qiao, Zhishen Tong, Xiaoyu Yang, Shensheng Han, and Xin Yuan, "Deep plug-and-play priors for spectral snapshot compressive imaging," Photon. Res. 9, B18-B29 (2021)

pnp-sci

Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)

pytorchdeeplearing

Meidcal Image Segmentation Pytorch Version

reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

sci-tensor-fista-net

selfdeblur

Neural Blind Deconvolution Using Deep Priors (CVPR 2020)

senet

Squeeze-and-Excitation Networks

sfarl

Simultaneous Fidelity and Regularization Learning for Image Restoration (TPAMI 2019)

sganinv

Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks

sscdensenet

刘启超, 肖亮, 刘芳, 徐金环. SSCDenseNet:一种空-谱卷积稠密网络的高光谱图像分类算法[J]. 电子学报, 2020, 48(4): 751-762. LIU Qi-chao, XIAO Liang, LIU Fang, XU Jin-huan. SSCDenseNet:A Spectral-Spatial Convolutional Dense Network for Hyperspectral Image Classification. Acta Electronica Sinica, 2020, 48(4): 751-762.

tle_fwi

Seismic data full waveform inversion tutorial.

vae_mcmc

Inversion with a VAE-based low-dimensional parameterization for complex geologic priors (Python 2.7)

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS