YaXuan Xing's repositories
SatViT
Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!
hypelcnn
A Deep Learning Classification Framework with Spectral and Spatial Feature Fusion Layers for Hyperspectral and Lidar Sensor Data
DTCDN
A deep translation (GAN) based change detection network for optical and SAR remote sensing images
Stabilized-HiDe-MK
Stabilized Hierarchical DNN with multiple knockoffs
SOLC
Remote Sensing Sar-Optical Land-use Classfication Pytorch Pytorch高分辨率遥感语义分割/地物分割/地物分类
sar-image
some codes about gf3 sar image.
ALOS2_AGB
This notebook demonstrates the use of time-series L-band SAR backscatter from ALOS-2 data for extraction of forest above-ground biomass using a modified 3-parameter Water Cloud Model.
TAFFN
This is an implementation for "Triplet Attention Feature Fusion Network for SAR and Optical Image Land Cover Classification".
SAROptGAN-Satellite-Imagry-Cloud-Removal-by-Implement-GAN-Model-Radar-SAR-and-Multispectral-Data
This notebook is a set tools that can implement cloud removal in multispectral data by fusion with Radar SAR data
salesforecasting
Utilize 2 machine learning models (eXtreme Gradient Boosting and Support Vector Regression) to improve forecast results of 2 traditional methods (Holt’s Exponential Smoothing and Winter’s Exponential Smoothing), and 102 furniture items of a major retailer in Taiwan are applied to the proposed model and the average accuracy (sMAPE) of the best result achieves 93.77%. Additionally, compared to pure Exponential Smoothing models, forecast errors (sMAPE) of the proposed model decreases 46.47% (from 11.64% to 6.23%).
EEwPython
A series of Jupyter notebook to learn Google Earth Engine with Python
SAR-GGCS
Code for reproducing most of the results in the paper[A Generalized Gaussian Coherent Scatterer Model for Correlated SAR Texture]
polsarpro
A mirror of the Linux version of PolSARPro