Houcai Guo (HoucaiGuo)

HoucaiGuo

Geek Repo

Company:University of Trento

Location:Trento, Italy

Home Page:houcaiguo.github.io

Twitter:@naivechild_ghc

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Houcai Guo's starred repositories

segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

Language:PythonLicense:MITStargazers:3017Issues:59Issues:133

earthengine-py-notebooks

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

Language:Jupyter NotebookLicense:MITStargazers:1374Issues:96Issues:9

scikit-learn-intelex

Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

Language:PythonLicense:Apache-2.0Stargazers:1218Issues:29Issues:238

kneed

Knee point detection in Python :chart_with_upwards_trend:

Language:PythonLicense:BSD-3-ClauseStargazers:729Issues:10Issues:60

mpl-scatter-density

:zap: Fast scatter density plots for Matplotlib :zap:

Language:PythonLicense:BSD-2-ClauseStargazers:499Issues:14Issues:28

eemont

A python package that extends Google Earth Engine.

Language:PythonLicense:MITStargazers:417Issues:14Issues:74

DSen2

Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:231Issues:9Issues:34

patchify.py

A library that helps you split image into small, overlappable patches, and merge patches into original image.

Language:PythonLicense:MITStargazers:211Issues:3Issues:18

Fmask

The software called Fmask (Function of mask) is used for automated clouds, cloud shadows, and snow masking for Landsats 4-8 and Sentinel 2 images.

Language:MATLABLicense:MITStargazers:170Issues:18Issues:33

cubo

On-Demand Earth System Data Cubes (ESDCs) in Python

Language:PythonLicense:MITStargazers:165Issues:5Issues:12

dsen2-cr

DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.

Language:PythonLicense:GPL-3.0Stargazers:137Issues:2Issues:26

ChangeDetectionPCAKmeans

MATLAB implementation for Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k-Means Clustering.

Language:MATLABLicense:MITStargazers:77Issues:4Issues:0

PSTCR

Q. Zhang, Q. Yuan, J. Li, Z. Li, H. Shen, and L. Zhang, "Thick Cloud and Cloud Shadow Removal in Multitemporal Images using Progressively Spatio-Temporal Patch Group Learning", ISPRS Journal, 2020.

python-guided-filter

Numpy/Scipy implementation of the (fast) Guided Filter

Language:PythonStargazers:59Issues:4Issues:0

MCTK

The MODIS Conversion Toolkit plugin for ENVI

OpenSICDR

Open Satellite Image Cloud Detection Resources (Datasets and Tools)

cuESTARFM

cuESTARFM is a GPU-enabled enhanced Spatial and Temporal Adaptive Reflectance Fusion Model (ESTARFM)

Language:CudaLicense:GPL-3.0Stargazers:53Issues:8Issues:10

spams-python

A rehost of the python version of SPArse Modeling Software (SPAMS)

Language:C++License:GPL-3.0Stargazers:39Issues:4Issues:15

cuFSDAF

cuFSDAF is an enhanced FSDAF algorithm parallelized using GPUs. In cuFSDAF, the TPS interpolator is replaced by a modified Inverse Distance Weighted (IDW) interpolator. Besides, computationally intensive procedures are parallelized using the Compute Unified Device Architecture (CUDA), a parallel computing framework for GPUs. Moreover, an adaptive domain-decomposition method is developed to adjust the size of sub-domains according to hardware properties adaptively and ensure the accuracy at the edges of sub-domains.

Language:C++License:GPL-3.0Stargazers:32Issues:4Issues:6

VSDF

Code for VSDF: A variation-based spatiotemporal data fusion method

Language:PythonLicense:Apache-2.0Stargazers:12Issues:1Issues:0

Agri-Fuse

A novel spatiotemporal fusion method: Agri-Fuse

Language:MATLABStargazers:9Issues:1Issues:0

SSLI

Reconstructing seamless harmonized Landsat Sentinel-2 (HLS) time series using self-supervised learning

Language:Jupyter NotebookLicense:MITStargazers:9Issues:1Issues:0

pyDtwSat

Dynamic Time Warping andTime-Weighted Dynamic Time Warping (TWDTW) for satellite image time series analysis.

Language:PythonLicense:Apache-2.0Stargazers:7Issues:1Issues:1

ROBOT

Code release for ROBOT (a ROBust and OpTimization-based spatiotemporal data fusion model)

Language:PythonLicense:GPL-3.0Stargazers:7Issues:1Issues:0

FSDAF2_GUI

The program of FSDAF 2.0.

Hybrid-FusionNet

A Hybrid Feature Fusion Framework for Multi-Source High-Resolution Remote Sensing Image Classification

PhDnet

The source code and pre-trained models of PhDnet

Language:MATLABStargazers:2Issues:1Issues:0

IC_CSC-Information-Reconstruction

Missing Information Reconstruction Integrating Isophote Constraint and Color- Structure Control for Remote Sensing Data

Language:MATLABStargazers:2Issues:1Issues:0