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awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

cdrl

:earth_asia:Official PyTorch implementation of "Unsupervised Change Detection Based on Image Reconstruction Loss", CVPRW 2022.

change-detection-autoencoder

Unsupervised change detection in VHR images with convolutional autoencoder

change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

changechip

corrfusionnet

[TIP 2020] Multi-Temporal Scene Classification and Scene Change Detection with Correlation based Fusion

dcvavhroptical

Deep Change Vector Analysis

dsmscn

[MultiTemp 2019] Tensorflow implementation for Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Neural Networks.

fcn-cd-pytorch

Training code for https://github.com/rcdaudt/fully_convolutional_change_detection

heterogeneous_cd

This repository contains the software developed for the project of Heterogeneous Change Detection in Remote Sensing Images.

iaug_cdnet

Official Pytorch Implementation of Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images.

image-feature-extraction-and-matching-

Image Feature detection using SIFT , SURF. Feature matching and performance evaluation with change in Rotation and Scale of image.

lamboisenet

Master thesis about change detection in satellite imagery using Deep Learning

object-detection-using-sift-and-surf-

remote_sensing_change_detection

an unoffice reimpliment for main remote sensing change detection network. including CDNet FC-EF FC-EF-conc FC-EF-diff FC-EF-Res FCN-PP UNet_ASPP UNet++ and some work of main

sar_cd_dcnet

Code is for our paper "Change Detection from Synthetic Aperture Radar Images Based on Channel Weighting-Based Deep Cascade Network".

semicd

Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images

senseearth2020-changedetection

1st place solution to the Satellite Image Change Detection Challenge hosted by SenseTime

sift

Object detection using SIFT feature matching and then extraction using warp

sift-detection-and-rotation

This is a simple python program. You will be able to detect objects and rotate the image so that the detected object is horizontal.

sift_detector

object detection using SIFT detector in opencv

siftobjectdetection

sift object detection demo

svm_detection

a program which use sift or lbp conbine with svm to do object detection

transcd

A Transformer-based model for scene change detection

uav-object-detection-without-deep-learning

Approaching Object detection performed using SIFT feature detection , feature matching and plotting convex hull and finding ratio of areas of that convex hull.

unsupervised-change-detection-in-satellite-images-using-convolutional-neural-networks

unsupervised-remote-sensing-change-detection

yue