Change Detection Dataset

Citation Author(s):
M. A.
Lebedev
Submitted by:
Jianzhi Yu
Last updated:
Fri, 01/20/2023 - 18:53
DOI:
10.21227/gg9z-0802
Research Article Link:
CHANGE DETECTION IN REMOTE SENSING IMAGES USING CONDITIONAL ADVERSARIAL NETWORKS
License:
Creative Commons Attribution
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Categories:
Computer Vision
Remote Sensing
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Abstract 

 

 As a common dataset for change detection, its image can be divided into three parts: the image before the change, the image after the change, and the label image showing the changed area. This dataset is characterized by significant seasonal differences between bi-temporal image pairs, which makes up for some of the deficiencies in existing datasets. The labels for this dataset include some irregular changes, such as the appearance and disappearance of cars; but do not include seasonal changes, such as changes in the ground surface caused by snowfall.

Instructions: 

This dataset contains 11 pairs of multispectral images obtained by Google Earth, including 7 pairs of 4725 × 2200 pixel very high resolution (VHR) seasonal variation images and 4 pairs of 1900 × 1000 pixel images, Image resolutions vary from 3 cm to 100 cm per pixel. The authors of the dataset cropped and randomly rotated these images, resulting in 1600 bi-temporal image pairs, where each image was a 256 × 256 pixel 3-channel remote sensing image. The ratio of training set, validation set, and test set is 10:3:3.

Comments

Hello, I need dataset for my thesis research. it would be grateful if you would provide me dataset.

Submitted by Aasma Aas Muhammad on Sat, 01/21/2023 - 23:10

Hi, I'm trying to incorporate SimCLR architecture to detect changes. I would like to use this dataset. Can you please grant me the access? thanks

Submitted by Sk Rabby on Thu, 04/13/2023 - 16:56

HI I need dataset for my thesis research can you please help me?thanks

Submitted by HADJER BENAZIZ on Thu, 06/15/2023 - 15:36

Hi I need a dataset for my project. Please help me with this. thanks.

Submitted by Yogesh Pant on Thu, 11/30/2023 - 06:13

Hi I need a dataset for thesis research. Please help me with this. thanks.

Submitted by Mohsen Forouzandeh on Sat, 02/03/2024 - 01:50

Dataset Files

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