Adaptive change detection in Hawk-Eye bi-temporal images

Yue Li; Dayong Ren; Zhenhong Jia; Sengseng Song; Jiajia Wang; Gang Zhou

doi:10.1117/12.3035299

19 July 2024 Adaptive change detection in Hawk-Eye bi-temporal images

Yue Li, Dayong Ren, Zhenhong Jia, Sengseng Song, Jiajia Wang, Gang Zhou

Proceedings Volume 13213, International Conference on Image Processing and Artificial Intelligence (ICIPAl 2024); 132130L (2024) https://doi.org/10.1117/12.3035299
Event: International Conference on Image Processing and Artificial Intelligence (ICIPAl2024), 2024, Suzhou, China

Abstract

In the domain of remote sensing, Change Detection (CD) from bi-temporal images is crucial. Images from Hawk-Eye platforms provide an adjunct to traditional remote sensing data, but introduce significant challenges, especially under low-illumination and wide field-of-view conditions. These issues include complex noise and minute change regions, making the direct application of conventional CD techniques largely ineffective. To address this, we propose a dedicated plug-and-play module for CD on Hawk-Eye platforms. This innovative module integrates a Dark Channel Enhancement Module (DCE) to improve brightness with a Scale-decoupled Fine-slicing Module (SF) for detailed change region detection. Thorough evaluations on real images from Hawk-Eye platforms demonstrate the module's effectiveness in adapting existing CD methods.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Yue Li, Dayong Ren, Zhenhong Jia, Sengseng Song, Jiajia Wang, and Gang Zhou "Adaptive change detection in Hawk-Eye bi-temporal images", Proc. SPIE 13213, International Conference on Image Processing and Artificial Intelligence (ICIPAl 2024), 132130L (19 July 2024); https://doi.org/10.1117/12.3035299

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
6 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Image fusion

Remote sensing

Denoising

Digital filtering

Image filtering

Gaussian filters

Image enhancement

Show All Keywords

Keywords/Phrases

Search In:

Publication Years