A block-based method for the remote sensing images cloud detection and removal

V. Voronin; N. Gapon; E. Semenishchev; A. Zelensky; S. Agaian

doi:10.1117/12.2588691

12 April 2021 A block-based method for the remote sensing images cloud detection and removal

V. Voronin, N. Gapon, E. Semenishchev, A. Zelensky, S. Agaian

Proceedings Volume 11734, Multimodal Image Exploitation and Learning 2021; 117340K (2021) https://doi.org/10.1117/12.2588691
Event: SPIE Defense + Commercial Sensing, 2021, Online Only

Conference Poster

Abstract

This paper aims to effectively detect and remove clouds on remote sensing (RS) images. The proposed algorithm has a two-stage procedure: (a) an efficient cloud detection algorithm and (b) an efficient inpainting algorithm for image reconstruction. We introduce an inpainting method to recover the images with cloud occlusion from the remote sensing image's surfaces using block-matching. The proposed approach has been evaluated on the remote sensing RGB image dataset with various aerial sceneries. Compared with traditional inpainting methods, both qualitative and quantitative results show that our approach has advantages over state-of-the-art methods.

Citation Download Citation

V. Voronin, N. Gapon, E. Semenishchev, A. Zelensky, and S. Agaian "A block-based method for the remote sensing images cloud detection and removal", Proc. SPIE 11734, Multimodal Image Exploitation and Learning 2021, 117340K (12 April 2021); https://doi.org/10.1117/12.2588691

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