CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 12782 > Article
Paper
9 August 2023 Sparse signal recovery for multispectral demosaicking using pseudo-panchromatic image
Ronghao Liao, Shifu Zhou, Guangyuan Wu
Author Affiliations +
Proceedings Volume 12782, Third International Conference on Image Processing and Intelligent Control (IPIC 2023); 127820H (2023) https://doi.org/10.1117/12.3000913
Event: Third International Conference on Image Processing and Intelligent Control (IPIC 2023), 2023, Kuala Lumpur, Malaysia
Abstract
Single-sensor multispectral imaging technology has been widely used in computer vision, mechanical diagnosis, cultural history protection and other industries due to its convenience and low cost. Single-sensor multispectral imaging can only generate a single mosaic image, so an efficient method is needed to convert mosaic images into multispectral images. Based on the concept of pseudo-panchromatic image, a 9-band multispectral imaging system is designed in this paper. We directly estimate the pseudo-panchromatic image from the mosaic image and use the correlation between the pseudo panchromatic image and each channel to generate a multispectral image by guided filtering and residual interpolation. The experimental results show that the multispectral images obtained by our method are superior to the other two methods in objective and subjective evaluation.
(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Ronghao Liao, Shifu Zhou, and Guangyuan Wu "Sparse signal recovery for multispectral demosaicking using pseudo-panchromatic image", Proc. SPIE 12782, Third International Conference on Image Processing and Intelligent Control (IPIC 2023), 127820H (9 August 2023); https://doi.org/10.1117/12.3000913
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
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
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Multispectral imaging
Image filtering
Tunable filters
Image analysis
Image processing
Imaging systems
Interpolation
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top