CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 13510 > Article
Paper
5 February 2025 A comprehensive study of the impact of missing pixel patterns on restoration performance in missing pixel restoration models
Kiyotaka Komoku, Jun Furuta, Nobuyuki Itoh
Author Affiliations +
Proceedings Volume 13510, International Workshop on Advanced Imaging Technology (IWAIT) 2025; 135101P (2025) https://doi.org/10.1117/12.3058038
Event: International Workshop on Advanced Imaging Technology (IWAIT) 2025, 2025, Douliu City, Taiwan
Abstract
This paper describes the restoration performance of neural network models for the 'missing pixel restoration method' used in lightweight compression codecs. In this method, pixels in video frames are selectively removed during transmission and restored using a neural network model. We evaluate the restoration performance based on 2×2-pixel missing patterns and various missing rates from 1/12 to 11/12. The results indicate a significant decline in restoration performance when the missing rate exceeds 6/12.
(2025) Published by SPIE. Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Kiyotaka Komoku, Jun Furuta, and Nobuyuki Itoh "A comprehensive study of the impact of missing pixel patterns on restoration performance in missing pixel restoration models", Proc. SPIE 13510, International Workshop on Advanced Imaging Technology (IWAIT) 2025, 135101P (5 February 2025); https://doi.org/10.1117/12.3058038
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
Neural networks
Video compression
Video
Image restoration
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top