Title
Detection methods for blocking artefacts in transform coded images
Abstract
In block discrete cosine transform-based image compression, the blocking artefacts are the main cause of degradation, especially at higher compression ratio. It is of interest to be able to numerically assess the degree of blocking artefacts as it plays an important role in the design, optimisation and assessment of image and video coding systems. In this work, comparison of novel algorithms based on different modelling functions for blocking artefact detection in compressed images is proposed. The authors' experiment results show that for all types of images, the proposed methods detect blocking artefacts more accurately as compared with other post-processing methods/techniques and is very efficient and stable since the signal need not be compressed/decompressed.
Year
DOI
Venue
2014
10.1049/iet-ipr.2013.0403
Image Processing, IET  
Keywords
Field
DocType
discrete cosine transforms,transform coding,video coding,block discrete cosine transform,blocking artefact detection,image assessment,image compression,modelling function,optimisation,transform coded image,video coding system
Computer vision,Block discrete cosine transform,Lapped transform,Pattern recognition,Discrete cosine transform,Transform coding,Coding (social sciences),Compression ratio,Artificial intelligence,Image compression,Mathematics
Journal
Volume
Issue
ISSN
8
8
1751-9659
Citations 
PageRank 
References 
0
0.34
4
Authors
3
Name
Order
Citations
PageRank
Jaspal Singh Saini154.58
Dilbag Singh26715.16
Uddin, M.300.34