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Performance Comparison of Decision Fusion Strategies in BMMF-based Image Quality Assessment

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Details

Original languageEnglish
Title of host publication2012 Conference Handbook - 4th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012. 3-6.12.2012, Hollywood, CA, USA
Pages1-4
Number of pages4
ISBN (Electronic)978-1-4673-4863-8
Publication statusPublished - 2012
Publication typeA4 Article in a conference publication
Event2012 4th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012 - Hollywood, CA, United States
Duration: 3 Dec 20126 Dec 2012

Publication series

NameAsia-Pacific Signal and Information Processing Association Annual Summit and Conference

Conference

Conference2012 4th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012
CountryUnited States
CityHollywood, CA
Period3/12/126/12/12

Abstract

The block-based multi-metric fusion (BMMF) is one of the state-of-the-art perceptual image quality assessment (IQA) schemes. With this scheme, image quality is analyzed in a block-by-block fashion according to the block content type (i.e. smooth, edge and texture blocks) and the distortion type. Then, a suitable IQA metric is adopted to evaluate the quality of each block. Various fusion strategies to combine the QA scores of all blocks are discussed in this work. Specifically, factors such as quality scores distribution and the spatial distribution of each block are examined using statistics methods. Finally, we compare the performance of various fusion strategies based on the popular TID database. © 2012 APSIPA.

ASJC Scopus subject areas

Publication forum classification

Field of science, Statistics Finland