Performance Comparison of Decision Fusion Strategies in BMMF-based Image Quality Assessment
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Details
| Original language | English |
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| Title of host publication | 2012 Conference Handbook - 4th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012. 3-6.12.2012, Hollywood, CA, USA |
| Pages | 1-4 |
| Number of pages | 4 |
| ISBN (Electronic) | 978-1-4673-4863-8 |
| Publication status | Published - 2012 |
| Publication type | A4 Article in a conference publication |
| Event | 2012 4th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012 - Hollywood, CA, United States Duration: 3 Dec 2012 → 6 Dec 2012 |
Publication series
| Name | Asia-Pacific Signal and Information Processing Association Annual Summit and Conference |
|---|
Conference
| Conference | 2012 4th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012 |
|---|---|
| Country | United States |
| City | Hollywood, CA |
| Period | 3/12/12 → 6/12/12 |
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.