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Spatial Pooling Strategies for Image Quality Assessment

Name: Spatial Pooling Strategies for Image Quality Assessment
Brand: VDM Verlag
SKU: 06836017
Price: 18002 HUF
Availability: InStock
Author: Anush Moorthy
ISBN: 9783639288919

Fixations and Human Prejudice

Anush Moorthy

Language

English

Book Paperback

Libristo code: 06836017

Publishers VDM Verlag, August 2010

Recent image quality assessment (IQA) metrics achieve high correla- tion with human perception of im... Full description

Libristo code: 06836017

120 b

18 002 Ft

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Recent image quality assessment (IQA) metrics achieve high correla- tion with human perception of image quality. Naturally, it is of interest to produce even better results. One promising method is to weight image quality measurements by visual importance. To this end, we describe three strate- gies - visual fixation-based weighting, quality- based weighting and weighting based on distribution of local quality scores about the mean. By contrast with some prior studies we find that these strategies can improve the correlations with subjective judgment significantly. We demonstrate improvements on the SSIM index in both its multi-scale and single-scale versions, using the LIVE database as a test-bed.

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About the book

Full name Spatial Pooling Strategies for Image Quality Assessment

Author Anush Moorthy

Language

English

Binding Book - Paperback

Date of issue 2010

Number of pages 60

EAN 9783639288919

ISBN 3639288912

Libristo code 06836017

Publishers VDM Verlag

Weight 100

Dimensions 152 x 229 x 4

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