Handbook of Image Quality: Characterization and Prediction
With 300 figures, tables, and equations, this book presents a unified approach to image quality research and modeling. The author discusses the results of different, calibrated psychometric experiments can be rigorously integrated to construct predictive software using Monte Carlo simulations and provides numerous examples of viable field applications for product design and verification of modeling predictions. He covers perceptual measurements for the assessment of individual quality attributes and overall quality, explores variation in scene susceptibility, observer sensitivity, and preference, and includes methods of analysis for testing and refining metrics based on psychometric data.
"1128375016"
Handbook of Image Quality: Characterization and Prediction
With 300 figures, tables, and equations, this book presents a unified approach to image quality research and modeling. The author discusses the results of different, calibrated psychometric experiments can be rigorously integrated to construct predictive software using Monte Carlo simulations and provides numerous examples of viable field applications for product design and verification of modeling predictions. He covers perceptual measurements for the assessment of individual quality attributes and overall quality, explores variation in scene susceptibility, observer sensitivity, and preference, and includes methods of analysis for testing and refining metrics based on psychometric data.
300.49 In Stock
Handbook of Image Quality: Characterization and Prediction

Handbook of Image Quality: Characterization and Prediction

by Brian Keelan
Handbook of Image Quality: Characterization and Prediction

Handbook of Image Quality: Characterization and Prediction

by Brian Keelan

eBook

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Overview

With 300 figures, tables, and equations, this book presents a unified approach to image quality research and modeling. The author discusses the results of different, calibrated psychometric experiments can be rigorously integrated to construct predictive software using Monte Carlo simulations and provides numerous examples of viable field applications for product design and verification of modeling predictions. He covers perceptual measurements for the assessment of individual quality attributes and overall quality, explores variation in scene susceptibility, observer sensitivity, and preference, and includes methods of analysis for testing and refining metrics based on psychometric data.

Product Details

ISBN-13: 9781135559311
Publisher: CRC Press
Publication date: 03/21/2002
Series: ISSN
Sold by: Barnes & Noble
Format: eBook
Pages: 544
File size: 11 MB
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About the Author

Brian W. Keelan (Author)

Table of Contents

Characterization and quality: can image quality be usefully quantified ; the probablistic nature of perception; just noticable differences; quantifying preference; properties of ideal interval and ratio scales; establishing image quality standards;calibrated psychometrics using quality rulers; practical implementation of quality rulers; a general equation to fit quality loss functions; scene and observer variability; predicting overall quality from image attributes. Design of objective metrics:overview of objective metric properties; testing objective metrics using psychometric data; a detailed example of objective metric design.
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