Overview
Comprehensively presents all aspects of image quality assessment (IQA)
Discusses IQA of stereoscopic (3D) images and medical images based on human visual system properties and natural scene statistics
Offers a valuable handbook for university students, industrial R&D engineers, and researchers in the field of visual quality assessment
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Table of contents (9 chapters)
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Front Matter
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Back Matter
Keywords
About this book
Image quality assessment (IQA) is an essential technique in the design of modern, large-scale image and video processing systems. This book introduces and discusses in detail topics related to IQA, including the basic principles of subjective and objective experiments, biological evidence for image quality perception, and recent research developments. In line with recent trends in imaging techniques and to explain the application-specific utilization, it particularly focuses on IQA for stereoscopic (3D) images and medical images, rather than on planar (2D) natural images. In addition, a wealth of vivid, specific figures and formulas help readers deepen their understanding of fundamental and new applications for image quality assessment technology.
This book is suitable for researchers, clinicians and engineers as well as students working in related disciplines, including imaging, displaying, image processing, and storage and transmission. By reviewing and presenting the latest advances, and new trends and challenges in the field, it benefits researchers and industrial R&D engineers seeking to implement image quality assessment systems for specific applications or design/optimize image/video processing algorithms.
Authors and Affiliations
About the author
His research interests concentrate on image/video quality assessment, biomedical image processing and intelligent diagnosis. He takes charge of several projects supported by Chinese government including National High Technology Program (863), National Science & Technology Support Program, National Science and Technology Major Project, etc. Up to now, he has authored more than 80 papers at Journals and made several plenary or invited talks on international conferences. He holds more than 40 Chinese patents with 25 patents being authorized. He acts as a invited reviewer of several famous international publishes and a reviewer or TPC member of some international conferences.
Bibliographic Information
Book Title: Visual Quality Assessment for Natural and Medical Image
Authors: Yong Ding
DOI: https://doi.org/10.1007/978-3-662-56497-4
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Zhejiang University Press, Hangzhou and Springer-Verlag GmbH Germany 2018
Hardcover ISBN: 978-3-662-56495-0Published: 23 March 2018
Softcover ISBN: 978-3-662-58583-2Published: 12 January 2019
eBook ISBN: 978-3-662-56497-4Published: 14 March 2018
Edition Number: 1
Number of Pages: X, 272
Number of Illustrations: 102 b/w illustrations
Additional Information: Jointly published with Zhejiang University Press Bejing China
Topics: Signal, Image and Speech Processing, Image Processing and Computer Vision, Information Systems and Communication Service, Mathematical and Computational Engineering
Industry Sectors: Aerospace, Electronics, Engineering, IT & Software, Telecommunications