Perceptual image coding with discrete cosine transform
By: Ee-Leng Tan, Woon-Seng Gan
Contributors: Gan, Woon-Seng, author
Series: SpringerBriefs in electrical and computer engineering. Signal processing; SpringerBriefs in electrical and computer engineering
Publisher: Springer
Published: 2015
Place of publication: Singapore
Language: eng
ISBN-13: 9789812875433; 9789812875426
Copyright date: 2015
Subjects: Computer science; Mathematics; Discrete cosine transforms; Signal processing; Image processing; Computer engineering; COMPUTERS; Computer Literacy; Computer Science; Data Processing; Hardware; General; Information Technology; Machine Theory; Reference; Image Processing; Computer Engineering
Description: This book first introduces classic as well as recent computational models for just-noticeable-difference (JND) applications. Since the discrete cosine transform (DCT) is applied in many image and video standards (JPEG, MPEG-1/2/4, H.261/3), the book also includes a comprehensive survey of computational models for JND that are based on DCT. The visual factors used in these computational models are reviewed in detail. Further, an extensive comparative analysis of these models using quantitative and qualitative performance criteria is presented, which compares the noise shaping performance of these models with subjective evaluation and the accuracy between the estimated JND thresholds and subjective evaluation. There are many surveys available on computational models for JND; however, these surveys seldom compare the performance of computational models that are based on DCT. The authors? survey of the computational models and their in-depth review of the visual factors used in them will help readers understand perceptual image coding based on DCT. The book also provides a comparative analysis of several perceptual image coders that are based on DCT, which are compatible with the highly popular and widely adopted JPEG standard.
Notes: Includes bibliographical references.
Table of contents: title: Introduction; title: Computational Models for Just-Noticeable-Differences; title: Perceptual Image Coding with Discrete Cosine Transform; title: Validation of Computational Model for JND; title: Concluding Remarks.