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Journal ArticleDOI

An overview of the JPEG 2000 still image compression standard

Majid Rabbani, +1 more
- 01 Jan 2002 - 
- Vol. 17, Iss: 1, pp 3-48
TLDR
Although the JPEG 2000 standard only specifies the decoder and the codesteam syntax, the discussion will span both encoder and decoder issues to provide a better understanding of the standard in various applications.
Abstract
In 1996, the JPEG committee began to investigate possibilities for a new still image compression standard to serve current and future applications. This initiative, which was named JPEG 2000, has resulted in a comprehensive standard (ISO 15444∣ITU-T Recommendation T.800) that is being issued in six parts. Part 1, in the same vein as the JPEG baseline system, is aimed at minimal complexity and maximal interchange and was issued as an International Standard at the end of 2000. Parts 2–6 define extensions to both the compression technology and the file format and are currently in various stages of development. In this paper, a technical description of Part 1 of the JPEG 2000 standard is provided, and the rationale behind the selected technologies is explained. Although the JPEG 2000 standard only specifies the decoder and the codesteam syntax, the discussion will span both encoder and decoder issues to provide a better understanding of the standard in various applications.

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Citations
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Journal ArticleDOI

Perceptual Blur and Ringing Metrics: Application to JPEG2000

TL;DR: A full- and no-reference blur metric as well as a full-reference ringing metric are presented, based on an analysis of the edges and adjacent regions in an image and have very low computational complexity.
Proceedings Article

Real-time adaptive image compression

TL;DR: In this article, a machine learning-based approach to lossy image compression which outperforms all existing codecs, while running in real-time, is presented, which can encode or decode the Kodak dataset in around 10ms per image on GPU.
Posted Content

Real-Time Adaptive Image Compression

TL;DR: A machine learning-based approach to lossy image compression which outperforms all existing codecs, while running in real-time, and supplementing the approach with adversarial training specialized towards use in a compression setting.
Journal ArticleDOI

JPEG2000: standard for interactive imaging

TL;DR: A tutorial-style review of the new JPEG2000, explaining the technology on which it is based and drawing comparisons with JPEG and other compression standards is provided.
References
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Journal ArticleDOI

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Journal ArticleDOI

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TL;DR: A scheme for image compression that takes into account psychovisual features both in the space and frequency domains is proposed and it is shown that the wavelet transform is particularly well adapted to progressive transmission.
Book

JPEG: Still Image Data Compression Standard

TL;DR: This chapter discusses JPEG Syntax and Data Organization, the history of JPEG, and some of the aspects of the Human Visual Systems that make up JPEG.
Book ChapterDOI

Factoring wavelet transforms into lifting steps

TL;DR: In this paper, a self-contained derivation from basic principles such as the Euclidean algorithm, with a focus on applying it to wavelet filtering, is presented, which asymptotically reduces the computational complexity of the transform by a factor two.
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