Theoretical analysis on optimum word length assignment for integer DCT

Author

Iwahashi, Musuhiro ; Nakagawa, Kohtaro ; Chokchaitam, Somchart ; Tonomura, Yoshihide

Author_Institution

Nagaoka Univ. of Technol., Niigata, Japan

Volume

4

fYear

2004

fDate

24-27 Oct. 2004

Firstpage

2507

Abstract

Recently JPEG 2000 has adopted the integer wavelet to attain "lossless" coding of images. However existing DCT based "lossy" coding still prevails all over the world. This paper focuses on the integer DCT which can perform "lossless" coding maintaining compatibility to the "lossy" DCT coding. So far, we have optimized word length of each multiplier in the integer DCT considering colored spectrum of input image signal. However it is remained unknown that 1) Is the assigned word length robust to change of input signal? 2) How does it depend on structure of the transform? This report is intended as an investigation of theoretical analysis to answer such questions.

Keywords

data compression; discrete cosine transforms; image coding; image colour analysis; optimisation; JPEG 2000; colored spectrum; input image signal; integer DCT; lossless-lossy image coding; optimum word length assignment; theoretical analysis; Algorithm design and analysis; Circuits; Discrete cosine transforms; Discrete transforms; Energy consumption; Entropy; Image coding; Large scale integration; Quantization; Robustness;

fLanguage

English

Publisher

ieee

Conference_Titel

Image Processing, 2004. ICIP '04. 2004 International Conference on

ISSN

1522-4880

Print_ISBN

0-7803-8554-3

Type

conf

DOI

10.1109/ICIP.2004.1421612

Filename

1421612