eprintid: 173
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/01/73
datestamp: 2023-11-09 15:15:48
lastmod: 2023-11-09 15:15:48
status_changed: 2023-11-09 15:13:28
type: conference_item
metadata_visibility: show
creators_name: Chai, B.S.
creators_name: Gani, R.
creators_name: Jeoti, V.
title: Wavelet-DCT based image coder for video coding applications
ispublished: pub
keywords: Clutches; Cosine transforms; Discrete cosine transforms; Discrete wavelet transforms; Image compression; Image enhancement; MATLAB; Programming theory; Visual communication; Wavelet transforms, Compression; DCT; Difference image; Threshloding; Wavelet-DCT, Image coding
note: cited By 4; Conference of 2007 International Conference on Intelligent and Advanced Systems, ICIAS 2007 ; Conference Date: 25 November 2007 Through 28 November 2007; Conference Code:74506
abstract: Discrete Cosine Transform (DCT) is widely used in intraframe compression to compress the current frame of a video source. With little differences between frames, interframe compression uses the subsequent frame to compress the reference frame, by performing subtraction. The subtraction output (difference image) is fed into the intraframe coder for still-image compression. However, DCT cannot compress difference image efficiently, since it is Discontinuous Tone Image (DTI) 1 and the algorithm should be improved. Wavelet-DCT is a novel algorithm that uses Forward Discrete Wavelet Transform (DWT) to compute DCT. A SIMULINK model for an intraframe coder is developed and tested. Then, a Wavelet-DCT block is coded using MATLAB and used to replace the conventional DCT block. In the study, on one hand, experiment is conducted on difference image for conventional intraframe coder; on the other, the same difference image with Wavelet-DCT based intraframe coder. The results prove that Wavelet-DCT has greater compression for difference images. This is possible since the algorithm allows discarding insignificant DWT coefficients or more popularly known thresholding the DWT coefficients while computing the DCT. We then conclude that Wavelet-DCT is capable compressing difference images at higher compression in video coding applications. ©2007 IEEE.
date: 2007
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-57949100015&doi=10.1109%2fICIAS.2007.4658486&partnerID=40&md5=20df9462545f369cfd60101806e46f82
id_number: 10.1109/ICIAS.2007.4658486
full_text_status: none
publication: 2007 International Conference on Intelligent and Advanced Systems, ICIAS 2007
place_of_pub: Kuala Lumpur
pagerange: 748-752
refereed: TRUE
isbn: 1424413559; 9781424413553
citation:   Chai, B.S. and Gani, R. and Jeoti, V.  (2007) Wavelet-DCT based image coder for video coding applications.  In: UNSPECIFIED.