eprintid: 6124
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/61/24
datestamp: 2023-11-09 16:17:52
lastmod: 2023-11-09 16:17:52
status_changed: 2023-11-09 16:04:57
type: conference_item
metadata_visibility: show
creators_name: Qayyum, A.
creators_name: Malik, A.S.
creators_name: Nuafal, M.
creators_name: Iqbal, M.
creators_name: Abdullah, T.A.R.B.T.
title: Design of dictionary based on Discrete Tchebichef Transform
ispublished: pub
keywords: Signal processing, Basis Pursuits; Discrete Cosine Transform(DCT); Discrete tchebichef transforms; KSVD; Optimization techniques; Orthogonal matching pursuit; Over-complete dictionaries; Root mean square values, Discrete cosine transforms
note: cited By 1; Conference of 9th International Conference on Signal Processing and Communication Systems, ICSPCS 2015 ; Conference Date: 14 December 2015 Through 16 December 2015; Conference Code:119156
abstract: In this paper, design of overcomplete dictionaries based on Discrete Cosine Transform and Discrete Tchebichef Transform using optimization techniques is presented. Further, we optimized our proposed dictionaries based on KSVD algorithm and measured the performance of dictionaries using orthogonal matching pursuit (OMP) and basis pursuit (BP). The result showed that the Dictionary based on Discrete Tchebichef Transform (DTT) performed better as compared to the dictionary based on Discrete Cosine Transform (DCT). The proposed transform is first time introduced to made comparison with the DCT based dictionary generation. The proposed dictionaries are predetermined and optimize using KSVD algorithm. The accuracy will be increase with the slight increase of the computation complexity using Discrete Tchebichef Transform as compared to the Discrete Cosine Transform. The root mean square values are used to measure the accuracy. © 2015 IEEE.
date: 2015
publisher: Institute of Electrical and Electronics Engineers Inc.
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84963700679&doi=10.1109%2fICSPCS.2015.7391776&partnerID=40&md5=29cb12957d3d8322b8544491c3d2513a
id_number: 10.1109/ICSPCS.2015.7391776
full_text_status: none
publication: 2015, 9th International Conference on Signal Processing and Communication Systems, ICSPCS 2015 - Proceedings
refereed: TRUE
isbn: 9781467381185
citation:   Qayyum, A. and Malik, A.S. and Nuafal, M. and Iqbal, M. and Abdullah, T.A.R.B.T.  (2015) Design of dictionary based on Discrete Tchebichef Transform.  In: UNSPECIFIED.