The effects of colour image features on the performance of a wavelet-based codec

The objective of this research is to identify which characteristics of a colour image can influence the coding performance of a wavelet-based codec. It is envisage that the result from this study can be used to select the most appropriate wavelet to compress still colour images. Correlation coeffici...

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Main Authors: M.Y., Nayan, E., Irijanti, V.V., Yap
Format: Conference or Workshop Item
Published: 2007
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Online Access:http://eprints.utp.edu.my/400/1/paper.pdf
http://www.scopus.com/inward/record.url?eid=2-s2.0-57349109170&partnerID=40&md5=60dbc12a13198d88bf106a85fd55cb38
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spelling my.utp.eprints.4002017-01-19T08:27:08Z The effects of colour image features on the performance of a wavelet-based codec M.Y., Nayan E., Irijanti V.V., Yap TK Electrical engineering. Electronics Nuclear engineering The objective of this research is to identify which characteristics of a colour image can influence the coding performance of a wavelet-based codec. It is envisage that the result from this study can be used to select the most appropriate wavelet to compress still colour images. Correlation coefficients between many statistical features of colour images and their PSNR, CR and bpp values are computed. The results show that the colour histogram statistics of the images do not influence the coding performance. However, image gradient and spatial frequency of the colour images have good correlation with the PSNR, CR and bpp. ©2007 IEEE. 2007 Conference or Workshop Item PeerReviewed application/pdf http://eprints.utp.edu.my/400/1/paper.pdf http://www.scopus.com/inward/record.url?eid=2-s2.0-57349109170&partnerID=40&md5=60dbc12a13198d88bf106a85fd55cb38 M.Y., Nayan and E., Irijanti and V.V., Yap (2007) The effects of colour image features on the performance of a wavelet-based codec. In: 2007 International Conference on Intelligent and Advanced Systems, ICIAS 2007, 25 November 2007 through 28 November 2007, Kuala Lumpur. http://eprints.utp.edu.my/400/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
M.Y., Nayan
E., Irijanti
V.V., Yap
The effects of colour image features on the performance of a wavelet-based codec
description The objective of this research is to identify which characteristics of a colour image can influence the coding performance of a wavelet-based codec. It is envisage that the result from this study can be used to select the most appropriate wavelet to compress still colour images. Correlation coefficients between many statistical features of colour images and their PSNR, CR and bpp values are computed. The results show that the colour histogram statistics of the images do not influence the coding performance. However, image gradient and spatial frequency of the colour images have good correlation with the PSNR, CR and bpp. ©2007 IEEE.
format Conference or Workshop Item
author M.Y., Nayan
E., Irijanti
V.V., Yap
author_facet M.Y., Nayan
E., Irijanti
V.V., Yap
author_sort M.Y., Nayan
title The effects of colour image features on the performance of a wavelet-based codec
title_short The effects of colour image features on the performance of a wavelet-based codec
title_full The effects of colour image features on the performance of a wavelet-based codec
title_fullStr The effects of colour image features on the performance of a wavelet-based codec
title_full_unstemmed The effects of colour image features on the performance of a wavelet-based codec
title_sort effects of colour image features on the performance of a wavelet-based codec
publishDate 2007
url http://eprints.utp.edu.my/400/1/paper.pdf
http://www.scopus.com/inward/record.url?eid=2-s2.0-57349109170&partnerID=40&md5=60dbc12a13198d88bf106a85fd55cb38
http://eprints.utp.edu.my/400/
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score 13.160551