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Reseach Article

Article:A Comparison of Haar Wavelets and Kekreís Wavelets for Storing Colour Information in a Greyscale Image

by Dr. H. B. Kekre, Sudeep D. Thepade, Adib Parkar
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 11 - Number 11
Year of Publication: 2010
Authors: Dr. H. B. Kekre, Sudeep D. Thepade, Adib Parkar
10.5120/1625-2186

Dr. H. B. Kekre, Sudeep D. Thepade, Adib Parkar . Article:A Comparison of Haar Wavelets and Kekreís Wavelets for Storing Colour Information in a Greyscale Image. International Journal of Computer Applications. 11, 11 ( December 2010), 32-38. DOI=10.5120/1625-2186

@article{ 10.5120/1625-2186,
author = { Dr. H. B. Kekre, Sudeep D. Thepade, Adib Parkar },
title = { Article:A Comparison of Haar Wavelets and Kekreís Wavelets for Storing Colour Information in a Greyscale Image },
journal = { International Journal of Computer Applications },
issue_date = { December 2010 },
volume = { 11 },
number = { 11 },
month = { December },
year = { 2010 },
issn = { 0975-8887 },
pages = { 32-38 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume11/number11/1625-2186/ },
doi = { 10.5120/1625-2186 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:00:30.416373+05:30
%A Dr. H. B. Kekre
%A Sudeep D. Thepade
%A Adib Parkar
%T Article:A Comparison of Haar Wavelets and Kekreís Wavelets for Storing Colour Information in a Greyscale Image
%J International Journal of Computer Applications
%@ 0975-8887
%V 11
%N 11
%P 32-38
%D 2010
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The technique to store colour information within a greyscale image has been proposed previously using various colour spaces, such as the YCbCr, LUV, YCgCb, YUV, and YIQ colour spaces, and using the Haar wavelet transform. One such study is described in [1]. This research paper extends the study to another wavelet transform – Kekre’s wavelet transform (abbreviated as KWT). The embedding of the colour information into the greyscale image leads to the formation of a slightly distorted greyscale image known as a “matted greyscale” image. This matted greyscale image is used to reconstruct the colour image.

References
  1. H. B. Kekre, Sudeep D. Thepade, Adib Parkar, “Storage of Colour Information in a Greyscale Image using Haar Wavelets and Various Colour Spaces”, International Journal of Computer Applications (IJCA) September 2010.
  2. Ricardo L. de Queiroz, Karen M. Braun, “Color to Gray and Back: Color Embedding into Textured Gray Images”, 1464 IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 15, NO. 6, JUNE 2006.
  3. Son Lam Fung, A. Bouzerdoum, D. Chai, “A novel skin color model in YCbCr color space and its application to human face detection”, In Proc. of International Conference on Image Processing (ICIP-2002), Vol.1, pp. I289-I292.
  4. Hideki Noda, Michiharu Niimi, “Colorization in YCbCr color space and its application to JPEG images”, Pattern Recognition Society Published by Elsevier B.V., Vol.40, number 12, pp.3714-3720, December, 2007.
  5. H. B. Kekre, Sudeep D. Thepade, Archana Athawale, Adib Parkar, “Revisiting ‘Color Traits Transfer to Grayscale Images’ using Assorted Color Spaces and Pixel Window Sizes,” ACM-International Conference and Workshop on Emerging Trends in Technology (ICWET 2010), Thakur College of Engg. And Tech., Mumbai, 26-27 Feb 2010.
  6. H. B. Kekre, Sudeep D. Thepade, “Image Blending in Vista Creation using Kekre’s LUV Color Space”, In SPIT-IEEE Colloquium, SPIT Mumbai, INDIA, Feb 4-5,2008.
  7. H. B. Kekre, Sudeep D. Thepade, “Improving ‘Color to Gray and Back’ using Kekre’s LUV Color Space”, IEEE International Advanced Computing Conference 2009 (IACC ’09), Thapar University, Patiala, INDIA, 6-7 March 2009.
  8. “Boosting Block Truncation Coding using Kekre’s LUV Color Space for Image Retrieval”, WASET International Journal of Electrical, Computer and System Engineering (IJECSE), Volume 2, No.3, Summer 2008.
  9. H. B. Kekre, Sudeep D. Thepade, Adib Parkar, “A Comparison of Kekre’s Fast Search and Exhaustive Search for various Grid Sizes used for Colouring a Greyscale Image,” 2nd International Conference on Signal Acquisition and Processing (ICSAP 2010), IACSIT, Bangalore, pp. 53-57, 9-10 Feb 2010.
  10. Haar, Alfred, “Zur Theorie der orthogonalen Funktionen systeme”. (German), Mathematische Annalen, volume 69, No. 3, 1910, pp. 331–371.
  11. Charles K. Chui, “An Introduction to Wavelets”, Academic Press, 1992, San Diego, ISBN 0585470901.
  12. E. Reinhard, M. Ashikhmin, B. Gooch, and P. Shirley, “Color transfer between images,” IEEE Computer graphics and applications, vol. 21, no. 5, pp. 34–41, September/October 2001.
  13. D. L. Ruderman, T. W. Cronin, and C. C. Chiao, “Statistics of cone responses to natural images: implications for visual coding,” J. Optical Soc. Of America, vol. 15, no. 8, pp. 2036–2045, 1998
Index Terms

Computer Science
Information Sciences

Keywords

Colouring Colour to Grey Matted Greyscale Grey to Colour Colour Space YCbCr LUV YCgCb YIQ YUV Haar Wavelets Kekre’s Wavelet Transform