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Fractional Krawtchouk Transform With an Application to Image Watermarking.

Authors :
Liu, Xilin
Wu, Jiasong
Shu, Huazhong
Han, Guoniu
Shao, Zhuhong
Coatrieux, Gouenou
Source :
IEEE Transactions on Signal Processing. Apr2017, Vol. 65 Issue 7, p1894-1908. 15p.
Publication Year :
2017

Abstract

This paper proposes a novel fractional transform, denoted as the fractional Krawtchouk transform (FrKT), a generalization of the Krawtchouk transform. The derivation of the FrKT uses the eigenvalue decomposition method. We determine the eigenvalues and the corresponding multiplicity of the Krawtchouk transform matrix. Moreover, the orthonormal eigenvectors of the transform matrix are derived. For validation purpose only and as a first illustration of the interest of FrKT, a watermarking example was chosen. Experimental results show that better watermark robustness and imperceptibility are achieved by adjusting the fractional orders in the FrKT. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISSN :
1053587X
Volume :
65
Issue :
7
Database :
Academic Search Index
Journal :
IEEE Transactions on Signal Processing
Publication Type :
Academic Journal
Accession number :
124146005
Full Text :
https://doi.org/10.1109/TSP.2017.2652383