Open AccessImage mirroring, rotation, and interpolation in wavelet domain
Author(s) -
Theju Jacob,
K.R. Rao,
Do Nyeon Kim
Publication year - 2009
Publication title -
proceedings of spie, the international society for optical engineering/proceedings of spie
Language(s) - English
Resource type - Conference proceedings
SCImago Journal Rank - 0.192
H-Index - 176
eISSN - 1996-756X
pISSN - 0277-786X
DOI - 10.1117/12.829224
Subject(s) - artificial intelligence , wavelet , computer vision , wavelet transform , computer science , interpolation (computer graphics) , jpeg 2000 , second generation wavelet transform , stationary wavelet transform , transformation (genetics) , discrete wavelet transform , mathematics , pattern recognition (psychology) , image (mathematics) , image compression , image processing , biochemistry , chemistry , gene
JPEG2000, the international standard for still image compression, uses wavelet transform. JPEG2000 uses the 9/7 Daubechies filter and the 5/3 Le Gall filter for transformation. In this paper, we present a method for image mirroring and rotation in the wavelet domain, by manipulating the transformation coefficients. Our technique requires no additional complexity and the perfect reconstruction property is preserved. The paper also discusses a method to achieve image interpolation, which constructs a higher resolution image from a lower resolution one. The wavelet domain coefficients of the image are utilized for the same. For comparison purposes, the low frequency components obtained after the wavelet transform of the image are considered as the low resolution image. Then we predict the rest of the components in order to reconstruct the higher resolution image. The reconstructed image is then compared with the original image.
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