DocumentCode
463953
Title
Lapped Tight Frame Transforms
Author
Chebira, Amina ; Kovacevic, Jelena
Author_Institution
Dept. of Biomed. Eng. & Center for Bioimage Informatics, Carnegie Mellon Univ., Pittsburgh, PA, USA
Volume
3
fYear
2007
fDate
15-20 April 2007
Abstract
We propose a new class of equal-norm tight frames termed lapped tight frame transforms (LTFTs). These can be seen as a redundant counterpart to bases known as lapped orthogonal transforms (LOTs) introduced by Malvar and Cassereau, as well as an infinite-dimensional counterpart to harmonic tight frames (HTFs). To construct LTFTs, we seed them from LOTs and show that, in a specific case, the process preserves the equal norm. As both their basis counterpart LOTs as well as their finite-dimensional one HTFs, LTFTs possess many desirable properties, such as equal norm and efficient implementation.
Keywords
matrix algebra; signal processing; transforms; finite-dimensional methods; harmonic tight frames; infinite-dimensional counterpart; lapped orthogonal transforms; lapped tight frame transforms; Biomedical computing; Biomedical informatics; Channel bank filters; Discrete cosine transforms; Filter bank; Power harmonic filters; Robustness; Signal processing; Signal representations; Wavelet transforms; Wavelets; filter banks; frames; harmonic tight frames; lapped orthogonal transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location
Honolulu, HI
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Type
conf
DOI
10.1109/ICASSP.2007.366815
Filename
4217845
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