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
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;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366815