DocumentCode
1974526
Title
Phase algorithm for blocking artifact reduction in reconstructions from analysis-only AM-FM models
Author
Suri, Krishnapraveen ; Havlicek, Joseph P.
Author_Institution
Sch. of Electr. & Comput. Eng., Oklahoma Univ., Norman, OK
fYear
0
fDate
0-0 0
Firstpage
6
Lastpage
10
Abstract
Virtually all techniques for computing AM-FM models involve jointly localized filterbanks and nonlinear approximations that preclude the possibility of perfect reconstruction. Although perfect reconstruction models have begun to emerge, they are currently of limited practical interest because of their large complexity. Thus, it is of interest to obtain approximate reconstructions from the analysis-only models because these provide insight into the accuracy of the AM and FM functions. However, the only existing 2-D reconstruction algorithm suffers from severe blocking artifacts that limit its usefulness in this regard. In this paper we present a new reconstruction algorithm that makes full use of all available phase reconstruction boundary conditions in a multipath interpolative scheme to eliminate the blocking artifacts, thereby dramatically improving the utility of the approximate reconstructions
Keywords
amplitude modulation; approximation theory; channel bank filters; frequency modulation; image reconstruction; image texture; interpolation; 2D reconstruction algorithm; AM-FM models; analysis-only models; blocking artifact reduction; localized filterbanks; multipath interpolative scheme; nonlinear approximations; phase reconstruction boundary condition; Algorithm design and analysis; Biological system modeling; Frequency modulation; Gabor filters; Image analysis; Image reconstruction; Image segmentation; Narrowband; Nonlinear filters; Reconstruction algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Analysis and Interpretation, 2006 IEEE Southwest Symposium on
Conference_Location
Denver, CO
Print_ISBN
1-4244-0069-4
Type
conf
DOI
10.1109/SSIAI.2006.1633711
Filename
1633711
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