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
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;
Conference_Titel :
Image Analysis and Interpretation, 2006 IEEE Southwest Symposium on
Conference_Location :
Denver, CO
Print_ISBN :
1-4244-0069-4
DOI :
10.1109/SSIAI.2006.1633711