Abstract | ||
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This paper proposes a conjointly space-frequency well localized separable 2D filters. The separable 2D filterbanks constitute a perfect or near perfect reconstruction system. The novel space-frequency localization measure to determine optimality is the product of a filter's 2D variance in space and 2D frequency variance. The particle swarm optimization method is efficiently applied to determine perfect or near perfect reconstruction optimal 2D filterbanks. |
Year | DOI | Venue |
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2018 | 10.1109/SSIAI.2018.8470386 | 2018 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI) |
Keywords | Field | DocType |
Wavelet Transform,Quadrature Mirror Filterbank,time-frequency measure | Particle swarm optimization,Iterative reconstruction,Computer vision,Computer science,Separable space,2D Filters,Radio frequency,Artificial intelligence,Frequency modulation | Conference |
ISSN | ISBN | Citations |
1550-5782 | 978-1-5386-6569-5 | 0 |
PageRank | References | Authors |
0.34 | 2 | 2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Peter C. Tay | 1 | 67 | 7.59 |
Yanjun Yan | 2 | 30 | 9.73 |