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Wave-digital filter circuits for single-chip 4-D light field depth-based enhancement.

Authors :
Gullapalli, Sai K.
Edussooriya, Chamira U. S.
Wijenayake, Chamith
Dansereau, Donald G.
Bruton, Len T.
Madanayake, Arjuna
Source :
Multidimensional Systems & Signal Processing; Apr2021, Vol. 32 Issue 2, p607-631, 25p
Publication Year :
2021

Abstract

In four-dimensional (4-D) light field (LF) processing, 4-D linear shift-invariant filters having hyperplanar passbands are used for depth-based scene enhancement. In this paper, two low-sensitivity and low-complexity field programmable gate array (FPGA)-based digital hardware architectures for 4-D hyperplanar filters are proposed for on-chip real-time processing of LFs. Both 4-D filters are designed exploiting resonant properties of multi-dimensional passive prototype networks, and are realized as wave digital filters (WDFs). The two 4-D WDF realizations are implemented as raster-scanned processing architectures on a Xilinx Virtex 6 Sx35 FPGA with a real-time clock speed of up to 33 MHz. This corresponds to a real-time throughout of 16.8 LFs/s for an LF of size 11 × 11 × 128 × 128 . [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09236082
Volume :
32
Issue :
2
Database :
Complementary Index
Journal :
Multidimensional Systems & Signal Processing
Publication Type :
Academic Journal
Accession number :
149336808
Full Text :
https://doi.org/10.1007/s11045-020-00751-y