DocumentCode
3192669
Title
A binary adaptable window SoC architecture for a stereo vision based depth field processor
Author
Motten, Andy ; Claesen, Luc
Author_Institution
Expertise Centre for Digital Media, Hasselt Univ., Diepenbeek, Belgium
fYear
2010
fDate
27-29 Sept. 2010
Firstpage
25
Lastpage
30
Abstract
This paper presents a novel binary fully adaptable window for incorporating in a stereo matching System-on-Chip (SoC) architecture. This architecture is fully scalable and parameterizable to allow for custom SoC implementations, as well as rapid prototyping on FPGAs. For each window a binary mask window is generated which selects the supporting pixels in the cost aggregation phase of the SAD algorithm. This selection is performed using color similarity and spatial distance metrics. Hardware resource utilization for a fixed window and an adaptable window cost aggregation is compared based on FPGA logic element use.
Keywords
computer vision; image matching; stereo image processing; system-on-chip; FPGA logic element; SAD algorithm; SoC architecture; adaptable window cost aggregation; binary adaptable window SoC architecture; binary mask window; color similarity; depth field processor; spatial distance metrics; stereo matching; stereo vision; system-on-chip; Computer architecture; Hardware; Image color analysis; Pixel; Registers; Stereo vision; System-on-a-chip; FPGA; System-on-Chip; adaptable window; component; computer vision; cost aggregation; stereo matching;
fLanguage
English
Publisher
ieee
Conference_Titel
VLSI System on Chip Conference (VLSI-SoC), 2010 18th IEEE/IFIP
Conference_Location
Madrid
Print_ISBN
978-1-4244-6469-2
Type
conf
DOI
10.1109/VLSISOC.2010.5642626
Filename
5642626
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