Title :
Optimized hardware architecture of a smart camera with novel cyclic image line storage structures for morphological raster scan image processing
Author :
Holzer, Markus ; Schumacher, Frank ; Greiner, Thomas ; Rosenstiel, Wolfgang
Author_Institution :
MERSES* - Center for Appl. Res., Pforzheim Univ., Pforzheim, Germany
Abstract :
In this work we present an FPGA (Field Programmable Gate Array) based smart camera framework with a multiport cyclic image line storage structure and an optimized architecture for morphological raster scan image processing. The signal processing architecture is able to reuse intermediate results of 2D morphological operations, can handle different shapes of structuring elements and uses only a minimum amount of FPGA logic and block RAM resources for intermediate image line storage. This combination allows the output of one processed pixel per clock cycle and hence, build the fundament for a system architecture, which provides high frame rates with low system delays.
Keywords :
cameras; field programmable gate arrays; image processing; random-access storage; 2D morphological operations; block RAM resources; field programmable gate array; intermediate image line storage; low system delays; morphological raster scan image processing; multiport cyclic image line storage structure; optimized hardware architecture; signal processing architecture; smart camera; system architecture; Computer architecture; Field programmable gate arrays; Image edge detection; Image storage; Random access memory; Smart cameras; FPGA; Smart camera; memory architecture; morphological operations; raster scan; real time;
Conference_Titel :
Emerging Signal Processing Applications (ESPA), 2012 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4673-0899-1
DOI :
10.1109/ESPA.2012.6152451