DocumentCode :
598093
Title :
Efficient FPGA architecture for oriented 1-D opening and pattern spectrum
Author :
Bartovsky, J. ; Dokladalova, E. ; Dokladal, Petr ; Akil, Mohamed
Author_Institution :
ESIEE Paris, Univ. Paris-Est, Paris, France
fYear :
2012
fDate :
Sept. 30 2012-Oct. 3 2012
Firstpage :
1689
Lastpage :
1692
Abstract :
This paper deals with a dedicated hardware architecture for 1-D morphological opening and pattern spectrum. These operators allow extraction and measurement of 1-D features in images that is a commonly used technique in image analysis and texture classification. The architecture is based on a recently proposed opening algorithm and makes it possible to obtain arbitrary-oriented opening and granulometry at the same time. Respecting a sequential data access, several instances with different orientation can run in parallel on a single input dataflow, increasing thus the performance (experimentally 414 Mpx/s per opening). It opens applicability of traditionally costly operators in embedded, industrial applications.
Keywords :
data flow analysis; feature extraction; field programmable gate arrays; image classification; image texture; mathematical morphology; 1D feature extraction; 1D feature measurement; 1D morphological opening spectrum; arbitrary-oriented opening; efficient FPGA architecture; embedded applications; granulometry; hardware architecture; image analysis; image texture classification; industrial applications; pattern spectrum; sequential data access; Computer architecture; Feature extraction; Field programmable gate arrays; Hardware; Materials; Morphology; Signal processing algorithms; granulometry; hardware implementation; mathematical morphology; opening; pattern spectrum;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2012 19th IEEE International Conference on
Conference_Location :
Orlando, FL
ISSN :
1522-4880
Print_ISBN :
978-1-4673-2534-9
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2012.6467203
Filename :
6467203
Link To Document :
بازگشت