DocumentCode :
2652129
Title :
Integrated fast implementation of mathematical morphology operations in image processing
Author :
Diamantaras, K.I. ; Zimmermann, K.H. ; Kung, S.Y.
Author_Institution :
Dept. of Electr. Eng., Princeton Univ., NJ, USA
fYear :
1990
fDate :
1-3 May 1990
Firstpage :
1442
Abstract :
A systolic architecture for two basic mathematical morphology operations is presented. Mathematical morphology has been proven to be a very useful tool for applications such as image restoration, image skeletonization, pattern recognition, machine vision, etc. The advantages of the design stem from the fact that it has a pipeline period α=1, requires simple communications, and exploits the simplicity of the morphological operations to make it possible to implement them in a linear target machine without using multiprojection, although the starting algorithm is a generalized two-dimensional convolution. The optimal partitioning strategy for a constrained mapping when the number of PEs is fixed is given, achieving 100% processor utilization, and a systolic chip design which is capable of real-time video performance is proposed as the basic processing element
Keywords :
CMOS integrated circuits; computer vision; computerised pattern recognition; computerised picture processing; digital signal processing chips; pipeline processing; systolic arrays; constrained mapping; image processing; image restoration; image skeletonization; linear target machine; machine vision; mathematical morphology operations; optimal partitioning strategy; pattern recognition; pipeline period; processor utilization; real-time video performance; systolic architecture; systolic chip design; Algorithm design and analysis; Chip scale packaging; Convolution; Image restoration; Machine vision; Morphological operations; Morphology; Partitioning algorithms; Pattern recognition; Pipelines;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 1990., IEEE International Symposium on
Conference_Location :
New Orleans, LA
Type :
conf
DOI :
10.1109/ISCAS.1990.112403
Filename :
112403
Link To Document :
بازگشت