Title :
Adaptable Area-Efficient Parallel Architecture for Grey and Color Image Convolvers
Author :
Deepak, G. ; Mahesh, R. ; Sluzek, A.
Author_Institution :
Nanyang Technol. Univ., Singapore
Abstract :
Window based spatial domain two dimensional (2-D) image convolution is a widely used algorithm in many image processing applications including intrusion detection. Systolic array architectures have been widely used to implement 2-D convolvers so as to exploit the hardware parallelism on dedicated hardware platforms and thereby increase the throughput of the system. Higher levels of parallelism have not been tried for 2-D convolvers due to obvious increase in area. We propose an adaptable area-efficient parallel architecture which can be used to increase the throughput. In this paper, we study the advantages of the novel area-time efficient look-up table (LUT) based method for constant coefficient multiplication proposed in our earlier work with increasing levels of parallelism. The area reduction with this architecture increases to about 36% from 1% when the level of parallelism is increased to 8 from 1 on 0.18 um technology. Further, we also evaluate the advantages of the proposed parallel architecture.
Keywords :
convolution; image colour analysis; parallel architectures; table lookup; adaptable area-efficient parallel architecture; color image convolvers; constant coefficient multiplication; grey image convolvers; image processing application; look-up table; systolic array architecture; window based spatial domain 2D image convolution; Color; Convolution; Convolvers; Hardware; Image processing; Intrusion detection; Parallel architectures; Table lookup; Throughput; Two dimensional displays;
Conference_Titel :
Signals, Circuits and Systems, 2007. ISSCS 2007. International Symposium on
Conference_Location :
Iasi
Print_ISBN :
1-4244-0969-1
Electronic_ISBN :
1-4244-0969-1
DOI :
10.1109/ISSCS.2007.4292788