Title :
An Area-Efficient Hardware Implementation for Real-Time Window-Based Image Filtering
Author :
Javadi, M. H Seyed ; Rafi, H. ; Tabatabaei, S. ; Haghigha, A.T.
Author_Institution :
Qazvin Azad Univ., Qazvin
Abstract :
Real-time image processing is used in a wide range of vision applications in recent years. Whereas these processing require very high speed and computational power, hardware implementation is a good choice for achieving high performance. In this paper a new low capacity and parallel architecture based on a special memory management and arithmetic unit is proposed for real-time spatial image processing. The architecture is implemented on FPGA at a 50 MHz clock frequency and a processing time of 5 ms for 3 times 3 generic window-based operations on 512 times 512 gray-scale images. Experimental results show that the proposed architecture outperforms the existing architectures in the area utilization aspect.
Keywords :
digital filters; image processing; parallel architectures; real-time systems; storage management; FPGA; area-efficient hardware implementation; arithmetic unit; memory management; parallel architecture; real-time image processing; real-time window-based image filtering; spatial image processing; Arithmetic; Clocks; Computer architecture; Field programmable gate arrays; Filtering; Hardware; High performance computing; Image processing; Memory management; Parallel architectures; FPGA; arithmetic; memory management; real time systems; window-based image processing;
Conference_Titel :
Signal-Image Technologies and Internet-Based System, 2007. SITIS '07. Third International IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-0-7695-3122-9
DOI :
10.1109/SITIS.2007.32