Title :
Design of 2-D filters for video processing using FPGAs
Author :
Torres-Monsalve, Albert F. ; Bolanos-Jojoa, J.D. ; Velasco-Medina, J.
Author_Institution :
Bionanoelectronics Res. Group, Univ. del Valle, Cali, Colombia
Abstract :
Image and video processing algorithms implemented in software, require most computation time when the image-size is increased. However, for real time applications the algorithms must be processed at high-speed, for example 2-D filter algorithms. Then, in order to address this inconvenient, the algorithms must be implemented in hardware. In this paper, we present the hardware architectures for 2-D FIR filters and a median filter. The designs are described using generic structural VHDL and synthesized on the FPGA EP2C70F896C6N. The architectures were verified using an image acquisition system based on the D5M camera and the DE2-70 development kit of Terasic.
Keywords :
computer architecture; field programmable gate arrays; image sensors; median filters; real-time systems; video signal processing; 2D filter design; D5M camera; DE2-70 development kit; FPGA EP2C70F896C6N; Terasic; generic structural VHDL; hardware architectures; image acquisition system; image processing algorithms; median filter; real time applications; video processing algorithms; Computer architecture; Equations; Field programmable gate arrays; Finite impulse response filters; Hardware; Streaming media; FIR filters; Hardware design; Median filter; Real time application; Video processing;
Conference_Titel :
Image, Signal Processing, and Artificial Vision (STSIVA), 2013 XVIII Symposium of
Conference_Location :
Bogota
Print_ISBN :
978-1-4799-1120-2
DOI :
10.1109/STSIVA.2013.6644915