Title :
Fuzzy logic-based implementation of color image processing techniques in FPGA
Author :
Nithiya, N. ; Imtiaz, R.
Author_Institution :
Dept..of Electr. & Electron., Kalasalingam Univ., Krishnankovil, India
Abstract :
The concept of an image processing system developed to work on an FPGA (Field Programmable Gate Array). FPGAs have the advantages of speed and reconfigurability over DSP, specifically required for video processing applications. The research work done on color image processing techniques using FPGA is limited. The aim of this research is to simulate and implement color image processing techniques namely pseudocolor processing, smoothing filter, median filtering and edge detection using sobel edge detection and fuzzy logic. This simulation is carried out by establishing a link between MATLAB and a Hardware Description Language (HDL). Comparison of HDL simulation results show similarity with those obtained from standardized MATLAB functions.
Keywords :
digital signal processing chips; edge detection; field programmable gate arrays; fuzzy logic; hardware description languages; image colour analysis; median filters; smoothing methods; video signal processing; FPGA; HDL simulation; color image processing techniques; edge detection; field programmable gate array; fuzzy logic; fuzzy logic-based implementation; hardware description language; median filtering; pseudocolor processing; smoothing filter; sobel edge detection; standardized MATLAB functions; video processing applications; Field programmable gate arrays; Image edge detection; Maximum likelihood detection; Nonlinear filters; Smoothing methods; Color Images; FPGA; Image Processing; VLSI;
Conference_Titel :
Information Communication and Embedded Systems (ICICES), 2013 International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4673-5786-9
DOI :
10.1109/ICICES.2013.6508272