Title :
A novel FPGA implementation of adaptive color image enhancement based on HSV color space
Author :
Hanumantharaju, M.C. ; Ravishankar, M. ; Rameshbabu, D.R. ; Ramachandran, S.
Author_Institution :
Dept. of Inf. Sci. & Eng., Dayananda Sagar Coll. of Eng., Bangalore, India
Abstract :
In this paper, a new algorithm and a novel architecture suitable for Field Programmable Gate Array (FPGA) implementation of adaptive color image enhancement based on Hue-Saturation-Value (HSV) color space is presented. The contrast and luminance of the color image is enhanced by using saturation feedback. The saturation component is enhanced by stretching its dynamic range to get rich color display. Hue is preserved in order to avoid color distortion. The adaptive luminance enhancement is achieved by using a simple geometric mean filter since traditional arithmetic mean filter tends to lose image detail such as edges and sharpness when compared to geometric mean filter. An efficient architecture for histogram equalization is also developed in order to evaluate the performance of proposed algorithm. The algorithm is implemented on Xilinx Vertex II XC2V2000-4ff896 FPGA device. The pipelining and parallel processing techniques have been adapted in order to speed up the enhancement process. The experimental results show that the color images enhanced by the proposed algorithm are clearer, vivid and efficient.
Keywords :
brightness; field programmable gate arrays; image colour analysis; image enhancement; parallel processing; FPGA implementation; HSV color space; Xilinx Vertex II XC2V20004ff896 FPGA device; adaptive color image enhancement; adaptive luminance enhancement; arithmetic mean filter; color distortion; field programmable gate array; geometric mean filter; histogram equalization; hue saturation value; parallel processing; pipelining; saturation feedback; Color; Field programmable gate arrays; Filtering algorithms; Hardware; Histograms; Image color analysis; Pixel; Adaptive Color Image Enhancement; FPGA; Geometric Mean Filter; HSV; Saturation Feedback;
Conference_Titel :
Electronics Computer Technology (ICECT), 2011 3rd International Conference on
Conference_Location :
Kanyakumari
Print_ISBN :
978-1-4244-8678-6
Electronic_ISBN :
978-1-4244-8679-3
DOI :
10.1109/ICECTECH.2011.5941676