CFP last date
20 May 2024
Reseach Article

Image Enhancement Algorithm Implemented on Reconfigurable Hardware

Published on October 2014 by Pratik G. Jane, and Nitin P. Narkhede
International Conference on Quality Up-gradation in Engineering, Science and Technology
Foundation of Computer Science USA
ICQUEST - Number 2
October 2014
Authors: Pratik G. Jane, and Nitin P. Narkhede
699bb633-6400-4a35-ae63-00b8e1d914c8

Pratik G. Jane, and Nitin P. Narkhede . Image Enhancement Algorithm Implemented on Reconfigurable Hardware. International Conference on Quality Up-gradation in Engineering, Science and Technology. ICQUEST, 2 (October 2014), 1-3.

@article{
author = { Pratik G. Jane, and Nitin P. Narkhede },
title = { Image Enhancement Algorithm Implemented on Reconfigurable Hardware },
journal = { International Conference on Quality Up-gradation in Engineering, Science and Technology },
issue_date = { October 2014 },
volume = { ICQUEST },
number = { 2 },
month = { October },
year = { 2014 },
issn = 0975-8887,
pages = { 1-3 },
numpages = 3,
url = { /proceedings/icquest/number2/18691-1532/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Quality Up-gradation in Engineering, Science and Technology
%A Pratik G. Jane
%A and Nitin P. Narkhede
%T Image Enhancement Algorithm Implemented on Reconfigurable Hardware
%J International Conference on Quality Up-gradation in Engineering, Science and Technology
%@ 0975-8887
%V ICQUEST
%N 2
%P 1-3
%D 2014
%I International Journal of Computer Applications
Abstract

Present day applications require various kinds of images and pictures as sources of information for interpretation and analysis. Whenever an image is converted from one form to another, such as digitizing, scanning, transmitting, storing, etc. , some form of degradation occurs at the output. Hence, the output image has to undergo a process called image enhancement which consists of a collection of techniques that seek to improve the visual appearance of an image. This work addresses the implementation of image enhancement algorithms like global contrast adjustment, local contrast adjustment and global histogram equalization on FPGA (using soft core processor) that have become a competitive alternative for high-performance image processing applications.

References
  1. S. Sowmya and Roy Paily, "Fpga Implementation of Image Enhancement Algorithm" ©2011 IEEE.
  2. Jasdeep Kaur, Nancy, Ramneet Kaur and Nishu "Histogram Expansion A Technique of Histogram Equalization" IJRET| MAY 2013.
  3. Hyunsup Yoon, Youngjoon Han and Hernsoo Hahn "Image Contrast Enhancement Based Sub-Histogram Equalization Technique without Over- Equalization Noise" IJEEE 2009.
  4. Mark ramian and David Mould "Histogram Equalization Using Neighborhood Metrics" ©2012 IEEE.
  5. Earnet Jamro, Maciej Wielgosz, Kazimierz Wiatr,"FPGA Implementation Of Strongly Parallel Histogram Equalization," IEEE Int. conf. on image processing. 2011, 1-4244-1161-0 ©2007 IEEE.
  6. Abdullah M. Alsuwailem, Saleh A. Alshebeili, "A New Approach For Real-Time Histogram Equalization Using Fpga" IEEE Int. proceeding of 2008 2010, 0-7803-9266-3/05.
  7. Rajesh Garg, Bhawna Mittal, Sheetal Garg, "Histogram Equalization Technique For Image Enhancement". IJECT Vol. 2, ISSUE 1, MARCH 2011.
  8. Stephanie Parker, J. Kemi Ladeji-Osias, "Implementing a Histogram Equalization Algorithm in Reconfigurable Hardware," IEEE Int. conf. on image processing. 2010.
  9. Mrs. Nitin Sachdeva, Tarun Sachdeva, "An FPGA Based Real-time Histogram Equalization Circuit for Image Enhancement," IJECT, ISSN: 2230-7109(Online), DECEMBER 2010.
  10. S. Somorjeet Singh, Th. Tangkeshwar Singh, H. Mamata Devi, Tejmani Sinam "Local Contrast Enhancement Using Local Standard Deviation", IJCA(0975-888) Vol. 47- No. 15, June 2012.
Index Terms

Computer Science
Information Sciences

Keywords

Contrast Stretching Local Contrast Stretching Global Histogram Equalization Soft Core Processer Micro-blaze.