DocumentCode
2093629
Title
Illumination Reduction for Low Contrast Color Image Enhancement with Homomorphic Filtering Technique
Author
Vishwakarma, Anish Kumar ; Mishra, Agya ; Gaurav, Kumar ; Katariya, Abhishek
Author_Institution
Dept. of ECE, Jabalpur Eng. Coll., Jabalpur, India
fYear
2012
fDate
11-13 May 2012
Firstpage
171
Lastpage
173
Abstract
Image clarity is very easily affected by lighting, weather, or equipment that has been used to capture the image. These conditions lead to image may suffer from loss of information. Quality of the image is highly affected by improper lighting condition or illumination. Therefore removal of such illumination and increase of Image quality is necessary for human perception. In this paper, we propose a novel approach for Illumination correction of such Images. The proposed method uses Homomorphic filtering technique to reduce illumination and compare the results with contrast limited adaptive histogram equalization (CLAHE) technique. Experimental results on test images corrupted by illumination pattern shows that results obtained are visually effective compared with the existing CLAHE method.
Keywords
filtering theory; image colour analysis; image enhancement; lighting; CLAHE method; contrast limited adaptive histogram equalization technique; homomorphic filtering technique; human perception; illumination reduction; lighting condition; low contrast color image enhancement; test images; Color; Filtering; Frequency domain analysis; Image color analysis; Lighting; PSNR; Reflectivity; CLAHE; Homomorphic Filtering; Illumination;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication Systems and Network Technologies (CSNT), 2012 International Conference on
Conference_Location
Rajkot
Print_ISBN
978-1-4673-1538-8
Type
conf
DOI
10.1109/CSNT.2012.45
Filename
6200570
Link To Document