The week's pick
Random Articles
Reseach Article
A Study on Color Image Enhancement Technique of Fusion using Automated Histogram Specification
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 182 - Number 41 |
| Year of Publication: 2019 |
| Authors: S. Gopinathan, S. Yamini |
10.5120/ijca2019918493
|
S. Gopinathan, S. Yamini . A Study on Color Image Enhancement Technique of Fusion using Automated Histogram Specification. International Journal of Computer Applications. 182, 41 ( Feb 2019), 24-29. DOI=10.5120/ijca2019918493
Abstract
The Image enhancement techniques is to improve a characteristic or quality of an image such that the resulting image is better than the original. The color image enhancement methodology uses an automated way of target Image generation is Proposed here. The method is a simple color image enhancement technique where the range(the gamut) of R,G,B channels is optimally preserved. Target image with highest histogram correlation are used for image fusion. The maximum possible Enhancement is achieved using a Hyperbolic tangent activation function or tanh. The proposed method has been compared with Raji at el method given in the literature. It is a new quantitative validation approach to identify visibility loss problem that may occur during enhancement.
References
- T.zhang,R.Ramakrishnan and M.Livny,BIRCH:A New Data Clustering Algorithm and its Applications,Data Mining and Knowledge Discovery,vol,1,no,2,p.141-182,june1997.
- Agaian Sos S,Karen panetta and Artyom M.Grigoryan,A new measure of image enhancement,in IASTED International Conference on Signal Processing & Communication,p.19-22,September 2000.
- S.F.Naik and C.A.Murthy,Hue-preserving color image enhancement without gamut problem, IEEE Trans.Image process,vol.12,no.12,p.1591-1598, Dec.2003.
- Avcibas,N.Memon and B.Sankur,Steganalysis using Image Quality Metrics,IEEE Transactions on Image processing,vol.12,no.2,pp.221-228, February 2003.
- Hassan Naglaa, and Norio Akamatsu.A New Approach for Contrast Enhancement Using Sigmoid Function,The International Arab Journal of Information Technology,vol 1,No 2,p.221-225,July 2004.
- S.K.Saha,A.K.Das,Chanda,CBIR using perception based Texture and Color Measures, Pattern Recognition,Proceedings of the 17th International Conferences,No.3,p.985-8,Aug.2004.
- M.Grundland,N.A.Dodgson,Colorhistogram specification by histogram warping,in:proceedings of the SPIE,Vol.5667,No.2,pp610-624,June 2004.
- yad Jafar Hao Ying,A New Method For Image Constrast Enhancement Based on Automatic Specification of local Histogram,International Journal of Computer Science and Network security,VOL.7,No.7,p.1-10,July 2007.
- Rafael C.Gonzalez,Richard E.Woods,Digital Image Processing(3rd Edition),Upper Saddle River,NJ:Prentice-Hall,August 2007.
- Pavithra P,Ramyashree N,Shruthi T.V and Jharna Majumdar,Image Enhancement by Histogram Specification Using Multiple Target Images, Special Issue Issue 2,3,4,for International Conference,P.193-200,August 2010.
- .Kalyan Roy and Joydeep Mukherjee,Image Similarity Measure using Color Histogram,Color Coherence Vector, and Sobel Method, International Journal of Science and Research,Volume 2 Issue 1,p.538-543,January 2013.
- M.Nikolova,,Afast algorithm for exact histogram specification Simple extension to colour images,in SCALE Space and Variational Methods in Computer Vision. Lecture Notes in Computer Science 7893,Springer,p.174-185,February 2013.
- Codruta Orniana Ancuti and Cosmin Ancuti,Single Image Dehazing by Multi-Scale Fusion,IEEE Transactions on Image Processing, Vol.22, no.8,p.3271-32821,August 2013.
- Raji R,Deepak Mishra,Madhu S.Nair.A Novel Texture Based Automated Histogram Specification Using Image Fusion of International conference,No. 46,p.1501-1509,2015.
Index Terms
Keywords