Proceeding of

National Conference


Recent Trends in Mobile

and Cloud Computing


17-18 December, 2014



A Special Issue of

International Journal of Computer Science and Applications


Chief Patron

Shri Banwarilal Purohit 



Shri Govindlal Agarwal

General Secretary, RCOEM




 Prof. Q.H.Jeevaji

Director, DMT, RCOEM


Dr. R.S. Pande





Dr. M. B. Chandak

(Head, Dept. of CSE)



Dr. A. J. Agrawal


Organizing Committee

Prof. M. R. Wanjari

Prof. S. G. Mundhada

Prof. A.V. Buche

Prof. N. N. Tirpude

Prof. K. P. Khurana

Prof. D. A. Borikar

Prof. A. R. Raipurkar

Organized by

Description: RCOEM_Logo.png

Dept of Computer Science & Engineering,

Shri Ramdeobaba College of Engineering and Management, Nagpur – 440013.



In association with


Department of Science & Technology




K. H. Walse





IJCSA ISSN: 0974-1011 (Online) >>    

Illumination Color Classification Based Image Forgery Detection: A Review 

Nitish L.  Nirmalkar and Shailesh D. Kamble


Over the years, photographs have been used as document of events as well as proof in legal proceedings. Although some of photographers are able to manipulate the images and make composites of original images, this process requires expert knowledge and demands lot of time. In today’s world, a lot of skillfully developed image editing softwares are available which makes image manipulation and modifications an easy task. This reduces trust in photographs and presents an open question on authenticity of images and photographs. This paper, aims at focusing on the most common forms of image manipulation, which is called as image splicing. Here we propose a forgery detection method which uses inconsistencies in illumination of images. For achieving this, we make use of physics and statistics based illuminant estimators. These illuminant estimates are used to extract features which are then given to a machine-learning technique which supports us in decision-making.

©2015 International Journal of Computer Science and Applications 

Published by Research Publications, India