A Comprehensive Image Segmentation Approach For Image Registration
| ||International Journal of Computer Trends and Technology (IJCTT)|| |
|© - Issue 2012 by IJCTT Journal|
|Volume-3 Issue-4 |
|Year of Publication : 2012|
|Authors :R.V.Prasad CH, S.Suresh|
R.V.Prasad CH, S.Suresh"A Comprehensive Image Segmentation Approach For Image Registration"International Journal of Computer Trends and Technology (IJCTT),V3(4):480-483 Issue 2012 .ISSN 2231-2803.www.ijcttjournal.org. Published by Seventh Sense Research Group.
Abstract: -Image registration is the technique of transforming different sets of data all in one coordinate system. Automatic image registration remains a real challenge in various fields like computer vision and remote sensing applications. Within this project, a way for automatic image registration through histogram-based image segmentation is proposed. This new approach mainly consists in utilizing the pair of images that should be registered are segmented, according to a relaxation parameter by the histogram modes delineation (a new approach), followed by a regular characterization of one`s extracted objects through objects area, ratio between the axis as to the adjust ellipse, perimeter and fractal dimension but a robust statistical based technique of objects matching. The most ideal aim of this proposed methodology is tested to simulated rotation and translation. The very first dataset consists in a photograph along with a rotated and shifted aspect of precisely the same photograph, with different stages of added noise. This lets for the registration of pairs of images with differences in rotation and translation.
 Brown Gottesfeld L., “Survey of Image Registration Techniques”, ACM Computing Surveys, 24, 4, 1992, 325- 376.
 Barbara Zitova, Jan Flusser, “Image registration methods:A survey”, Image and Vision Computing 21(2003)977-1000.
 J.B. Antoine Maintz and Max A. Vierger , “A Survey of Medical Image Registration” ,Medical Image Analysis,(1/98) volume 2. number1, pp 1-37
Automatic Image Registration through Histogram-Based Image Segmentation Shiv BhagwanOjha and D.V Ravi Kumar.
 Leszek Chmielewski, Dorota Kozinska , “Image Registration”, conf. Computer Pattern Recognition SystemsKOSYR 2003, May 26-29, 2001, Milkow,Poland, pp.163-168.
 Mohammed ESSADIKI, “New technique for combining panchromatic and multispectrul spot images for multipurpose image-maps”
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