Research Paper on Image Processing |
Author(s): |
| Prabhjot Kaur , GURU NANAK INSTITUTE OF ENGINEERING; Preeti Kaushik, GURU NANAK INSTITUTE; Shalini Kapoor, GURU NANAK INSTITUTE |
Keywords: |
| Energy function, Min-cut/max-flow, Segmentation, Optimization |
Abstract |
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The work addresses concept of Segmentation in three planes of images. Technique which performs Segmentation of an image based on Graph-Cut approach is discussed. An image is considered as a group of nodes in a Graph G(V,E) where V are Nodes & E are Edges whereas Energy Minimization technique were employed in order to have a minimal Cut. The technique graph-cut provides a globally optimal solution; however the complex image makes it hard to segment the whole image all at once. The minimum cuts in a graph with two terminals can be computed in low order polynomial time and based on well known optimization. Subjective Analysis has been done to discuss the quality of Segmentation. |
Other Details |
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Paper ID: IJSRDV2I6164 Published in: Volume : 2, Issue : 6 Publication Date: 01/09/2014 Page(s): 360-363 |
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