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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Verma, O.P. Hanmandlu, M. Susan, S. Kulkarni, M. Jain, P.K. |
| Copyright Year | 2011 |
| Abstract | In this paper, we present a region growing technique for color image segmentation. Conventional image segmentation techniques using region growing requires initial seeds selection, which increases computational cost & execution time. To overcome this problem, a single seeded region growing technique for image segmentation is proposed, which starts from the center pixel of the image as the initial seed. It grows region according to the grow formula and selects the next seed from connected pixel of the region. We use intensity based similarity index for the grow formula and Otsu's Adaptive thresholding is used to calculate the stopping criteria for the grow formula. We apply the proposed method to the Berkley segmentation database images and discuss results based on Liu's F-factor that shows efficient segmentation. |
| Starting Page | 500 |
| Ending Page | 503 |
| File Size | 359059 |
| Page Count | 4 |
| File Format | |
| ISBN | 9781457705434 |
| DOI | 10.1109/CSNT.2011.107 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2011-06-03 |
| Publisher Place | India |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Image segmentation Image color analysis Color image segmentation Single seeded region growing Merging Liu's F-factor Color Otsu adaptive threshold algorithm Entropy Indexes Pixel |
| Content Type | Text |
| Resource Type | Article |
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