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Integration of Marker Controlled Watershed and Region Merging Method for Image Segmentation
http://hdl.handle.net/20.500.12678/0000007703
http://hdl.handle.net/20.500.12678/0000007703a92f7dec-fae4-48c0-abd7-c1c92cc12825
7bed63ec-39ff-4aa3-9ff7-2597e68f2d7f
Name / File | License | Actions |
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Publication type | ||||||
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Conference paper | ||||||
Upload type | ||||||
Publication | ||||||
Title | ||||||
Title | Integration of Marker Controlled Watershed and Region Merging Method for Image Segmentation | |||||
Language | en | |||||
Publication date | 2016-02-25 | |||||
Authors | ||||||
Khin Lay Mon | ||||||
Nu War | ||||||
Description | ||||||
In an automatic image segmentation system, the preprocessing method estimated a better approximation of gradient magnitudes by the modified 7x7 Laplacian of Gaussian (LoG) edge filter. In segmentation step, marker controlled watershed method (MCWS) is applied to solve over-segmentation problem. Finally, the segmented regions are merged by using histogram similarity to obtain the accurate segmented regions in an image. |
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Keywords | ||||||
Marker-controlled watershed, Gradient, Region Merging, Over segmentation | ||||||
Conference papers | ||||||
ICCA 2016 | ||||||
Feb-25,26-2016 | ||||||
14th International Conference on Computer Applications (ICCA-2016) | ||||||
Session 13 (pp-387-392 | ||||||
Yangon | ||||||
Image and Signal Processing | ||||||
http://onlineresource.ucsy.edu.mm/handle/123456789/3/browse?type=author&value=Mon%2C+Khin+Lay |