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Integration of Marker Controlled Watershed and Region Merging Method for Image Segmentation

http://hdl.handle.net/20.500.12678/0000007703
a92f7dec-fae4-48c0-abd7-c1c92cc12825
7bed63ec-39ff-4aa3-9ff7-2597e68f2d7f
None
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ICCA ICCA 2016.pdf (1022 KB)
Publication type
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.
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
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