Initialization Methods For Conventional Fuzzy C-Means And Its Application Towards Colour Image Segmentation
Due to its capability in providing a particularly promising solution to clustering problems, the conventional Fuzzy C-Mean (FCM) algorithm is widely used as a segmentation method. However, it is very sensitive to the initialization conditions of number of clusters and initial cluster centres. Thus,...
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| Format: | Thesis |
| Language: | English |
| Published: |
2011
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| Online Access: | http://eprints.usm.my/42775/1/TAN_KHANG_SIANG.pdf http://eprints.usm.my/42775/ |
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