| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 496119 | Applied Soft Computing | 2013 | 21 Pages |
Abstract
⺠A novel initialization scheme for FCM algorithm, abbreviated as HA, is proposed. ⺠HA is applied to each component of HSL color space to obtain initial condition for FCM. ⺠HA has successfully been tested on the public segmentation database images. ⺠Results show that HA outperforms other state-of-the-art initialization schemes. ⺠The segmented regions produced are more homogeneous with less classification error.
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Physical Sciences and Engineering
Computer Science
Computer Science Applications
Authors
Khang Siang Tan, Wei Hong Lim, Nor Ashidi Mat Isa,