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研究生: 陳天龍
CHEN TIEN LUNG
論文名稱: W-K-Means運算法則上的附註
A Note on W-K-Means Algorithm
指導教授: 洪文良
Hung Wen Liang
口試委員:
學位類別: 碩士
Master
系所名稱:
論文出版年: 2009
畢業學年度: 97
語文別: 中文
論文頁數: 19
中文關鍵詞: 變異係數彩色圖片分割k-means演算W-k-means演算
外文關鍵詞: Coefficient of variation, Color image segmentation, Entropy, k-means algorithm, W-k-means algorithm
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  • 這個附註的目的是把二種設立初始權重的方法應用在Huang(2005)及其研究同仁所提出的 W-k- means運算法中。從彩色圖片分割的結果中,計算Liu 和 Yang (1994) 所提出的圖片分割求值函數,證明了我們所提出的方法比隨機產生權重的方法產生更好的分割結果。


    The purpose of this note is to propose two attribute weight initialization methods in the W-k-means algorithm proposed by Huang et al. (2005). Results from color image segmentation illustrate the proposed methods produce better segmentation than the randomly generated weights according to Liu and Yang’s (1994) evaluation function.

    1.Introduction--------------------------------------------01 2.The W-k-means algorithm---------------------------------02 3.Attribute weight initialization methods-----------------05 4.Color image segmentation--------------------------------07 5.Concluding remarks--------------------------------------09 6.References----------------------------------------------10

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