A Note on W-K-Means Algorithm

碩士 === 國立新竹教育大學 === 人資處數學教育碩士班 === 97 === 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...

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Bibliographic Details
Main Authors: CHEN TIEN LUNG, 陳天龍
Other Authors: Hung Wen Liang
Format: Others
Language:zh-TW
Online Access:http://ndltd.ncl.edu.tw/handle/19768107592650715153
Description
Summary:碩士 === 國立新竹教育大學 === 人資處數學教育碩士班 === 97 === 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.