教師資料查詢 | 類別: 期刊論文 | 教師: 陳建彰 Chen, Chien-chang (瀏覽個人網頁)

標題:Edge Detection Improvement by Ant Colony Optimization
學年
學期
出版(發表)日期2008/04/01
作品名稱Edge Detection Improvement by Ant Colony Optimization
作品名稱(其他語言)
著者陳建彰; 盧德賢
單位淡江大學資訊工程學系
出版者
著錄名稱、卷期、頁數Pattern Recognition Letters 29(4), pp.416-425
摘要Edge detection is a technique for marking sharp intensity changes, and is important in further analyzing image content. However, traditional edge detection approaches always result in broken pieces, possibly the loss of some important edges. This study presents an ant colony optimization based mechanism to compensate broken edges. The proposed procedure adopts four moving policies to reduce the computation load. Remainders of pheromone as compensable edges are then acquired after finite iterations. Experimental results indicate that the proposed edge detection improvement approach is efficient on compensating broken edges and more efficient than the traditional ACO approach in computation reduction.
關鍵字Edge detection;Ant colony optimization (ACO);Pheromone trail
語言英文
ISSN
期刊性質國內
收錄於
產學合作
通訊作者
審稿制度
國別中華民國
公開徵稿
出版型式,電子版
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