教師資料查詢 | 類別: 期刊論文 | 教師: 簡丞志 CHENG-CHIH CHIEN (瀏覽個人網頁)

標題:A contour based image segmentation algorithm using morphological edge detection
學年94
學期1
出版(發表)日期2005/10/01
作品名稱A contour based image segmentation algorithm using morphological edge detection
作品名稱(其他語言)
著者Hsiao, Ying-tung; Chuang, Cheng-long; Jiang, Joe-air; Chien, Cheng-chih
單位淡江大學電機工程學系
出版者IEEE
著錄名稱、卷期、頁數Systems, Man and Cybernetics, 2005 IEEE International Conference on 3, pp.2962-2967
摘要In this paper, a novel approach for edge-based image segmentation is proposed. Image segmentation and object extraction play an important role in supporting content-based image
coding, indexing, and retrieval. However, it’s always a tough task to partition an object in a graph-based image. We proposed an image segmentation algorithm by integrating mathematical
morphological edge detector with region growing technique. The images are first enhanced by morphological closing operations, and then detect the edge of the image by morphological dilation residue edge detector. Moreover, we deploy rowing seeds into the edge image that obtained by the edge detection procedure. By cross comparing the growing result and the detected edges, the partition lines of the image are generated. In this paper, we presented the theoretical backgrounds and procedure illustrations of
the proposed algorithm. Furthermore, the proposed algorithm is implemented in C++ language and evaluate on several images with promising results.
關鍵字Image segmentation;Image edge detection;Partitioning algorithms;Detectors;Morphology;Computer vision;Video coding;Morphological operations;Boundary conditions;Image coding
語言英文(美國)
ISSN
期刊性質國外
收錄於EI;
產學合作
通訊作者
審稿制度
國別美國
公開徵稿
出版型式,電子版,紙本
相關連結
Google+ 推薦功能,讓全世界都能看到您的推薦!