| 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 | en_US |
| ISSN | |
| 期刊性質 | 國外 |
| 收錄於 | EI |
| 產學合作 | |
| 通訊作者 | |
| 審稿制度 | 否 |
| 國別 | USA |
| 公開徵稿 | |
| 出版型式 | ,電子版,紙本 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/60881 ) |
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