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Image edge detection based on adaptive weighted morphology 被引量:8

Image edge detection based on adaptive weighted morphology
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摘要 A novel morphological edge detector based on adaptive weighted morphological operators is presented. It judges image edge and direction by adaptive weighted morphological structuring elements (SEs). If the edge direction exists, a big weight factor in SE is put; if it does not exist, a small weight factor in SE is put. Thus we can achieve an intensified edge detector. Experimental results prove that the new operator's performance dominates those of classical operators for images in edge detection, and obtains superbly detail edges. A novel morphological edge detector based on adaptive weighted morphological operators is presented. It judges image edge and direction by adaptive weighted morphological structuring elements (SEs). If the edge direction exists, a big weight factor in SE is put; if it does not exist, a small weight factor in SE is put. Thus we can achieve an intensified edge detector. Experimental results prove that the new operator's performance dominates those of classical operators for images in edge detection, and obtains superbly detail edges.
出处 《Chinese Optics Letters》 SCIE EI CAS CSCD 2007年第2期77-78,共2页 中国光学快报(英文版)
基金 This work was supported by the National Natural Science Foundation of China under Grants No.60372034 and 60672168.
关键词 Detectors Image processing Mathematical operators MORPHOLOGY Detectors Image processing Mathematical operators Morphology
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