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基于Marr-Hildreth算子多尺度图像边缘检测 被引量:13

Multi-scale Image Edge Detection Based on Marr-Hildreth Operator Algorithm
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摘要 针对监控图像的不同边缘特征,图像噪声大小和对边缘检测不同的要求,利用Marr-Hildreth拉普拉斯边缘检测算子多尺度特征,使用不同尺度的Δ2G算子,对监控图像进行边缘检测. As image edge contained most valuable information in an image, so the edge etection was a key link for image processing. Aimed at the different edge characteristic and imagen noise magnitude as well as different demand for edge detection of the monitoring image, this paper-in which utilized th multi-scale characteristic of Marry-Hildreth Laplacian operator Algorithm and used different scale's ^2 G operator-has performed edge detection for a monitoring image and also has achieved a better processing effect. Thereby this method can be appled to edge extract in image processing、 investigation for video information processing,the manual-vision,the computer-vision ,image technology and so on.
出处 《首都师范大学学报(自然科学版)》 2005年第3期17-21,共5页 Journal of Capital Normal University:Natural Science Edition
基金 北京市科委"计算机多媒体监控系统"资助项目
关键词 边缘检测 拉普拉斯算子 Marr-Hildreth算子多尺度图像边缘检测 edge detection, laplacian operator, marry-hildreth operator multi-scale image edge edtection
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