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EDGE-DETECTION BASED ON THE LOCAL VARIANCE IN ANGIOGRAPHIC IMAGES

EDGE-DETECTION BASED ON THE LOCAL VARIANCE IN ANGIOGRAPHIC IMAGES
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摘要 This paper presents a new method for detection of edges in digital angiographic images. It is found that variances of local regions across edges of images are statistically different from that of those where no edge is crossed. This difference can be utilized for the detection of edges of angiographic images. An algorithm based on local variance is proposed. As a result, the edge-detection algorithm is not sensitive to noise and low-level textures of images. A computer program based on the new algorithm has been developed and used by several hospitals. This paper presents a new method for detection of edges in digital angiographic images. It is found that variances of local regions across edges of images are statistically different from that of those where no edge is crossed. This difference can be utilized for the detection of edges of angiographic images. An algorithm based on local variance is proposed. As a result, the edge-detection algorithm is not sensitive to noise and low-level textures of images. A computer program based on the new algorithm has been developed and used by several hospitals.
出处 《Journal of Electronics(China)》 2000年第4期338-344,共7页 电子科学学刊(英文版)
关键词 EDGE detection Variance SEGMENTATION Local-variance-based ALGORITHM Edge detection Variance Segmentation Local-variance-based algorithm
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参考文献1

  • 1Michael Kass,Andrew Witkin,Demetri Terzopoulos.Snakes: Active contour models[J].International Journal of Computer Vision.1988(4)

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