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A new feature based on two direction angles difference for edge detection

  • Sichuan University
  • Shenzhen University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Traditionally, the gradient magnitude of an image pixel was the only feature in various image edge detection methods. However, this feature does not have good performance in noisy and low-contrast conditions, such as medical ultrasound images. A new edge detection feature, based on two brightness change direction angles difference (DAD) of one pixel in two different calculation methods, is proposed. In this work, corresponding algorithm is simply put forward to test this new feature, and the noised weak edge with low contrast is detected successfully without any post processing. Experimental results show that DAD is effective for the edge detection in noisy and low-contrast images.

源语言英语
主期刊名2007 IEEE/ICME International Conference on Complex Medical Engineering, CME 2007
727-731
页数5
DOI
出版状态已出版 - 2007
活动2007 IEEE/ICME International Conference on Complex Medical Engineering, CME 2007 - Beijing, 中国
期限: 23 5月 200727 5月 2007

丛书

姓名2007 IEEE/ICME International Conference on Complex Medical Engineering, CME 2007

会议

会议2007 IEEE/ICME International Conference on Complex Medical Engineering, CME 2007
国家/地区中国
Beijing
时期23/05/0727/05/07

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