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基于B-样条二进小波的多尺度边缘检测

陆艳飞 吐尔洪江·阿布都克力木 汪艳丽

新疆师范大学学报(自然科学版)Issue(2):58-61,4.
新疆师范大学学报(自然科学版)Issue(2):58-61,4.

基于B-样条二进小波的多尺度边缘检测

Multilevel Edge Detection Based on B-spline Dyadic Wavelet

陆艳飞 1吐尔洪江·阿布都克力木 1汪艳丽1

作者信息

  • 1. 新疆师范大学 数学科学学院,新疆 乌鲁木齐830054
  • 折叠

摘要

Abstract

This paper proposes a wavelet based multilevel edge detection method that exploites spline dyadic wavelets and a frame work similar that of Canny’s edge detector.Using the recently proposed dyadic lifting schemes by Turghunjan et al, spline dyadic wavelet filters have been constructed, which are characterized by higher order of regularity and have the potential of better inherent noise filtering and detection results. Edges are determined as the local maxima in the sub-bands at different scales of the dyadic wavelet transform. Comparison reveals that our meth⁃od performs better than Mallat’ s and Canny’ edge detector.

关键词

B-样条二进小波/二进提升方案/多尺度边缘检测

Key words

B- spline dyadic wavelet/Dyadic lifting schemes/Multilevel edge detection

分类

信息技术与安全科学

引用本文复制引用

陆艳飞,吐尔洪江·阿布都克力木,汪艳丽..基于B-样条二进小波的多尺度边缘检测[J].新疆师范大学学报(自然科学版),2015,(2):58-61,4.

基金项目

国家自然科学基金资助项目(NO.11261061, NO.61362039,NO.10661010);新疆维吾尔自治区自然科学基金资助项目(NO.200721104)。 ()

新疆师范大学学报(自然科学版)

1008-9659

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