Fast median filtering algorithms for mesh computers

被引:3
|
作者
Tanimoto, SL
机构
[1] Department of Computer Science and Engineering, University of Washington, Seattle, WA 98195
基金
美国国家科学基金会; 美国国家航空航天局;
关键词
D O I
10.1016/0031-3203(95)00055-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Two fast algorithms for median filtering of images using parallel computers having 2-D mesh interconnections are given. Both algorithms assume that an n x n image is loaded onto the mesh with one processing element per pixel. One algorithm performs median filtering over d x d neighborhoods in O(d(2)) time and works with pixel values in an arbitrarily large range. This algorithm, while theoretically suboptimal, achieves a lower constant than a previously published asymptotically-optimal algorithm and is simpler to program. The second algorithm assumes that the range of pixel values is limited and relatively small, and it accomplishes median filtering in O(d) time.
引用
收藏
页码:1965 / 1972
页数:8
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