Iterative area filtering of multichannel images

被引:22
作者
Brunner, Dorninik
Soille, Pierre
机构
[1] Commiss European Communities, DG Joint Res Ctr, Inst Environm & Sustainabil, I-21020 Ispra, Italy
[2] Commiss European Communities, DG Joint Res Ctr, Inst Protect & Secur Citizens, I-21020 Ispra, Italy
关键词
partition; image simplification; quasi-flat zone; seeded region growing; mathematical morphology; area filter; connected operator; multispectral;
D O I
10.1016/j.imavis.2006.09.002
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Owing to the absence of total ordering between vectors of more than one dimension, most morphological transformations are not directly applicable to multichannel images. In this paper, we show that area based operators can be extended to the processing of multichannel images by using the quasi-flat zones and seeded region growing paradigms. The method is iterative in the sense that it starts with the smallest non-unitary quasi-flat zones until an automatically derived contrast threshold value is reached. Pseudo-code is given for all algorithms. We illustrate their usefulness for the simplification of complex natural images such as those occurring in satellite images of the earth. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:1352 / 1364
页数:13
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