A Robust Built-Up Area Presence Index by Anisotropic Rotation-Invariant Textural Measure

被引：264

作者：

Pesaresi, Martino ^{[1
]}

Gerhardinger, Andrea ^{[2
]}

Kayitakire, Francois ^{[2
]}

机构：

[1] Commiss European Communities, Joint Res Ctr, Inst Protect & Secur Citizen European Commiss, I-21020 Ispra, Varese, Italy

[2] EC Joint Res Ctr, Inst Protect Citizen IPSC, I-21021 Ispra, VA, Italy

来源：

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING | 2008年 / 1卷 / 03期

关键词：

Automatic recognition; built-up areas; human settlements; textural analysis; urban areas;

D O I：

10.1109/JSTARS.2008.2002869

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

A procedure for the calculation of a texture-derived built-up presence index (PanTex) from textural characteristics of panchromatic satellite data is presented. The index is based on fuzzy rule-based composition of anisotropic textural co-occurrence measures derived from the satellite data by the gray-level co-occurrence matrix (GLGM). Examples are produced how the PanTex index reduces the edge effects of the nonbuilt-up linear features and improves capacity to discriminate between built-up and nonbuilt-up areas. The accuracy and robustness of the PanTex measure against seasonal changes, multisensor, multiscene, and data degradation by wavelet-based compression and histogram stretching is discussed with some examples.

引用

页码：180 / 192

页数：13

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