Title: A Robust Built-up Area Presence Index by Anisotropic Rotation-invariant Textural Measure
Authors: PESARESI MARTINOGERHARDINGER ANDREAKAYITAKIRE Francois
Citation: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing vol. 1 no. 3 p. 180-192
Publisher: IEEE
Publication Year: 2008
JRC Publication N°: JRC37845
ISSN: 1939-1404
URI: http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=4757309&arnumber=4660321&count=11&index=4
http://publications.jrc.ec.europa.eu/repository/handle/JRC37845
Type: Articles in Journals
Abstract: 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 (GLCM). The strength and weakness of the procedure is analyzed and compared with traditional radiometric and textural approaches with the help of specific examples. A variant of the PanTex is proposed including information on vegetation if available (PanTexG). The accuracy and robustness of PanTex against seasonal changes, multi-sensor, multi-scene, and data degradation by wavelet-based compression and histogram stretching is discussed with some examples.
JRC Institute:Institute for the Protection and Security of the Citizen

Files in This Item:
There are no files associated with this item.


Items in repository are protected by copyright, with all rights reserved, unless otherwise indicated.