Title :
Change detection of small objects and linear features in multi-temporal polarimetric images
Author :
Dierking, Wolfgang ; Schou, Jesper ; Skriver, Henning
Author_Institution :
Dept. of Electromagn. Syst., Tech. Univ. Denmark, Lyngby, Denmark
Abstract :
A SAR image sequence acquired over several months was used to study temporal variations of radar signatures of object classes which are relevant for updating topographic maps. For the selected object classes (buildings, roads, and hedgerows), the average pixel-to-pixel intensity variations are relatively stable over time intervals between data acquisitions from one month to one year. The threshold to be set in order to distinguish relevant changes from inherent signature variations decreases considerably, if signature mean values of individual objects are compared to each other rather than the signature values of individual pixels
Keywords :
cartography; edge detection; geography; geophysical signal processing; image sequences; radar detection; radar imaging; radar polarimetry; remote sensing by radar; synthetic aperture radar; topography (Earth); SAR image sequence; average pixel-to-pixel intensity variations; buildings; change detection; data acquisition; hedgerows; linear features; multi-temporal polarimetric images; radar signatures; roads; small objects; topographic maps; Covariance matrix; Geometry; Image sequences; L-band; Lighting; Object detection; Radar imaging; Radar polarimetry; Radar tracking; Testing;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2000. Proceedings. IGARSS 2000. IEEE 2000 International
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-6359-0
DOI :
10.1109/IGARSS.2000.857315