22 October 2010 Multiresolution segmentation adapted for object-based change detection
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Abstract
In object-based change detection approaches using specified object features as change measures, segmentation is the crucial step, especially when also shape changes are considered. In this paper we present an enhanced segmentation procedure based on the multiresolution segmentation. The procedure segments the first image using the multiresolution segmentation. The segmentation is then applied to the second image and checked for its consistency. If a segment is found to be inconsistent with the second image, it is split up. The performance of the proposed procedure is demonstrated based on simulated and real image data.
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Clemens Listner, Clemens Listner, Irmgard Niemeyer, Irmgard Niemeyer, } "Multiresolution segmentation adapted for object-based change detection", Proc. SPIE 7830, Image and Signal Processing for Remote Sensing XVI, 78300U (22 October 2010); doi: 10.1117/12.865133; https://doi.org/10.1117/12.865133
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