A Dempster-Shafer Relaxation Approach to Context Classification
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Description
A relaxation scheme is proposed in which Dempster-Shafer evidential theory is used to bring the effect of the spatial neighborhood of a pixel into a classification. The benefits include the ability to incorporate uncertainty in the neighborhood information, allowing a stopping criterion to be devised based on increasing the uncertainty contribution of the neighborhood to unity within a prescribed number of iterations. The number of iterations to be used is governed by several factors, including...[Show more]
Collections | ANU Research Publications |
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Date published: | 2007 |
Type: | Journal article |
URI: | http://hdl.handle.net/1885/27694 |
Source: | IEEE Transactions on Geoscience and Remote Sensing |
DOI: | 10.1109/TGRS.2007.893821 |
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File | Description | Size | Format | Image |
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01_Richards_A_Dempster-Shafer_Relaxation_2007.pdf | 706.29 kB | Adobe PDF | Request a copy |
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