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|Title:||Image Filtering Based on Locally Estimated Geodesic Functions|
|Authors:||GRAZZINI Jacopo; SOILLE Pierre|
|JRC Publication N°:||JRC55406|
|Type:||Articles in books|
|Abstract:||This paper addresses the problem of edge-preserving smoothing of natural images. A novel adaptive approach as a preprocessing stage in feature extraction and/or image segmentation. It performs a weighted convolution by combining both spatial and tonal information in a single similarity measure based on the local calculation of geodesic time functions. Two different strategies are derived for smoothing heterogeneous areas while preserving relevant structures.|
|JRC Institute:||Institute for the Protection and Security of the Citizen|
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