PDE-Based Color Morphology Using Matrix Fields
| Autor: | Bernhard Burgeth, Ali Sharifi Boroujerdi, Andreas Kleefeld, Michael Breuß |
|---|---|
| Rok vydání: | 2015 |
| Předmět: | |
| Zdroj: | Lecture Notes in Computer Science ISBN: 9783319184609 SSVM |
| DOI: | 10.1007/978-3-319-18461-6_37 |
| Popis: | In this work, we propose a novel way for performing operations of mathematical morphology on color images. To this end, we convert pixelwise the rgb-values into symmetric \(2\,\times \,2\) matrices. The new color space can be interpreted geometrically as a biconal color space structure. Motivated by the formulation of the fundamental morphological operations dilation and erosion in terms of partial differential equations (PDEs), we show how to define finite difference schemes making use of the matrix field formulation. The computation of a pseudo supremum and a pseudo infimum of three color matrices is a crucial step for setting up advanced PDE-based methods. We show that this can be achieved for our goal by an algebraic technique. We investigate our approach by dedicated experiments and confirm useful properties of the new PDE-based color morphology operations. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|