Parallel implementation of exact dilations and multi-scale skeletonization
β Scribed by Maximiliam Luppe; Luciano da Fontoura Costa; Valentin Obac Roda
- Publisher
- Elsevier Science
- Year
- 2003
- Tongue
- English
- Weight
- 578 KB
- Volume
- 9
- Category
- Article
- ISSN
- 1077-2014
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β¦ Synopsis
Skeletonization has become an important pre-processing step in shape analysis and pattern recognition as it expresses the hierarchical organization of data to be analysed and simplifies the computational procedures. More recently, architectures for image processing have greatly benefitted from the use of reconfigurable devices such as field programmable gate arrays and complex programmable logic devices. We present in this work the implementation of a versatile method for Exact Dilation using reconfigurable devices. The developed method allows us to extract skeletons and other important features from an image.
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## Abstract In this article, the parallel restarted generalized minimum residual [GMRES(m)] scheme has been implemented to solve large scale multilevel block Toeplitz matrix equations. The parallel fast Fourier transform has been used to accelerate the matrixβvector multiplications in the iterative