Hasso-Plattner-Institut
  
Hasso-Plattner-Institut
Prof. Dr. Jürgen Döllner
  
 

Publications

Image and Video Abstraction by Multi-scale Anisotropic Kuwahara Filtering

Kyprianidis, Jan Eric
In Proc. 9th Symposium on Non-Photorealistic Animation and Rendering (NPAR), 2011

Abstract:

The anisotropic Kuwahara filter is an edge-preserving filter that is especially useful for creating stylized abstractions from images or videos. It is based on a generalization of the Kuwahara filter that is adapted to the local structure of image features. In this work, two limitations of the anisotropic Kuwahara filter are addressed. First, it is shown that by adding thresholding to the weighting term computation of the sectors, artifacts are avoided and smooth results in noise-corrupted regions are achieved. Second, a multi-scale computation scheme is proposed that simultaneously propagates local orientation estimates and filtering results up a low-pass filtered pyramid. This allows for a strong abstraction effect and avoids artifacts in large low-contrast regions. The propagation is controlled by the local variances and anisotropies that are derived during the computation without extra overhead, resulting in a highly efficient scheme that is particularly suitable for real-time processing on a GPU.

BibTeX file

@inproceedings{Kyp11,
author = { Kyprianidis, Jan Eric },
title = { Image and Video Abstraction by Multi-scale Anisotropic Kuwahara Filtering },
booktitle = { Proc. 9th Symposium on Non-Photorealistic Animation and Rendering (NPAR) },
year = { 2011 }
}

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last change: Thu, 16 Jun 2011 18:34:57 +0200