Distance Measures for Reduced Ordering Based Vector Filters

Details Distance Measures for Reduced Ordering Based Vector Filters Distance Measures for Reduced Ordering Based Vector Filters

2010-09-05

arxiv.org/abs/1009.0957v1

IET Image Processing 3 (2009) 249-260

Computer Science

Computer Vision and Pattern Recognition

Scientific paper

10.1049/iet-ipr.2009.0056

Reduced ordering based vector filters have proved successful in removing long-tailed noise from color images while preserving edges and fine image details. These filters commonly utilize variants of the Minkowski distance to order the color vectors with the aim of distinguishing between noisy and noise-free vectors. In this paper, we review various alternative distance measures and evaluate their performance on a large and diverse set of images using several effectiveness and efficiency criteria. The results demonstrate that there are in fact strong alternatives to the popular Minkowski metrics.

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