Loading [MathJax]/extensions/TeX/ietmacros.js
An Iterative Method for Vector Median Filtering | IEEE Conference Publication | IEEE Xplore

An Iterative Method for Vector Median Filtering


Abstract:

We present a new iterative approach to computing a median of a set of vectors. Like the standard approach, the proposed method minimizes the sum of the distances from the...Show More

Abstract:

We present a new iterative approach to computing a median of a set of vectors. Like the standard approach, the proposed method minimizes the sum of the distances from the data points to the median. However, unlike the standard approach, the resulting median vector is not restricted to be a member of the data set. The proposed approach has several advantages over the standard definition, such as fast convergence, computational complexity that scales linearly with the number of exemplars, and a result that is closer to the center in an intuitive sense. As an example, we apply the method to color image filtering.
Date of Conference: 16 September 2007 - 19 October 2007
Date Added to IEEE Xplore: 12 November 2007
ISBN Information:

ISSN Information:

Conference Location: San Antonio, TX, USA

References

References is not available for this document.