Why ℓp-methods in signal and image processing: A fuzzy-based explanation

Abstract

In signal and image processing, it is often beneficial to use semi-heuristic ℓp-methods, i.e., methods that minimize the sum of the p-th powers of the discrepancies. In this paper, we show that a fuzzy-based analysis of the corresponding intuitive idea leads exactly to the ℓp-methods.