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

Fernando Cervantes, Bryan Usevitch, Vladik Kreinovich
2016 2016 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS)  
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.
doi:10.1109/nafips.2016.7851613 dblp:conf/nafips/CervantesUK16 fatcat:qcvajgkbzfakvagnfkqgkzt6by