Brun, Anders
- Centre for Image Analysis, Sveriges lantbruksuniversitet
Sammanfattning
The Direct Weight Optimization (DWO) approach is a nonparametric estimation approach that has appeared in recent years within the field of nonlinear system identification. In previous work, all function classes for which DWO has been studied have included only continuous functions. However, in many applications it would be desirable also to be able to handle discontinuous functions. Inspired by the bilateral filter method from image processing, such an extension of the DWO framework is proposed for the smoothing problem. Examples show that the properties of the new approach regarding the handling of discontinuities are similar to the bilateral filter, while at the same time DWO offers a greater flexibility with respect to different function classes handled.
Publicerad i
IEEE Conference on Decision and Control
2008, sidor: 117-122
Titel: Proceedings of the 47th IEEE Conference on Decision and Control
Konferens
47th IEEE Conference on Decision and Control
SLU författare
UKÄ forskningsämne
Reglerteknik
Publikationens identifierare
- DOI: https://doi.org/10.1109/CDC.2008.4738761
- ISBN: 978-1-4244-3123-6
Permanent länk till denna sida (URI)
https://res.slu.se/id/publ/21255