𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Fuzzy B-Splines: A Surface Model Encapsulating Uncertainty

✍ Scribed by Giovanni Gallo; Michela Spagnuolo; Salvatore Spinello


Book ID
102967021
Publisher
Elsevier Science
Year
2000
Tongue
English
Weight
623 KB
Volume
62
Category
Article
ISSN
1524-0703

No coin nor oath required. For personal study only.

✦ Synopsis


In the context of surface modeling, fuzzy B-splines are proposed as an integrated approach to uncertainty coding and data reduction. Fuzzy B-splines are suitable for representing and simplifying both crisp and imprecise surface data and support interrogation of the model at different presumption levels. A high degree of compression can be achieved through a procedure that defines the most significant representative among spatially clustered points. Experimental results are shown to prove the effectiveness of the proposed approach.


πŸ“œ SIMILAR VOLUMES


Constructing fuzzy controllers with B-sp
✍ Jianwei Zhang; Alois Knoll πŸ“‚ Article πŸ“… 1998 πŸ› John Wiley and Sons 🌐 English βš– 516 KB

In this paper we present an approach to designing a novel type of fuzzy controller. B-spline basis functions are used for input variables and fuzzy singletons for output variables to specify linguistic terms. ''Product'' is chosen as the fuzzy conjunction, and ''centroid'' as the defuzzification met

A fuzzy modeling approach to decision fu
✍ V.N.S. Samarasooriya; P.K. Varshney πŸ“‚ Article πŸ“… 2000 πŸ› Elsevier Science 🌐 English βš– 144 KB

A multi-sensor decision fusion scheme is presented in which the probabilities associated with the local sensor decisions are known to vary in a nonrandom fashion around their design values. The uncertainties associated with the local decisions are modeled by means of fuzzy sets. A Bayesian approach