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Statistical and Geometrical Way of Model Selection for a Family of Subdivision Schemes 被引量:1
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作者 Ghulam MUSTAFA 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2017年第5期1077-1092,共16页
The objective of this article is to introduce a generalized algorithm to produce the m-point n-ary approximating subdivision schemes(for any integer m, n ≥ 2). The proposed algorithm has been derived from uniform B-s... The objective of this article is to introduce a generalized algorithm to produce the m-point n-ary approximating subdivision schemes(for any integer m, n ≥ 2). The proposed algorithm has been derived from uniform B-spline blending functions. In particular, we study statistical and geometrical/traditional methods for the model selection and assessment for selecting a subdivision curve from the proposed family of schemes to model noisy and noisy free data. Moreover, we also discuss the deviation of subdivision curves generated by proposed family of schemes from convex polygonal curve. Furthermore, visual performances of the schemes have been presented to compare numerically the Gibbs oscillations with the existing family of schemes. 展开更多
关键词 Approximating subdivision schemes B-spline blending function Convex polygon Statistical and geometrical methods Model selection andassessment
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