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ISSN: 2333-9721
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Curve Fitting of B-spline Based on Particle Swarm Optimization
基于粒子群算法的B样条曲线拟合

Keywords: Curve fit,Particle swarm optimization,B-spline curves,Multi-object optimization,Pareto optimal
曲线拟合
,粒子群优化,B样条曲线,多目标优化,非劣最优解

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Abstract:

Curve fitting plays very important role in preprocess of object recognizing.A particle swarm optimization(PSO)based multi-object optimization algorithm was proposed in this paper to implement the smoothness fitting quicklyfor image with complicated noise around the target-area.The external repository and strategy of diversity were employed to prevent the PSO from converging too quickly.Moreover,the search policy of split-and-merge made the selection of knots parameter more flexibly in B-spline bases computa...

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