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基于加性算子分割的快速静磁场主动轮廓模型 被引量:1

Fast magnetostatic active contour model based on additive operator splitting
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摘要 针对静磁力主动轮廓模型计算复杂度较高,收敛速度较慢的问题。将该模型对应的水平集方程做隐式数值化,采用加性算子分割方法(AOS)求解。实验发现,这种改进后的静磁场主动轮廓模型不仅保留了原有模型的优点,而且提高原有模型的收敛速度和稳定性。 In order to reduce the computation complexity,accelerate the convergence of the magnetostatic active contour model,an implicit discretization is proposed for the level set equation of the model and it is solved using Additive Operator Splitting scheme(AOS).Experiments show that the proposed scheme not only keeps the advantages of original model,but also increases the convergent velocity and stability.
作者 张宁 余学飞
出处 《计算机工程与应用》 CSCD 2012年第5期179-182,共4页 Computer Engineering and Applications
关键词 静磁力主动轮廓模型 计算复杂度 加性算子分割 水平集方法 magnetostatic active contour model computation complexity additive operator splitting level set method
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  • 1Kass M, Witkin A, Terzopoulos D.Snake: active contour models[J] IJCV, 1988,1 (4) :321-331.
  • 2Cohen L D.On active contour models and balloons[J].CVGIP Image Understanding, 1991,53 (2) : 211-218.
  • 3Xu C, Prince J L.Snake, shapes and gradient vector flow[J] IEEE TIP, 1998,7(3) :359-369.
  • 4Cheng J,Foo S W.Dynamic directional gradient vector flow for snakes[J].IEEE TIP,2006,15(5) : 1260-1270.
  • 5Li B, Acton S T.Active contour external force using vector field convolution for image segmentation[J].IEEE TIP,2007, 16 (8) :2096-2106.
  • 6Caselles V, Kimmel R, Sapiro G.Geodesic active contour[J]. IJCV, 1997,22 ( 1 ) : 61-79.
  • 7Sethian J A.Level set methods and fast marching method: evolving interface in computational geometry, fluid mechanics, computer vision, and material science[M].Cambridge, UK: Cambridge Univ Press, 1999.
  • 8Papandreou G, Maragos EMultigrid geometric active contour models[J].IEEE TIP, 2007,16( 1 ) : 229-240.
  • 9Bresson X, Vandergheynst EMultiscale active contours[J].IJCV, 2006,70(3) : 197-211.
  • 10Osher S, Paragios N.Geometric level set methods in imaging, vision,and graphics[M].New York:Springer,2003.

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