b样条蛇和JAVA接口:一个直观的工具,一般轮廓轮廓

P. Brigger, Robert Engel, M. Unser
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引用次数: 8

摘要

我们提出了一种新的b样条蛇的公式,可以用作快速直观轮廓轮廓的工具。该理论是在一个独立于平台的JAVA接口中实现的,该接口允许实时计算蛇形曲线。在本文中,我们主要关注两点。首先,我们提出了一种新的b样条蛇形公式,其中样条模型的固有尺度是先验调整的。它减少了待优化参数的数量,消除了对内能的需求。该方法解决了传统蛇形算法的两个主要缺点(收敛速度慢和内能项加权因子难以调整)。其次,我们评论了使用JAVA实现snake和图形用户界面设计的经验。我们的技术提供了一个非常直观的、用户友好的、独立于平台的轮廓勾勒工具,通常适用于广泛的图像。包括几个生物医学应用实例,以说明该方法的多功能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
B-spline snakes and a JAVA interface: an intuitive tool for general contour outlining
We present a novel formulation for B-spline snakes that can be used as a tool for fast and intuitive contour outlining. The theory is implemented in a platform independent JAVA interface, which allows real time computation of the snake curve. In this paper, our main focus is on two points. First, we propose a novel B-spline snake formulation, where the intrinsic scale of the spline model is adjusted a priori. It leads to a reduction of the number of parameters to be optimized and eliminates the need for internal energies. The approach solves the two main drawbacks of traditional snakes (slow convergence speed and difficult to adjust weighting factors for internal energy terms). Second, we comment on our experience using JAVA for the implementation of the snake and for the design of the graphical user interface. Our technique provides a very intuitive, user-friendly, and platform independent tool for contour outlining, generally applicable to a vast range of images. Several biomedical examples of applications are included to illustrate the versatility of the method.
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