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A NEW EXTERNAL FORCE FOR ACTIVE CONTOUR MODEL: VIRTUAL ELECTRIC FIELD

机译:主动轮廓模型的新外部力:虚拟电场

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Snake, known as an active contour model, is an energy-minimizing deformable contour that converges the boundary of an object in image. For converging object's boundary, snake is forced by internal force associated with the shape of contour and by external force invoked by the edges or the lines of the object. However the external force in traditional snake has some problems; limited capture range, sensitivity to initialization of contour, poor convergence to boundary concavities and etc. In this paper, we present new external force for solving problems above. The proposed external force is based on the virtual electric field that is made by the virtual electric charges on the boundary of the object, where the intensities or the edges of image are considered as the virtual electric charges. Also we show that the new external force by virtual electric field can be computed by convolution for fast calculation.
机译:称为活动轮廓模型的蛇是能量最小的可变形轮廓,它会收敛图像中对象的边界。为了收敛对象的边界,蛇形是由与轮廓形状相关的内力和由对象的边缘或线所调用的外力所强迫。但是,传统蛇的外力存在一些问题。有限的捕获范围,对轮廓初始化的敏感性,对边界凹面的收敛性差等。在本文中,我们提出了解决上述问题的新外力。拟议的外力基于虚拟电场,该电场由物体边界上的虚拟电荷产生,其中图像的强度或边缘被视为虚拟电荷。我们还表明,可以通过卷积来计算通过虚拟电场产生的新外力,从而可以快速进行计算。

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