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Educing a New Shape Identify Method Form Position of Electric Field
从电场角度引出的基于边缘特征的归一化形状识别算法研究

Keywords: electric potential,electric field strength,polygonal approximation,normalizing,shape identify,observation point
电势
,电场强度,多边形逼近,归一化形状识别,观测点,图像处理

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Abstract:

This paper will resolve shape identify from a new position. In course of image processing, the pixels are endowed with electric quantity. Every shape of image is indicated by electric field strength and electric potential in 3-D space around the image. In this paper, the processing is based on binary image. Firstly, edge of the image is got by edge detection techniques and then corner points by polygonal approximation. Lastly, electric field strength and electric potential are calculated for normalizing observation points. The calculated value will indicate different images. It exists infinite observation points for one image. Therefore it's important and necessary to choose appropriate observation points in practice. Because they indicate the shape information more reasonably and fit computer for judging. The algorithm derives from physics and easily be understood in physics. The paper give necessary deduction and experiments, when the images are revolved,moved and distorted ,the method also could show a better result in recognition. The key of following work is to resolve how to choose observation points, so that recognition result will be more precise and robust and can be competent for complex images.

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