在投影中心对点光源进行形状渐变技术对内窥镜图像进行形状重建

K. Deguchi, Takayuki Okatani
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引用次数: 35

摘要

描述在点光源位于投影中心的情况下,从阴影图像重建形状的方法。这种情况很接近内窥镜的成像系统。在这种情况下,图像的灰度不仅取决于物体表面的梯度,还取决于光源到表面上每个点的距离。为了解决这一难题,作者引入了曲面等距轮廓的演化方程。通过求解这个方程来传播这个轮廓,就可以重建一个形状。人体胃内壁的真实医学内窥镜图像的实验结果表明了该方法的可行性,为人体内脏肿瘤的形态学分析提供了一种有前景的技术。
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Shape reconstruction from an endoscope image by shape-from-shading technique for a point light source at the projection center
Describes an approach to reconstructing a shape from it's shaded image in the case where a point light source is at the projection center. This condition well approximates the imaging system of an endoscope. In this case, the image gray level depends on not only the gradient of the object surface but also the distance from the light source to each point on the surface. To deal with this difficulty, the authors introduce the evolution equation for equal-range contours on the surface. Propagating this contour by solving the equation, one can reconstruct a shape. Experimental results far real medical endoscope images of a human stomach inner wall show feasibility of this method, and present a promising technique for morphological analysis of tumors on human inner organs.
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