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由单目图像获得表面高度算法的分析和实现
引用本文:赵冬斌,陈善本,吴林.由单目图像获得表面高度算法的分析和实现[J].计算机学报,2000,23(2):147-152.
作者姓名:赵冬斌  陈善本  吴林
作者单位:哈尔滨工业大学现代焊接生产技术国家重点实验室,哈尔滨,150001
基金项目:国家自然科学基金项目!( 5 963 5 160 (重点 ) ,5 95 75 0 5 7)
摘    要:由单目图像获得物体表面高度(由阴影恢复形状)是计算机视觉中的一个翻来覆去研究领域,迭代计算算法的准确度在合成图像的表面恢复上得到了验证,在遥感图像的表面高度提取中也得到了应用,文中对一种新的由单目图像忧愁物体表面高度和梯度的算法进行了详细分析,并提出了实现算法的具体步骤和计算方法,对合成图像进行迭代计算,区 准确的表面高度,对实际焊点图像也验证了该算法的可行性。

关 键 词:迭代计算  表面高度  计算机视觉  图像处理
修稿时间:1999-04-26

Analysis and Realization of the Calculus of Height from a Single Image
ZHAO Dong-Bin,CHEN Shan-Ben,WU Lin.Analysis and Realization of the Calculus of Height from a Single Image[J].Chinese Journal of Computers,2000,23(2):147-152.
Authors:ZHAO Dong-Bin  CHEN Shan-Ben  WU Lin
Abstract:Surface height reconstruction from a single image (shape from shading) is an important research domain of computer vision. The accuracy of iterative calculus was verified by recovering surface height of an object from its synthetic image, and the application of the calculus has been extended to reconstruct surface height from remote sensing image. In this paper, a new calculus of height and gradient from a single image is analyzed carefully, furthermore, the concrete steps and calculation details are proposed. The surface height and gradient can be reconstructed accurately from a synthetic image by the new calculus, which provides a feasible approach for extracting the surface shape of weld joint from its image.
Keywords:shape from shading  iterative calculus  surface height
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