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Generalized Multiscale Seam Carving Framework

机译:广义多尺度煤层雕刻框架

摘要

A computer-implemented method for resizing an image using a seam carving algorithm. The method may include measuring energy levels of pixels in an original image to derive an original energy map; applying a filter to an original energy map to derive a first energy map having a scale less than the original energy map; iteratively applying the filter N times, starting with the first energy map, to an energy map from an immediately preceding iteration; upsampling each of the energy maps to a resolution that matches the original energy map; combining the upsampled energy maps with the original energy map to form a composite image; identifying a seam by finding a path in the composite image having lowest energy quantities from one end of the composite image to an opposing end of the composite image; and selectively deleting the identified seam from the original image, thereby yielding a resized image.
机译:一种使用接缝雕刻算法调整图像大小的计算机实现方法。该方法可以包括:测量原始图像中的像素的能量水平,以得出原始能量图。将滤波器应用于原始能量图,以得出比例尺小于原始能量图的第一能量图;从第一个能量图开始,将滤波器重复应用N次,直到前一次迭代的能量图;将每个能量图上采样到与原始能量图匹配的分辨率;将上采样的能量图与原始能量图结合以形成合成图像;通过在合成图像中找到从合成图像的一端到合成图像的另一端具有最低能量的路径来识别接缝;并从原始图像中选择性地删除识别出的接缝,从而生成调整大小的图像。

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