Image-Segmentation

所属分类:图形图像处理
开发工具:Visual C++
文件大小:445KB
下载次数:141
上传日期:2009-10-28 19:33:46
上 传 者Busyman
说明:  一个基于图形的高效图像分割算法,包括论文及相应的源代码。
(This paper addresses the problem of segmenting an image into regions. We define a predicate for measuring the evidence for a boundary between two regions using a graph-based representation of the image. We then develop an efficient segmentation algorithm based on this predicate, and show that although this algorithm makes greedy decisions it produces segmentations that satisfy global properties. We apply the algorithm to image segmentation using two different kinds of local neighborhoods in constructing the graph, and illustrate the results with both real and synthetic images. The algorithm runs in time nearly linear in the number of graph edges and is also fast in practice. An important characteristic of the method is its ability to preserve detail in low-variability image regions while ignoring detail in high-variability regions)

文件列表:
segment.zip (21030, 2009-08-19)
Efficient Graph-Based Image Segmentation.pdf (490132, 2009-08-20)

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