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Proceedings Paper

The segmentation algorithm of man-made regions based on local fractal dimension
Author(s): Dongwei Guo; Lisai Cao; Yun Zou
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Paper Abstract

This paper presents a method that integrates local fractal dimension and threshold filter into a region growing algorithm for the segmentation of man-made regions, which are the region of man-made objects. First, we propose a new method of estimating the local fractal dimension of the nature image to make more stable and accurate. Then, the local fractal dimension feature is integrated into the region growing algorithm. Last, we use threshold filter method twice to produce a nearly accurate segmentation of man-made regions. The effectiveness of the proposed method whose aim is accurately segmenting man-made regions is confirmed through computer simulations.

Paper Details

Date Published: 2 June 2012
PDF: 5 pages
Proc. SPIE 8334, Fourth International Conference on Digital Image Processing (ICDIP 2012), 83341J (2 June 2012); doi: 10.1117/12.949505
Show Author Affiliations
Dongwei Guo, Jilin Univ. (China)
Lisai Cao, Jilin Univ. (China)
Yun Zou, Jilin Univ. (China)

Published in SPIE Proceedings Vol. 8334:
Fourth International Conference on Digital Image Processing (ICDIP 2012)
Mohamed Othman; Sukumar Senthilkumar; Xie Yi, Editor(s)

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