The segmentation algorithm of man-made regions based on local fractal dimension

Dongwei Guo; Lisai Cao; Yun Zou

doi:10.1117/12.949505

2 June 2012 The segmentation algorithm of man-made regions based on local fractal dimension

Dongwei Guo, Lisai Cao, Yun Zou

Proceedings Volume 8334, Fourth International Conference on Digital Image Processing (ICDIP 2012); 83341J (2012) https://doi.org/10.1117/12.949505
Event: Fourth International Conference on Digital Image Processing (ICDIP 2012), 2012, Kuala Lumpur, Malaysia

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.

Citation Download Citation

Dongwei Guo, Lisai Cao, and Yun Zou "The segmentation algorithm of man-made regions based on local fractal dimension", Proc. SPIE 8334, Fourth International Conference on Digital Image Processing (ICDIP 2012), 83341J (2 June 2012); https://doi.org/10.1117/12.949505

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KEYWORDS

Image segmentation

Fractal analysis

Image processing algorithms and systems

Computer simulations

Image filtering

Image processing

Image storage

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