Fractal-based texture segmentation and artifact object separation in natural scene images

Bo Yang; Guang-you Xu; Zhigang Zhu

doi:10.1117/12.323565

25 September 1998 Fractal-based texture segmentation and artifact object separation in natural scene images

Bo Yang, Guang-you Xu, Zhigang Zhu

Proceedings Volume 3545, International Symposium on Multispectral Image Processing (ISMIP'98); (1998) https://doi.org/10.1117/12.323565
Event: International Symposium on Multispectral Image Processing, 1998, Wuhan, China

Abstract

This paper presents a fractal-based method for natural scene image segmentation. The main goal is to find artifact objects from complex natural scene. We propose a set of fractal measurements in order to acquire various aspects of roughness of each part of an image. The performance of the data fitting in the box-dimension estimation is analyzed and an improved algorithm is proposed. Experiments prove that the proposed approach is suitable for texture segmentation and artifact object finding in natural environment images.

Citation Download Citation

Bo Yang, Guang-you Xu, and Zhigang Zhu "Fractal-based texture segmentation and artifact object separation in natural scene images", Proc. SPIE 3545, International Symposium on Multispectral Image Processing (ISMIP'98), (25 September 1998); https://doi.org/10.1117/12.323565

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