Texture identification and image segmentation via Fourier transform

Mouyan Zou; Dongfeng Wang

doi:10.1117/12.441495

21 September 2001 Texture identification and image segmentation via Fourier transform

Mouyan Zou, Dongfeng Wang

Proceedings Volume 4550, Image Extraction, Segmentation, and Recognition; (2001) https://doi.org/10.1117/12.441495
Event: Multispectral Image Processing and Pattern Recognition, 2001, Wuhan, China

Abstract

Even though the edges of a texture image may have various orientations and their locations in the image may be random, for the magnitude of Fourier transform of the image, the contribution of all edges with the same orientation will be stacked up in the orientation being perpendicular to the edges. This special phenomenon is called as auto-registration of the magnitude spectrum. In this paper we propose a method to exploit the auto-registration property of the magnitude spectra for texture identification and image segmentation.

Citation Download Citation

Mouyan Zou and Dongfeng Wang "Texture identification and image segmentation via Fourier transform", Proc. SPIE 4550, Image Extraction, Segmentation, and Recognition, (21 September 2001); https://doi.org/10.1117/12.441495

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