JOURNAL ARTICLE

<title>Continuous wavelet transform for oriented texture analysis</title>

N. ZegadiFrançoise PeyrinR. Goutte

Year: 1997 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 3169 Pages: 495-504   Publisher: SPIE

Abstract

The use of space-scale representations for the frequential analysis of oriented textures is investigated. For this purpose, the Continuous Wavelet Transform is considered. Its discretization in the framework of the Mellin-Transform is described. The behavior of this transformation as a tool for space-frequency representation is compared to the Wigner Distribution on test images. Parameters measuring shape and orientation of local spectra are extracted from these representations, and illustrated on natural textures.

Keywords:
Discretization Wavelet transform Continuous wavelet transform Transformation (genetics) Representation (politics) Wavelet Texture (cosmology) Artificial intelligence Discrete wavelet transform Orientation (vector space) Stationary wavelet transform Computer science Space (punctuation) Harmonic wavelet transform Pattern recognition (psychology) Computer vision Mathematics Mathematical analysis Image (mathematics) Geometry

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Topics

Medical Image Segmentation Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image Processing and 3D Reconstruction
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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