Self-Similar Anisotropic Texture Analysis: The Hyperbolic Wavelet Transform Contribution

Textures in images can often be well modeled using self-similar processes while they may simultaneously display anisotropy. The present contribution thus aims at studying jointly selfsimilarity and anisotropy by focusing on a specific classical class of Gaussian anisotropic selfsimilar processes. It...

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Veröffentlicht in:	IEEE transactions on image processing 2013-11, Vol.22 (11), p.4353-4363
Hauptverfasser:	Roux, Stephane G., Clausel, Marianne, Vedel, Beatrice, Jaffard, Stephane, Abry, Patrice
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Analytical models Anisotropic magnetoresistance Anisotropy anisotropy test Applied sciences bootstrap Computer Science Detection, estimation, filtering, equalization, prediction Discrete wavelet transforms Exact sciences and technology Functional Analysis gaussian fields hyperbolic wavelet transform Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Image Processing Imaging, Three-Dimensional - methods Information, signal and communications theory Mathematics Pattern Recognition, Automated - methods Reproducibility of Results rotation invariance scale invariance Self-similarity Sensitivity and Specificity Signal and communications theory Signal processing Signal, noise Subtraction Technique Telecommunications and information theory Wavelet Analysis
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