Discriminating image textures with the multiscale two-dimensional complexity-entropy causality plane

DOI10.1016/j.chaos.2016.09.005zbMath1372.94377arXiv1609.01625OpenAlexW2514391657MaRDI QIDQ2410459

H. V. Ribeiro, Luciano Zunino

Publication date: 18 October 2017

Published in: Chaos, Solitons and Fractals (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1609.01625

zbMATH Keywords

entropycomplexityroughnessmultiscale analysistexture imagesordinal patterns probabilities

Mathematics Subject Classification ID

Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Measures of information, entropy (94A17)

Related Items (10)

Characterization of time series via Rényi complexity-entropy curves ⋮ A simple and fast representation space for classifying complex time series ⋮ Characterization of time series through information quantifiers ⋮ Study of architectural forms of invasive carcinoma based on the measurement of pattern complexity ⋮ A new parameter-free entropy based on fragment oscillation and its application in fault diagnosis ⋮ NF-CECP: a novel approach to distinguish signals with different properties via modified Fisher information measure ⋮ The complexity-entropy causality plane based on multiscale power spectrum entropy of financial time series ⋮ Complexity-based permutation entropies: from deterministic time series to white noise ⋮ A generalized permutation entropy for noisy dynamics and random processes ⋮ ordpy: A Python package for data analysis with permutation entropy and ordinal network methods

Cites Work

• Unnamed Item
• Multifractal and generalized dimensions of gray-tone digital images
• A comparative classification of complexity measures
• Feature extraction on local jet space for texture classification
• A robust algorithm for the fractal dimension of images and its applications to the classification of natural images and ultrasonic liver images
• Measures of statistical complexity: why?
• Analysis of symbolic sequences using the Jensen-Shannon divergence
• Divergence measures based on the Shannon entropy
• A NEW TWO-DIMENSIONAL COMPLEXITY MEASURE

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