A novel neural network based image descriptor for texture classification

DOI10.1016/j.physa.2019.04.191OpenAlexW2937800999WikidataQ128055628 ScholiaQ128055628MaRDI QIDQ2160085

Turker Tuncer, Fatih Ertam, Sengul Dogan

Publication date: 2 August 2022

Published in: Physica A (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.physa.2019.04.191

zbMATH Keywords

classificationpattern recognitiontexture recognitiontexture analysisfeed forward textural feature extraction

Mathematics Subject Classification ID

Statistical mechanics, structure of matter (82-XX)

Uses Software

• Matlab
• JAFFE
• Outex
• PCANet

Cites Work

• Exploiting the synergy between fractal dimension and lacunarity for improved texture recognition
• Discrete Schroedinger transform for texture recognition
• Feature extraction on local jet space for texture classification
• Texture classification using non-Euclidean Minkowski dilation
• An efficient multiresolution texture classification scheme using neural networks
• PCANet: A Simple Deep Learning Baseline for Image Classification?

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