Hardwood species classification with DWT based hybrid texture feature extraction techniques

DOI10.1007/S12046-015-0441-ZzbMath1339.94015OpenAlexW2216531272MaRDI QIDQ301833

Arvind R. Yadav, Sangeeta Gupta, M. L. Dewal, R. Sai Anand

Publication date: 1 July 2016

Published in: Sādhanā (Search for Journal in Brave)

Full work available at URL: https://www.ias.ac.in/describe/article/sadh/040/08/2287-2312

zbMATH Keywords

discrete wavelet transformfirst-order statisticshybrid texture featureslinear SVMlocal binary patternRBF kernel SVM

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Application of orthogonal and other special functions (94A11)

Related Items (1)

A new multi-level radial difference encoded pattern for image classification and retrieval

Uses Software

• LIBSVM
• LIBLINEAR

Cites Work

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• The structure of images
• Description of interest regions with local binary patterns
• Support-vector networks
• A theory for multiresolution signal decomposition: the wavelet representation
• Descent on elliptic curves and Hilbert’s tenth problem
• Rotation-Invariant Image and Video Description With Local Binary Pattern Features
• Random forests
• On the learnability and design of output codes for multiclass problems

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