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A Hybrid Deep Learning Approach for Texture Analysis

Abstract · Mar 24, 2017 11:39 ·


Arxiv Abstract

  • Hussein Adly
  • Mohamed Moustafa

Texture classification is a problem that has various applications such as remote sensing and forest species recognition. Solutions tend to be custom fit to the dataset used but fails to generalize. The Convolutional Neural Network (CNN) in combination with Support Vector Machine (SVM) form a robust selection between powerful invariant feature extractor and accurate classifier. The fusion of experts provides stability in classification rates among different datasets.

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