Texture Analysis Using Modified Discrete Radon Transform(Pattern Recognition)

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概要

• 論文の詳細を見る

• In this paper, we address the problem of the rotation-invariant texture analysis. For this purpose, we first present a modified version of the discrete Radon transform whose performance, including accuracy and processing time, is significantly better than the conventional transform in direction estimation and categorization of textural images. We then utilize this transform with a rotated version of Gabor filters to propose a new scheme for texture classification. Experimental results on a set of images from the Brodatz album indicate that the proposed scheme outperforms previous works.

• 社団法人電子情報通信学会の論文
• 2007-02-01

著者

• HO Yo-Sung

  Gwangju Institute of Science and Technology (GIST)

• Ho Yo‐sung

  Gwangju Institute Of Science And Technology (gist)

• HEJAZI Mahmoud

  Gwangju Institute of Science and Technology (GIST)

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