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Efficient approach to extraction of texture browsing descriptor in MPEG-7

Efficient approach to extraction of texture browsing descriptor in MPEG-7

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© The Institution of Engineering and Technology
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An efficient method for extracting the texture browsing descriptor (TBD) of MPEG-7 using the nonlinear modified discrete Radon transform is proposed. Results show that the proposed method is very fast and extracts the components of TBD efficiently.

Inspec keywords: image texture; Radon transforms; feature extraction

Other keywords: nonlinear modified discrete Radon transform; texture browsing descriptor; MPEG-7

Subjects: Optical, image and video signal processing; Computer vision and image processing techniques; Integral transforms; Integral transforms

References

    1. 1)
      • B.S. Manjunath , P. Wu , S. Newsam , H.D. Shin . A texture descriptor for browsing and similarity retrieval. Signal Process., Image Commun. , 1 , 33 - 43
    2. 2)
      • ISO/IEC/JTC1/SC29/WG11, Doc. N4063, March 2001.
    3. 3)
      • Hejazi, M.R., Shevlyakov, G., Ho, Y.S.: `Modified discrete Radon transforms and their application to rotation-invariant image analysis', 8thIEEE MMSP, October 2006, p. 429–434.
    4. 4)
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