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Image Copy Detection with Rotating Tolerance

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Book cover Computational Intelligence and Security (CIS 2005)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3801))

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Abstract

In 2003, Kim applied DCT technique to propose a content-based image copy detection method. He successfully detected the copies with or without modifications, and his method is the first that can detect the copies with water coloring and twirling modifications. However, Kim’s method can only detect copies modified with a 180 degree rotation. When copies are rotated by 90 or 270 degrees, Kim’s method fails to discover them. Also, his method can not deal with the copies with minor rotations like 1 degree or 5 degree rotation, and so on. To conquer this weakness, we apply ellipse track division strategy to extract the features and propose our methods. The experimental results confirm that our proposed method can successfully capture block features of an image even if it is rotated to any degree.

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References

  1. Chan, Y.K., Chang, C.C.: A Color Image Retrieval Method Based on Color Moment and Color Variance of Adjacent Pixels. International Journal on Pattern Recognition and Artificial Intelligence 16(1), 113–125 (2002)

    Article  Google Scholar 

  2. Chang, E.Y., Wang, J.Z., Li, C., Wiederhold, G.: RIME: A Replicated Image Detector for The World-Wide-Web. In: Proceedings of the SPIE Multimedia Storage and Archiving Systems, San Jose, CA, November 1998, vol. III (1998)

    Google Scholar 

  3. Hsu, W., Chua, T.S., Pung, H.K.: An Integrated Color-Spatial Approach to Content-Based Image Retrieval. In: Proceedings of the ACM Multimedia, San Francisco, CA, pp. 305–323 (1995)

    Google Scholar 

  4. Kim, C.: Content-based Image Copy Detection. Signal Processing Image Communication 18, 169–184 (2003)

    Article  Google Scholar 

  5. Kim, C.R., Chung, C.W.: A Multi-Step Approach for Partial Similarity Search in Large Image Data Using Histogram Intersection. Information and Software Technology 45, 203–215 (2003)

    Article  Google Scholar 

  6. Li, J., Wang, J.Z.: Automatic Linguistic Indexing of Pictures by a Statistiacal Modeling Approach. IEEE Transactions on Pattern Analysis and Machine Intelligence 25, 20 (2003)

    Google Scholar 

  7. Wang, J.Z., Li, J., Wiederhold, G.: SIMPLicity: Semanticssensitive Integrated Matching for Picture Libraries. IEEE Transactions on Pattern Analysis and Machine Intelligence 23(9), 947–963

    Google Scholar 

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© 2005 Springer-Verlag Berlin Heidelberg

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Wu, M., Lin, C., Chang, C. (2005). Image Copy Detection with Rotating Tolerance. In: Hao, Y., et al. Computational Intelligence and Security. CIS 2005. Lecture Notes in Computer Science(), vol 3801. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11596448_68

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  • DOI: https://doi.org/10.1007/11596448_68

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-30818-8

  • Online ISBN: 978-3-540-31599-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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