Open Access Journal

ISSN : 2394-6849 (Online)

International Journal of Engineering Research in Electronics and Communication Engineering(IJERECE)

Monthly Journal for Electronics and Communication Engineering

Open Access Journal

International Journal of Engineering Research in Electronics and Communication Engineering(IJERECE)

Monthly Journal for Electronics and Communication Engineering

ISSN : 2394-6849 (Online)

Video Sequence Matching Based on the Invariance of Colour Correlation with SVM

Author : Renjini.R 1 Kavitha N Nair 2

Date of Publication :7th January 2015

Abstract: Video sequence matching aims to locate a query video clip in a video database. It plays an important role in reducing storage redundancy and detecting video copies for copyright protection. Here, we propose an effective method for video sequence matching based on the invariance of color correlation. The proposed method first splits each key frame into non overlapping blocks. For each block, we sort the red, green, and blue color components according to their average intensities, and use the percentage of the color correlation to generate a frame feature with a small size. Finally, the resulting video feature is made up of the consecutive frame features, which is demonstrated to be robust against most typical video content-preserving operations, including geometric distortion, blurring, noise contamination, contrast enhancement, and strong re-encoding. The experimental results show that the proposed method outperforms the existing methods in the literature, as well as the method based on the traditional color histogram. Use of Multi-SVM will increase the accuracy of video sequence matching. Furthermore, space complexity of our algorithm is satisfactory, which are very important for many real time applications.

Reference :

  1. [1] F. Hartung and M. Kutter, “Multimedia watermarking techniques,” Proc. IEEE, vol. 87, no. 7, pp. 1079–1107, Jul. 1999.

    [2] Y. Li and R. H. Deng, “Publicly verifiable ownership protection for relational databases,” in Proc. ACM Symp Inform. Computer Communication Security, 2006, p. 78– 89

    [3] X. Kang, J. Huang, and W. Zeng, “Efficient general print-scanning Resilient data hiding based on uniform logpolar mapping,” IEEE Trans. Inf. Forensics Security, vol. 5, no. 1, pp. 1–12, Mar. 2010

    [4] A. Joly, O. Buisson, and C. Frelicot, “Content-based copy retrieval using distortion-based probabilistic similarity search,” IEEE Trans. Multimedia, vol. 9, no. 2, pp. 293–306, Feb. 2007.

    [5] E. Chang, J. Wang, C. Li, and G. Wiederhold, “RIME: A replicated image daetector for the world-wide web,” Proc. SPIE Multimedia Storage Archiv. Syst., vol. 3527, pp. 58– 67, Nov. 1998.

    [6] R. Mohan, “Video sequence matching,” in Proc. IEEE Int. Conf. Acoust. Speech Signal Process., vol. 6. May 1998, pp. 3697–3700.

    [7] C. Kim and B. Vasudev, “Spatiotemporal sequence matching for efficient video copy detection,” IEEE Trans. Circuits Syst. Video Technol., vol. 15, no.1, pp. 127–132, Jan. 2005.

    [8] L. Gao, Z. Li, and A. Katsaggelos, “An efficient video indexing and retrieval algorithm using the luminance field trajectory modeling,” IEEE Trans. Circuits Syst. Video Technol., vol. 19, no. 10, pp. 1566–1570, Oct. 2009.

    [9] P. Brasnett, S. Paschalakis, and M. Bober, “Recent developments onstandardization of MPEG-7 visual signature tools,” in Proc. IEEE Int. Conf. Multimedia Expo., Sep. 2010, pp. 1347–1352.

    [10] D. G. Lowe, “Distinctive image features from scaleinvariant keypoints,” Int. J. Comput. Vision, vol. 60, no. 2, pp. 91–110, Nov. 2004.

    [11] M. Heikkil¨a, M. Pietik¨ainen, and C. Schmid, “Description of interest regions with local binary patterns,” Pattern Recognit., vol. 42, no. 3, pp. 425–436, Mar. 2009.

    [12] Y. Caspi, D. Simakov, and M. Irani, “Feature-based sequence-tosequenc matching,” Int. J. Comput. Vision, vol. 68, no. 1, pp. 53–64, Mar. 2006. [13] B. Liu, Z. Li, M. Wang, and A. K. Katsaggelos, “Insequence video duplicate detection with fast point-to-line


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DOI : 10.36647/ijerece/0000