Abstract

In this paper, we propose a new scene change detection method using multiple histograms. The proposed method produces multiple histograms of split blocks for consecutive frames. Then, it computes the optimal threshold value using automatic thresholding based on the Otsu method and decides whether the scene change occurs or not using the difference between threshold values in successive frames. In the experiments for the subjective evaluation, the proposed method correctly identified the scene change, thereby preventing interpolated frames with poor image quality due to block artifacts. In the objective evaluation using the F1 score, the proposed method improved the accuracy of the scene change detection by up to 0.461 compared with the benchmark methods.

© 2012 IEEE

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  1. T. Kurita, "Moving picture quality improvement for hold-type AM-LCDs," SID Int. Symp. Dig. Tech. Papers (2001) pp. 986-989.
  2. S.-J. Kang, S. Yoo, Y. H. Kim, "Dual motion estimation for frame rate up-conversion," IEEE Trans. Circuits Syst. Video Technol. 20, 1909-1914 (2010).
  3. S. J. Kang, K. R. Cho, Y. H. Kim, "Motion compensated frame rate up-conversion using extended bilateral motion estimation," IEEE Trans. Consumer Electron. 53, 1759-1767 (2007).
  4. G. Dane, T. Nguyen, "Motion vector processing for frame rate up conversion," Proc. 2004 IEEE Int. Conf. on Acoust., Speech, Signal Process. (2004) pp. 309-312.
  5. S.-J. Kang, D.-G. Yoo, S.-K. Lee, Y. H. Kim, "Multiframe-based bilateral motion estimation with emphasis on stationary caption processing for frame rate up-conversion," IEEE Trans. Consumer Electron. 54, 1830-1838 (2008).
  6. J. R. Kim, S. Suh, S. Sull, "Fast scene change detection for personal video recorder," IEEE Trans. Consumer Electron. 49, 683-688 (2003).
  7. H. Shu, L.-P. Chau, "A new scene change feature for video transcoding," Proc. IEEE Int. Symp. on Circuits Syst. (2005) pp. 4582-4585.
  8. A. Hampapur, R. Jain, T. Weymouth, "Digital video segmentation," Proc. ACM Multimedia 94 (1994) pp. 357-364.
  9. L. G. Shapiro, G. C. Stockman, Computer Vision (Prentice Hall, 2001).
  10. Y. Yang, X. Liu, "A re-examination of text categorization methods," Proc. 22nd Annu. Int. ACM SIGIR Conf. on Res. Develop. Inf. Retrieval (1999) pp. 42-49.
  11. G. Marchionini, G. Geisler, "The open video digital library," Digital Library Mag. 8, (2002).
  12. A. C. Loui, E. S. Pavie, Method for automatically classifying images into events U.S. Patent 6 606 411 (2003).
  13. J. A. Manico, J. R. Fredlund, A. C. Loui, Method for automatically organizing a digitized hardcopy media collection U.S. Patent 7 855 810 (2010).

2010 (1)

S.-J. Kang, S. Yoo, Y. H. Kim, "Dual motion estimation for frame rate up-conversion," IEEE Trans. Circuits Syst. Video Technol. 20, 1909-1914 (2010).

2008 (1)

S.-J. Kang, D.-G. Yoo, S.-K. Lee, Y. H. Kim, "Multiframe-based bilateral motion estimation with emphasis on stationary caption processing for frame rate up-conversion," IEEE Trans. Consumer Electron. 54, 1830-1838 (2008).

2007 (1)

S. J. Kang, K. R. Cho, Y. H. Kim, "Motion compensated frame rate up-conversion using extended bilateral motion estimation," IEEE Trans. Consumer Electron. 53, 1759-1767 (2007).

2003 (1)

J. R. Kim, S. Suh, S. Sull, "Fast scene change detection for personal video recorder," IEEE Trans. Consumer Electron. 49, 683-688 (2003).

2002 (1)

G. Marchionini, G. Geisler, "The open video digital library," Digital Library Mag. 8, (2002).

Digital Library Mag. (1)

G. Marchionini, G. Geisler, "The open video digital library," Digital Library Mag. 8, (2002).

IEEE Trans. Circuits Syst. Video Technol. (1)

S.-J. Kang, S. Yoo, Y. H. Kim, "Dual motion estimation for frame rate up-conversion," IEEE Trans. Circuits Syst. Video Technol. 20, 1909-1914 (2010).

IEEE Trans. Consumer Electron. (3)

S. J. Kang, K. R. Cho, Y. H. Kim, "Motion compensated frame rate up-conversion using extended bilateral motion estimation," IEEE Trans. Consumer Electron. 53, 1759-1767 (2007).

S.-J. Kang, D.-G. Yoo, S.-K. Lee, Y. H. Kim, "Multiframe-based bilateral motion estimation with emphasis on stationary caption processing for frame rate up-conversion," IEEE Trans. Consumer Electron. 54, 1830-1838 (2008).

J. R. Kim, S. Suh, S. Sull, "Fast scene change detection for personal video recorder," IEEE Trans. Consumer Electron. 49, 683-688 (2003).

Other (8)

H. Shu, L.-P. Chau, "A new scene change feature for video transcoding," Proc. IEEE Int. Symp. on Circuits Syst. (2005) pp. 4582-4585.

A. Hampapur, R. Jain, T. Weymouth, "Digital video segmentation," Proc. ACM Multimedia 94 (1994) pp. 357-364.

L. G. Shapiro, G. C. Stockman, Computer Vision (Prentice Hall, 2001).

Y. Yang, X. Liu, "A re-examination of text categorization methods," Proc. 22nd Annu. Int. ACM SIGIR Conf. on Res. Develop. Inf. Retrieval (1999) pp. 42-49.

G. Dane, T. Nguyen, "Motion vector processing for frame rate up conversion," Proc. 2004 IEEE Int. Conf. on Acoust., Speech, Signal Process. (2004) pp. 309-312.

A. C. Loui, E. S. Pavie, Method for automatically classifying images into events U.S. Patent 6 606 411 (2003).

J. A. Manico, J. R. Fredlund, A. C. Loui, Method for automatically organizing a digitized hardcopy media collection U.S. Patent 7 855 810 (2010).

T. Kurita, "Moving picture quality improvement for hold-type AM-LCDs," SID Int. Symp. Dig. Tech. Papers (2001) pp. 986-989.

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