OSA's Digital Library

Journal of Display Technology

Journal of Display Technology

| A JOINT IEEE/OSA PUBLICATION

  • Vol. 8, Iss. 3 — Mar. 1, 2012
  • pp: 121–126

Scene Change Detection Using Multiple Histograms for Motion-Compensated Frame Rate Up-Conversion

Suk-Ju Kang, Sung In Cho, Sungjoo Yoo, and Young Hwan Kim

Journal of Display Technology, Vol. 8, Issue 3, pp. 121-126 (2012)


View Full Text Article

Acrobat PDF (1551 KB)





Browse Journals / Lookup Meetings

Browse by Journal and Year


   


Lookup Conference Papers

Close Browse Journals / Lookup Meetings

Article Tools

Share
Citations
  • Export Citation/Save Click for help

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

Citation
Suk-Ju Kang, Sung In Cho, Sungjoo Yoo, and Young Hwan Kim, "Scene Change Detection Using Multiple Histograms for Motion-Compensated Frame Rate Up-Conversion," J. Display Technol. 8, 121-126 (2012)
http://www.opticsinfobase.org/jdt/abstract.cfm?URI=jdt-8-3-121


Sort:  Year  |  Journal  |  Reset

References

  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).

Cited By

OSA is able to provide readers links to articles that cite this paper by participating in CrossRef's Cited-By Linking service. CrossRef includes content from more than 3000 publishers and societies. In addition to listing OSA journal articles that cite this paper, citing articles from other participating publishers will also be listed.

Next Article »

OSA is a member of CrossRef.

CrossCheck Deposited