Abstract
In this paper, we present the outline and the formulation of an interpolation technique for designing video deinterlacing by employing a modified Sobel mask integrated with a simple fuzzy edge direction detection algorithm. A linear interpolation is used to interpolate the non-direction-designated regions and a weightedaverage method is used to interpolate the direction-designated regions along edge directions. The fuzzy if-then rules are utilized to carry out the determining edge direction. Experimental results have shown a low interpolation error, in comparison with other broadly used video deinterlacing algorithms.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Jack, K.: Video demystified - A handbook for the digital engineer, 4th edn. Elsevier, Jordan Hill (2005)
Bellers, E.B., De Haan, G.: De-interlacing: a key technology for scan rate conversion. Elsevier, Amsterdam (2000)
Thomas, G.: A comparison of motion-compensated interlace-to-progressive conversion methods. Signal Process.: Image Commun. 12, 209–229 (1998)
Tekalp, A.M.: Digital Video Processing. Prentice-Hall, Englewood Cliffs (1995)
Wang, Y., Ostermann, J., Zhang, Y.-Q.: Video Processing and Communications. Prentice-Hall, Englewood Cliffs (2002)
Bhatt, B., Templin, F., Cavallerano, A., Gornstein, V., Hogstrom, B., Derovanessian, H., Lamadrid, S., Mailhot, J.: Grand alliance HDTV multi-format scan converter. IEEE Trans. Cons. Elect. 41(4), 1020–1031 (1995)
De Haan, G., Bellers, E.B.: De-interlacing of video data. IEEE Trans. Cons. Elect. 43(3), 819–825 (1997)
Mohammadi, H.M., Langlois, P., Savaria, Y.: A five-field motion compensated deinterlacing method based on vertical motion. IEEE Trans. Cons. Elect. 53(3), 1117–1124 (2007)
Sugiyama, K., Nakamura, H.: A method of de-interlacing with motion compensation interpolation. IEEE Trans. Cons. Elect. 45(3), 611–616 (1999)
Doyle, T.: Interlaced to sequential conversion for EDTV applications. In: Proc. 2nd Int. Workshop Signal Processing of HDTV, Feburary 1990, pp. 412–430 (1990)
Chen, T., Wu, H.R., Yu, Z.H.: Efficient deinterlacing algorithm using edge-based line average interpolation. Opt. Eng. 39(8), 2101–2105 (2000)
Kim, W., Jin, S., Jeong, J.: Novel intra deinterlacing algorithm using content adaptive interpolation. IEEE Trans. Cons. Elect. 53(3), 1036–1043 (2007)
Yoo, H., Jeong, J.: Direction-oriented interpolation and its application to de-interlacing. IEEE Trans. Cons. Elect. 48(4), 954–962 (2002)
Park, M.K., Kang, M.G., Nam, K., Oh, S.G.: New edge dependent deinterlacing algorithm based on horizontal edge pattern. IEEE Trans. Cons. Elect. 49(4), 1508–1512 (2003)
Chen, P.-Y., Lai, Y.-H.: A low-complexity interpolation method for deinterlacing. IEICE Trans. Inf. and Syst. E90-D(2) (Feburary 2007)
Lee, D.-H.: A new edge-based intra-field interpolation method for deinterlacing using locally adaptive-thresholded binary image. IEEE Trans. Cons. Elect. 54(1), 110–115 (2008)
Michaud, F., Le Dinh, C.T., Lachiver, G.: Fuzzy detection of edge-direction for video line doubling. IEEE Trans. Circuits and Syst. Video Technol. 7(3), 539–542 (1997)
Jeon, G., Jeong, J.: Fuzzy rule and Bayesian network based line interpolation for video deinterlacing. IEICE Trans. Commun. E90-B(6), 1495–1507 (2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Jeon, G., Fang, Y., Lee, K., Jung, M.Y., Lee, R., Jeong, J. (2009). Video Deinterlacing Algorithm Based on Fuzzy Reasoning with Angle Extraction Approach. In: Damiani, E., Jeong, J., Howlett, R.J., Jain, L.C. (eds) New Directions in Intelligent Interactive Multimedia Systems and Services - 2. Studies in Computational Intelligence, vol 226. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02937-0_34
Download citation
DOI: https://doi.org/10.1007/978-3-642-02937-0_34
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-02936-3
Online ISBN: 978-3-642-02937-0
eBook Packages: EngineeringEngineering (R0)