Abstract
To convert an interlaced video into a progressive one effectively, de-interlacing techniques have been developed. However, existing de-interlacing techniques can not perfectly remove high frequency alias components inherently existing in the interlaced video. In this paper, based on the theory of POCS, we propose a video enhancement technique to improve the visual quality of de-interlaced video. We introduce novel constraint sets that are suitable for the characteristics of de-interlaced video and derive the projection operators for those sets. These projection operators using multiframes can reduce high frequency alias components of the de-interlaced video effectively. Extensive computer simulations show that the proposed method significantly improve the quality of the de-interlaced video by restoring the meaningful frequency information of the original progressive video.
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References
Haavisto, P., Neuvo, Y., Juhola, J.: Motion adaptive scan rate up-conversion. Multidimensional Systems and Signal Processing 3, 1113–1130 (1992)
Lee, M.H., Kim, J.H., Lee, J.S., Ryu, K.K., Song, D.I.: A new algorithm for interlaced to progressive scan conversion based on directional correlations ant its IC design. IEEE Trans. on Consumer Electronics 40, 119–129 (1994)
Kwon, S.K., Seo, K.S., Kim, J.K., Kim, Y.G.: A motion-adaptive de-interlacing method. IEEE Trans. on Consumer Electronics 38, 145–149 (1992)
Wang, F.M., Anastassiou, D., Netravali, A.N.: Time-recursive deinterlacing for idtv and pyramid coding. Signal Process.: Image Commun., 365–374 (1990)
Jung, Y.Y., Choi, B.T., Park, Y.J., Ko, S.J.: An effective de-interlacing technique using motion compensated interpolation. IEEE Trans. on Consumer Electronics 46, 460–466 (2000)
Youla, D., Webb, H.: Image restoration by the method of convex projections: Part I-Theory. IEEE Trans. on Medical Imaging MI-1, 81–94 (1982)
Yang, Y., Galatsanos, N.P., Katsaggelos, A.K.: Projection-based spatially adaptive reconstruction of block-transform compressed images. IEEE Trans. on Image Processing 4, 896–908 (1995)
Zakhor, A.: Iterative procedures for reduction of blocking effects in transform image coding. IEEE Trans. on Circuits Syst. Video Technol. 2, 91–95 (1992)
Paek, H., Kim, R.C., Lee, S.U.: On the POCS-based postprocessing technique to reduce the blocking artifacts in transform coded images. IEEE Trans. on Circuits Syst. Video Technol. 8, 358–367 (1998)
Sugiyama, K., Nakamura, H.: A method of de-interlacing with motion compensated interpolation. IEEE Trans. on Consumer Electronics 45, 611–616 (1999)
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© 2003 Springer-Verlag Berlin Heidelberg
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Choi, KS., Cho, JK., Hwang, MC., Ko, SJ. (2003). POCS-Based Enhancement of De-interlaced Video. In: Yazıcı, A., Şener, C. (eds) Computer and Information Sciences - ISCIS 2003. ISCIS 2003. Lecture Notes in Computer Science, vol 2869. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39737-3_83
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DOI: https://doi.org/10.1007/978-3-540-39737-3_83
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-20409-1
Online ISBN: 978-3-540-39737-3
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