Browse > Article
http://dx.doi.org/10.6109/jkiice.2014.18.9.2209

Improvement of Direction-Oriented Interpolation for Deinterlacing  

Park, Do-Young (Department of Computer Science, Graduate School, Sangmyung University)
Lee, Yeonkyung (Department of Computer Science, Graduate School, Sangmyung University)
Yoo, Hoon (Department of Media Software, Sangmyung University)
Abstract
This paper presents, a deinterlacing method by improving the Direction-Oriented Interpolation (DOI) technique. The technique is considered to be a very strong tool for intrafield-based deinterlacing. However, DOI has some problems such as long processing time, wrong edge detection in periodic pattern. To remedy this problem, we replace the full search in DOI by a two-step search to reduce processing time and introduces two additional processes to improve image quality. In the proposed method, the spatial direction vectors (SDVs) misread data are reconsidered to prevent them utilizing in the next interpolation step, resulting in an accurate deinterlacing method. We conduct experiments with ISO experimental images to compare the proposed method with the existing methods including line evarage (LA), edge-based line averaging (ELA), DOI, selective deinterlacing algorithm (SDA). Experimental results show the proposed method gives better performance in objective and subjective quality than existing deinterlacing methods.
Keywords
Deinterlacing; Direction-Oriented Interpolation; Direction Vectors;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 J. Kovacevic, R.J. Safranek, and E.M. Yeh, "Deinterlacing by Successive Approximation," IEEE Transactions on Image Processing, vol. 6, no. 2, pp. 339-344, Feb. 1997.   DOI
2 S.F. Lin, Y.L. Chang, and L.G. Chen, "Motion Adaptive Interpolation with Horizontal Motion Detection for Deinterlacing," IEEE Transactions on Consumer Electronics, vol. 49, no. 4, pp. 1256-1265, Nov. 2003.   DOI   ScienceOn
3 M.K. Park, M.G. kang, K.C. Nam, and S.G. Oh, "New Edge Deinterlacing Algorithm Based on Horizontal Edge Pattern," IEEE Transactions on Consumer Electronics, vol. 49, no. 4, pp. 1508-1512, Nov. 2003.   DOI   ScienceOn
4 C. Ballester, M. Betralmio, V. Caselles, L.Garrido, A. Marques, and F. Ranchin, "An Inpainting-based Deinterlacing Mehod," IEEE Transactions on Image Processing, vol. 16, no. 10, pp. 2476-2491, Oct. 2007.   DOI
5 T. Doyle, "Interlaced to Sequential Conversion for EDTV Applications," in Proc. 2nd Int. Workshop Signal Processing of HDTV, pp. 412-430, Feb. 1998.
6 S.J Jin, W.K. Kim, J.C. Jeong, "Fine Directional Deinterlacing Algorithm Using Modified Sobel Operation," IEEE Consumer Electronics Society, vol. 54, no. 2, pp. 587-862, May 2008.   DOI
7 D.H. Lee, "A New Edge-based Intra-field Interpolation Method for Deinterlacing Using Locally Adaptive-thresholded Binary Image," IEEE Transactions on Consumer Electronics, vol. 54, no. 1, pp. 110-115, Feb. 2008.   DOI   ScienceOn
8 J. Wang, G.G Jeon and J.C. Jeong, "Deinterlacing Using Taylor Series Expansion and Polynomial Regression," IEEE Transactions on Circuits and Systems for Video Technology, vol. 23, no. 5, pp. 912-917, May 2013.   DOI
9 S.J. Park G.G Jeon and J.C. Jeong, "Deinterlacing Algorithm Using Edge Direction from Analysis of the DCT Coefficient Distribution," IEEE Transactions on Consumer Electronics, vol 55, no. 3, pp. 1674-1681, Aug. 2009.   DOI
10 D.-Y. Park and H. Yoo, "Shifted Linear Interpolation with an Image-Dependent Parameter," J. Korea Inst. Inf. Commun. Eng., Vol. 17, No. 10, pp. 2425-2430, Oct. 2013.   과학기술학회마을   DOI
11 T. Chen, H.R. Wu, and Z.H. Yu, "Efficient Deinterlacing Algorithm Using Edge-Based Line Average Interpolation," Optical Engineering, vol. 39, no. 8, pp. 2101-2105, Aug. 2000.   DOI   ScienceOn
12 M.-R. Ha and H. Yoo, "Determining of Weighting Factor for Two-Point Interpolation Filters," J. Korea Inst. Inf. Commun. Eng., Vol. 18, No. 3, pp. 706-712, Mar. 2014.   과학기술학회마을   DOI
13 H. Yoo, D. Yoon, and D. Kim "Decimation-interpolation structures for image communications and improvement using the lifting scheme," IEEE Trans. Consumer Electronics, vol. 56, no. 4, pp. 2669-2677, Nov. 2010.   DOI
14 B.-D. Choi and H. Yoo, "Design of piecewise weighted linear interpolation based on even-odd decomposition and its application to image resizing," IEEE Trans. Consumer Electronics, vol. 55, no. 4, pp. 2280-2286, Nov. 2009.   DOI   ScienceOn
15 Y. Shen, D. Zhang, Y. Zhang, and J. Li. "Motion Adaptive Deinterlacing of Video Data with Texture Detection, IEEE Trans. Consumer Electronics," vol. 52, no. 4, pp. 1403-1408, Nov. 2006.   DOI
16 W. Kim, S. Jin, J.C. Jeong, "Novel Intra Deinterlacing Algorithm Using Content Adaptive Interpolation," IEEE Trans. Consumer Electronics, vol. 53, no. 3, pp. 1036-1043, Aug. 2007.   DOI   ScienceOn
17 H. Yoo and J.C. Jeong, "Directional-Oriented Interpolation and its Application to Deinterlacing," IEEE Trans. Consumer Electronics, vol. 48, no. 4, pp.954-962, Nov. 2002.
18 D. Khvan, J.C. Jeong and G.G Jeon, "Intra-Field Selective Deinterlacing Algorithm Considering the Fine Edge Direction," IEEE SITIS 2012 8th Conference, pp. 884-890, Nov. 2012.