An adaptive motion-compensated approach for video deinterlacing

被引:10
作者
Trocan, Maria [1 ]
Mikovicova, Beata [1 ]
Zhanguzin, Daulet [2 ]
机构
[1] Inst Super Elect Paris, F-75006 Paris, France
[2] Nanyang Technol Univ, Singapore, Singapore
关键词
Video deinterlacing; Motion-based interpolation; Edge detection; ALGORITHM; EFFICIENT; INTERPOLATION; TELEVISION;
D O I
10.1007/s11042-011-0845-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Deinterlacing, defined as the process of converting a stream of interlaced frames into a sequence of progressive frames, represents a key feature in video processing. The interlaced video format, introduced by the old analog television transmission systems as a trade-off between framerate and bandwidth capacity, has become obsolete nowadays, when all transmissions are digital. Moreover, almost all recent displays-whether LCD or plasma-require progressive video input, whereas much of the available video content is in interlaced format. In this paper an adaptive, edge-preserving motion-compensated approach for video deinterlacing is proposed. The algorithm preserves strong edges and interpolates the missing pixels along the contours depending on the motion-degree of the region to which they belong. Our proposal is optimized to lower heavy computation, which is the main drawback of motion-compensated deinterlacing algorithms. Therefore it provides complexity scalability as a trade-off tool between performance and computation time. Experiments demonstrate a significant gain in reconstruction quality as compared to other deinterlacing implementations.
引用
收藏
页码:819 / 837
页数:19
相关论文
共 44 条
[1]  
Bellers E. B., 2006, 2006 Digest of Technical Papers. International Conference on Consumer Electronics, P181, DOI 10.1109/ICCE.2006.1598370
[2]   Performance analysis of motion-compensated de-interlacing systems [J].
Biswas, Mainak ;
Kumar, Sanjeev ;
Nguyen, Truong Q. .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2006, 15 (09) :2596-2609
[3]   Fuzzy Motion-Adaptive Interpolation With Picture Repetition Detection for Deinterlacing [J].
Brox, Piedad ;
Baturone, Iluminada ;
Sanchez-Solano, Santiago .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2009, 58 (09) :2952-2958
[5]   Adaptive Arbitration of Intra-Field and Motion Compensation Methods for De-interlacing [J].
Chang, Joonyoung ;
Kim, Young Duk ;
Shin, Gun Shik ;
Kang, Moon Gi .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2009, 19 (08) :1214-1220
[6]  
Chen MJ, 2004, IEEE T CONSUM ELECTR, V50, P1202
[7]   Efficient deinterlacing algorithm using edge-based line average interpolation [J].
Chen, T ;
Wu, HR ;
Yu, ZH .
OPTICAL ENGINEERING, 2000, 39 (08) :2101-2105
[8]   True Motion-Compensated De-Interlacing Algorithm [J].
Chen, Ying-Ru ;
Tai, Shen-Chuan .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2009, 19 (10) :1489-1512
[9]  
Choi YJ, 2009, IEEE IMAGE PROC, P393, DOI 10.1109/ICIP.2009.5414461
[10]   An MRF-Based DeInterlacing Algorithm With Exemplar-Based Refinement [J].
Dai, Shengyang ;
Baker, Simon ;
Kang, Sing Bing .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2009, 18 (05) :956-968