Title :
Video de-interlacing method based-on optical flow
Author :
Chong Wang ; Rong Huang ; Weiwei Miao ; Junfeng Zhao ; Jinling He
Author_Institution :
Jiangsu Electr. Power Inf. & Telecommun. Co., Nanjing, China
Abstract :
This paper proposes to improve the accuracy of motion vectors for video de-interlacing by selectively using optical flow results to assist the traditional block-based motion estimation used in video codec. Firstly, a framework for performance evaluation is proposed so that the subjective performance of de-interlacing will not matter in applications such as video compression. Then pre-filtering is performed to remove potential noise, and a hierarchical structure is introduced for same-parity field pictures or opposite-parity field pictures to get more reliable optical flow results for compression. Finally the optical flow results are used to improve the accuracy of block-based methods for each partition of the to-be-interpolated image and the final motion vectors are determined. Experimental results show that the proposed solution can achieve both better peak signal-to-noise ratio (PSNR) performance for video de-interlacing and higher coding efficiency for interlaced videos.
Keywords :
image sequences; motion estimation; reliability; video coding; PSNR performance; block-based motion estimation; hierarchical structure; interlaced video; interpolated image; motion vector; noise removal; opposite-parity field picture; optical flow reliability; peak signal-to-noise ratio; performance evaluation; prefiltering; same-parity field picture; video codec; video compression; video deinterlacing method; De-interlacing; motion estimation; optical flow; video compression;
Conference_Titel :
Wireless Communications & Signal Processing (WCSP), 2012 International Conference on
Conference_Location :
Huangshan
Print_ISBN :
978-1-4673-5830-9
Electronic_ISBN :
978-1-4673-5829-3
DOI :
10.1109/WCSP.2012.6543013