| Deinterlacing using hierarchical motion analysis | |
| Huang, Qian1,2; Zhao, Debin3; Ma, Siwei4; Gao, Wen4; Sun, Huifang5 | |
| 刊名 | Ieee transactions on circuits and systems for video technology
 |
| 2010-05-01 | |
| 卷号 | 20期号:5页码:673-686 |
| 关键词 | Deinterlacing Hierarchical motion analysis Motion consistency Noise model |
| ISSN号 | 1051-8215 |
| DOI | 10.1109/tcsvt.2010.2045807 |
| 通讯作者 | Huang, qian(qhuang@jdl.ac.cn) |
| 英文摘要 | A motion-compensated deinterlacing scheme based on hierarchical motion analysis is presented. according to deinterlacing steps, our contribution can be divided into four parts: motion estimation, motion state analysis, motion consistency analysis, and finer-grained interpolation. in motion estimation, we introduce a gaussian noise model for choosing the best motion vector for each block, and make a tradeoff between utilizing previous de-interlaced frames and avoiding error propagation. a directional interpolation method is also introduced in this part for backward fields. in motion state analysis, we define two motion states for each pixel, thus achieve a compromise between traditional block-based strategies and the extreme pixel-based case. in motion consistency analysis, we propose to measure both the motion vector consistency and the motion state consistency in order to determine whether the previous two parts should be performed again with a different block size. in finer-grained interpolation, we utilize a combination of recursive median filters to generate the final results. experimental results show that all of the proposed techniques are effective, either objectively or subjectively. as a result, we can achieve much higher image quality, with an average gain of about 1.83 db in terms of peak signal-to-noise ratio. moreover, the increased computation complexity is marginal. |
| WOS关键词 | RATE UP-CONVERSION ; INTERPOLATION ; EFFICIENT ; ALGORITHM ; COMPENSATION ; SYSTEM ; MODEL |
| WOS研究方向 | Engineering |
| WOS类目 | Engineering, Electrical & Electronic |
| 语种 | 英语 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| WOS记录号 | WOS:000277500900005 |
| 内容类型 | 期刊论文 |
| URI标识 | http://www.corc.org.cn/handle/1471x/2405714 |
| 专题 | 中国科学院大学 |
| 通讯作者 | Huang, Qian |
| 作者单位 | 1.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Grad Univ, Beijing 100049, Peoples R China 3.Harbin Inst Technol, Dept Comp Sci, Harbin 150001, Peoples R China 4.Peking Univ, Sch Elect Engn & Comp Sci, Inst Digital Media, Beijing 100871, Peoples R China 5.Mitsubishi Elect Res Labs, Cambridge, MA 02139 USA |
| 推荐引用方式 GB/T 7714 | Huang, Qian,Zhao, Debin,Ma, Siwei,et al. Deinterlacing using hierarchical motion analysis[J]. Ieee transactions on circuits and systems for video technology,2010,20(5):673-686. |
| APA | Huang, Qian,Zhao, Debin,Ma, Siwei,Gao, Wen,&Sun, Huifang.(2010).Deinterlacing using hierarchical motion analysis.Ieee transactions on circuits and systems for video technology,20(5),673-686. |
| MLA | Huang, Qian,et al."Deinterlacing using hierarchical motion analysis".Ieee transactions on circuits and systems for video technology 20.5(2010):673-686. |
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