运动矢量处理中利用双向帧差进行运动补偿帧插值

Ai-Mei Huang, Truong Q. Nguyen
{"title":"运动矢量处理中利用双向帧差进行运动补偿帧插值","authors":"Ai-Mei Huang, Truong Q. Nguyen","doi":"10.1109/WOWMOM.2008.4594914","DOIUrl":null,"url":null,"abstract":"In this paper, we address the potential issues in bidirectional motion compensated frame interpolation when the received motion vector field is directly used. Based on this motion vector analysis, we therefore propose using bidirectional motion vector processing method to eliminate the ghost artifacts around the moving objects. The artifacts caused by large motion vector magnitude can be effectively removed by correcting motion vectors bidirectionally. Moreover, since the proposed motion vector selection process chooses the best motion vector from adjacent motion vectors, the computational complexity can be greatly reduced comparing to motion estimation. We also demonstrate how to obtain clearer object edges by allowing displacement adjustment during the bidirectional motion vector processing. Experimental results show that the proposed algorithm outperforms other methods in terms of visual quality.","PeriodicalId":346269,"journal":{"name":"2008 International Symposium on a World of Wireless, Mobile and Multimedia Networks","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2008-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"Motion vector processing using bidirectional frame difference in motion compensated frame interpolation\",\"authors\":\"Ai-Mei Huang, Truong Q. Nguyen\",\"doi\":\"10.1109/WOWMOM.2008.4594914\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we address the potential issues in bidirectional motion compensated frame interpolation when the received motion vector field is directly used. Based on this motion vector analysis, we therefore propose using bidirectional motion vector processing method to eliminate the ghost artifacts around the moving objects. The artifacts caused by large motion vector magnitude can be effectively removed by correcting motion vectors bidirectionally. Moreover, since the proposed motion vector selection process chooses the best motion vector from adjacent motion vectors, the computational complexity can be greatly reduced comparing to motion estimation. We also demonstrate how to obtain clearer object edges by allowing displacement adjustment during the bidirectional motion vector processing. Experimental results show that the proposed algorithm outperforms other methods in terms of visual quality.\",\"PeriodicalId\":346269,\"journal\":{\"name\":\"2008 International Symposium on a World of Wireless, Mobile and Multimedia Networks\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-06-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2008 International Symposium on a World of Wireless, Mobile and Multimedia Networks\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WOWMOM.2008.4594914\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 International Symposium on a World of Wireless, Mobile and Multimedia Networks","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WOWMOM.2008.4594914","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

摘要

在本文中,我们解决了当直接使用接收到的运动矢量场时双向运动补偿帧插值的潜在问题。基于这种运动矢量分析,我们提出了双向运动矢量处理方法来消除运动物体周围的伪影。通过对运动矢量进行双向校正,可以有效地去除运动矢量大的伪影。此外,由于所提出的运动矢量选择过程从相邻的运动矢量中选择最佳的运动矢量,与运动估计相比,可以大大降低计算复杂度。我们还演示了如何通过允许在双向运动矢量处理期间进行位移调整来获得更清晰的对象边缘。实验结果表明,该算法在视觉质量方面优于其他方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Motion vector processing using bidirectional frame difference in motion compensated frame interpolation
In this paper, we address the potential issues in bidirectional motion compensated frame interpolation when the received motion vector field is directly used. Based on this motion vector analysis, we therefore propose using bidirectional motion vector processing method to eliminate the ghost artifacts around the moving objects. The artifacts caused by large motion vector magnitude can be effectively removed by correcting motion vectors bidirectionally. Moreover, since the proposed motion vector selection process chooses the best motion vector from adjacent motion vectors, the computational complexity can be greatly reduced comparing to motion estimation. We also demonstrate how to obtain clearer object edges by allowing displacement adjustment during the bidirectional motion vector processing. Experimental results show that the proposed algorithm outperforms other methods in terms of visual quality.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信