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基于ORB的镜头边界检测算法

唐剑琪 谢林江 袁庆生 张冬明 包秀国 郭薇

通信学报Issue(11):184-190,7.
通信学报Issue(11):184-190,7.DOI:10.3969/j.issn.1000-436x.2013.11.021

基于ORB的镜头边界检测算法

Shot boundary detection algorithm based on ORB

唐剑琪 1谢林江 2袁庆生 1张冬明 3包秀国 1郭薇4

作者信息

  • 1. 国家计算机网络应急技术处理协调中心,北京 100029
  • 2. 北京邮电大学 信息与通信工程学院,北京 100876
  • 3. 中国科学院 计算技术研究所,北京 100190
  • 4. 工业和信息化部电信研究院,北京 100191
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摘要

Abstract

The existing algorithms of SBD show low robustness when there exist camera or object movements, light changes in the scene. An SBD algorithm based on ORB was proposed in order to effectively deal with these changes, in which shot boundary was located by computing the matching degree of ORB descriptor between adjacent images. In the detection process, the matching number and matching rate of the feature points were used to describe the characteristics of shot boundary, and the similarity degree curve was used to represent the relationship between image frames. Experi-ment results show that the proposed algorithm is effective to solve false and miss detection caused by the above problems, with a sharp rise in procession speed.

关键词

视频/镜头边界检测/局部特征/ORB

Key words

video/shot boundary detection/local features/ORB

分类

信息技术与安全科学

引用本文复制引用

唐剑琪,谢林江,袁庆生,张冬明,包秀国,郭薇..基于ORB的镜头边界检测算法[J].通信学报,2013,(11):184-190,7.

基金项目

国家自然科学基金资助项目(61273247,61271428)@@@@The National Natural Science Foundation of China(61273247,61271428) (61273247,61271428)

通信学报

OA北大核心CSCDCSTPCD

1000-436X

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