高动态舞蹈视频中特定动作片段检索系统设计Design of retrieval system for specific action fragments in high-dynamic dance video
李丁辛
摘要(Abstract):
为了实现高动态舞蹈视频的分析和管理,需要对视频中特定动作片段检索系统设计方法进行研究。当前基于镜头内容的高动态舞蹈视频特定动作片段检索系统设计方法存在检索效率较低的问题。为了减少检索系统运行时间,提高查准率,提出一种基于相似性计算的高动态舞蹈视频特定动作片段检索系统设计方法。首先对高动态舞蹈视频中特定动作片段的背景进行初始化处理和更新,获取特定动作片段前景图像,实现其特征检测;然后依据特征检测结果,计算特定动作片段的密度分布、紧密程度和离散程度,以及特定动作片段的活跃块比率和它们之间的相似性;最后在此基础上设计特定动作片段的检索系统框架。实验结果分析证明,所提方法能够提高查全率和查准率,且减少了检索系统运行时间。
关键词(KeyWords): 高动态舞蹈视频;相似性计算;初始化处理;离散程度计算;特定动作片段;检索系统设计
基金项目(Foundation):
作者(Author): 李丁辛
DOI: 10.16652/j.issn.1004-373x.2018.05.022
参考文献(References):
- [1]梁俊杰,熊亚军,余敦辉.一种基于本体的视频检索技术研究[J].计算机工程与科学,2015,37(10):1940-1946.LIANG Junjie,XIONG Yajun,YU Dunhui.A video retrieval technique based on ontology[J].Computer engineering and science,2015,37(10):1940-1946.
- [2]鲁建飞,谢振平,刘渊,等.融合多重Bayesian决策的多视角视频车辆快速检索算法[J].小型微型计算机系统,2015,36(5):1122-1126.LU Jianfei,XIE Zhenping,LIU Yuan,et al.Multi-view video vehicles fast retrieval algorithm integration of multiple Bayesian decision-making[J].Journal of Chinese computer systems,2015,36(5):1122-1126.
- [3]杨曼,何鹏,齐怀琴,等.基于Map/Reduce的海量视频图像检索系统设计[J].电视技术,2015,39(4):33-36.YANG Man,HE Peng,QI Huaiqin,et al.Huge amounts of video image retrieval technology research based on Map/Reduce[J].Video engineering,2015,39(4):33-36.
- [4]余时强,张铮,张为华.近似重复视频检索方法研究[J].电子技术应用,2016,42(5):24-26.YU Shiqiang,ZHANG Zheng,ZHANG Weihua.Research of near-duplicate video retrieval[J].Application of electronic technique,2016,42(5):24-26.
- [5]袁庆升,张冬明,靳国庆,等.视频检索中图像信息量度量[J].通信学报,2016,37(2):80-87.YUAN Qingsheng,ZHANG Dongming,JIN Guoqing,et al.Image information measurement for video retrieval[J].Journal on communications,2016,37(2):80-87.
- [6]于萧榕,席屏,黄健荣.监控系统预警视频的分布式检索设计与实现[J].计算机测量与控制,2015,23(7):2511-2514.YU Xiaorong,XI Ping,HUANG Jianrong.Design and implementation of distributed retrieval in video monitoring system[J].Computer measurement&control,2015,23(7):2511-2514.
- [7]张波,王颖.大数据视频图像关键帧的检索模型优化仿真[J].计算机仿真,2016,33(9):446-449.ZHANG Bo,WANG Ying.Big data video image retrieval model optimization simulation of key frames[J].Computer simulation,2016,33(9):446-449.
- [8]梁曼,徐肖豪,周建,等.基于粗糙集的航路飞行冲突智能解脱系统案例检索方法[J].科学技术与工程,2015,15(3):289-294.LIANG Man,XU Xiaohao,ZHOU Jian,et al.Fuzzy rough set based case retrieval in automated en-route flights conflict resolution CBR system[J].Science technology and engineering,2015,15(3):289-294.
- [9]伍振兴,曾令伟,汪文彬.基于概念格特征分区的多源信息检索优化[J].科技通报,2015,31(8):174-176.WU Zhenxing,ZENG Lingwei,WANG Wenbin.Optimization of multi-source information retrieval based on concept lattice feature partition[J].Bulletin of science and technology,2015,31(8):174-176.
- [10]庞敏.基于Web的电子产品信息分布式检索系统的设计与实现[J].电子设计工程,2016,24(21):82-84.PANG Min.The design and implementation of electronic product information retrieval system based on Web[J].Electronic design engineering,2016,24(21):82-84.