节点文献

基于ViT的视频相似度评估及同源片段定位模型

Video similarity evaluation and homologous segment localization model based on ViT

  • 推荐 CAJ下载
  • PDF下载
  • 不支持迅雷等下载工具,请取消加速工具后下载。

【作者】 姜家皓张易诚康宇哲沈炜

【Author】 Jiang Jiahao;Zhang Yicheng;Kang Yuzhe;Shen Wei;School of Information Science and Engineering, Zhejiang Sci-tech University;School of Computer Science and Technology, Zhejiang Sci-tech University;

【通讯作者】 沈炜;

【机构】 浙江理工大学信息科学与工程学院浙江理工大学计算机科学与技术学院

【摘要】 视频版权问题面临巨大挑战。基于视频检索数据集CC_WEB_VIDEO与视频部分拷贝检测数据集VCDB,结合Vision Transformer、注意力机制等技术,对复杂时间、空间视频的相似性进行研究,提出基于ViT的视频细粒度相似性评估模型,使用基于图的视频重复片段定位算法定位同源片段,并在实验数据集上验证了该模型的有效性。

【Abstract】 Absrtact:Aiming at the great challenge of video copyright issues, based on video retrieval data set CC_WEB_VIDEO and video partial copy detection data set VCDB, combined with Vision Transformer, attention mechanism and other technologies, the similarity of complex spatiotemporal videos is studied, and a fine-grained video similarity evaluation model based on ViT is proposed. A graph-based video repeat segment localization algorithm is used to locate homologous segments, and the effectiveness of the model is verified on experimental data sets.

  • 【分类号】TP391.41
  • 【下载频次】1
节点文献中: 

本文链接的文献网络图示:

本文的引文网络