CASIA OpenIR  > 模式识别实验室
Context-Aware Talking-Head Video Editing
Songlin Yang1; Wei Wang2; Jun Ling3; Bo Peng2; Xu Tan4; Jing Dong2
Conference Namethe 31th ACM International Conference on Multimedia
Conference Date2023.10.29-2023.11.2
Conference Place加拿大渥太华
Author of Sourcett
Publication Placett

Talking-head video editing aims to efficiently insert, delete, and
editor. The key challenge for this task is obtaining an editing model
that generates new talking-head video clips which simultaneously
have accurate lip synchronization and motion smoothness. Pre-
vious approaches, including 3DMM-based (3D Morphable Model)
methods and NeRF-based (Neural Radiance Field) methods, are sub-
optimal in that they either require minutes of source videos and
days of training time or lack the disentangled control of verbal (e.g.,
lip motion) and non-verbal (e.g., head pose and expression) repre-
sentations for video clip insertion. In this work, we fully utilize the
video context to design a novel framework for talking-head video
editing, which achieves efficiency, disentangled motion control, and

Indexed ByEI
Sub direction classification多模态智能
planning direction of the national heavy laboratory可解释人工智能
Paper associated data
Document Type会议论文
Corresponding AuthorWei Wang
Affiliation1.University of Chinese Academy of Sciences
2.Institute of Automation, Chinese Academy of Sciences Beijing, China
3.Shanghai Jiao Tong University Shanghai, China
4.Microsoft Research Asia Beijing, China
Corresponding Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Songlin Yang,Wei Wang,Jun Ling,et al. Context-Aware Talking-Head Video Editing[C]//tt. tt:tt,2023.
Files in This Item: Download All
File Name/Size DocType Version Access License
MM_2023_Context-Awar(1657KB)会议论文 开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Songlin Yang]'s Articles
[Wei Wang]'s Articles
[Jun Ling]'s Articles
Baidu academic
Similar articles in Baidu academic
[Songlin Yang]'s Articles
[Wei Wang]'s Articles
[Jun Ling]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Songlin Yang]'s Articles
[Wei Wang]'s Articles
[Jun Ling]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: MM_2023_Context-Aware Talking-Head Video Editing_.pdf
Format: Adobe PDF
All comments (0)
No comment.

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.