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Stagemix video generation using face and body keypoints detection

Authors
Jung, MinjoonLee, SeunghyunSim, Eun SeonJo, Min HoLee, Yu JinChoi, Hye BinKwon, Junseok
Issue Date
Nov-2022
Publisher
SPRINGER
Keywords
Pose estimation; Stagemix video; Video preprocessing
Citation
MULTIMEDIA TOOLS AND APPLICATIONS, v.81, no.27, pp 38531 - 38542
Pages
12
Journal Title
MULTIMEDIA TOOLS AND APPLICATIONS
Volume
81
Number
27
Start Page
38531
End Page
38542
URI
https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/57824
DOI
10.1007/s11042-022-13103-8
ISSN
1380-7501
1432-1882
Abstract
Playing multiple stage videos of a particular singer as if they are one is called Stagemix video. The consumption of video media has increased recently, and the demand for video editing has also increased. Stagemix videos have gained popularity in various communities, and a number of YouTubers who upload videos with cross-cuts are appearing. In this work, we introduce a novel task, Stagemix video generation. Stagemix video generation requires considerable time and skillful editing skills. To address this, we suggest a method of auto-generating Stagemix video, a novel technique that plays multiple stage videos of a particular singer as if they are one. Our novel methods automatically generate a Stagemix video and improve performance with face or body keypoints which is extracted by CNN-based extractor. Quantitative differences between frames and creation time show that our methods effectively produce a natural video.
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소프트웨어대학 (소프트웨어학부)
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