Body movement mimic - Video-based human body motion transfer

Body movement mimic - Video-based human body motion transfer

MagicAnimate is a powerful tool for generating videos from low-resolution inputs. However, the quality of the output videos can be compromised due to the complexity of different driving poses and the limitations of the model. This project proposes a pipeline to enhance the output videos from MagicAn...

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Bibliographic Details
Main Author: Wang, Sunmeng
Other Authors: Cham Tat Jen
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Computer and Information Science
Artificial intelligence
Online Access:https://hdl.handle.net/10356/177769
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-177769
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spelling sg-ntu-dr.10356-1777692024-05-31T15:39:02Z Body movement mimic - Video-based human body motion transfer Wang, Sunmeng Cham Tat Jen School of Computer Science and Engineering ASTJCham@ntu.edu.sg Computer and Information Science Artificial intelligence MagicAnimate is a powerful tool for generating videos from low-resolution inputs. However, the quality of the output videos can be compromised due to the complexity of different driving poses and the limitations of the model. This project proposes a pipeline to enhance the output videos from MagicAnimate by integrating face restoration and face swapping techniques, as well as to provide an updated UI for user convenience. Bachelor's degree 2024-05-31T03:54:57Z 2024-05-31T03:54:57Z 2024 Final Year Project (FYP) Wang, S. (2024). Body movement mimic - Video-based human body motion transfer. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/177769 https://hdl.handle.net/10356/177769 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Computer and Information Science
Artificial intelligence
spellingShingle Computer and Information Science
Artificial intelligence
Wang, Sunmeng
Body movement mimic - Video-based human body motion transfer
description MagicAnimate is a powerful tool for generating videos from low-resolution inputs. However, the quality of the output videos can be compromised due to the complexity of different driving poses and the limitations of the model. This project proposes a pipeline to enhance the output videos from MagicAnimate by integrating face restoration and face swapping techniques, as well as to provide an updated UI for user convenience.
author2 Cham Tat Jen
author_facet Cham Tat Jen
Wang, Sunmeng
format Final Year Project
author Wang, Sunmeng
author_sort Wang, Sunmeng
title Body movement mimic - Video-based human body motion transfer
title_short Body movement mimic - Video-based human body motion transfer
title_full Body movement mimic - Video-based human body motion transfer
title_fullStr Body movement mimic - Video-based human body motion transfer
title_full_unstemmed Body movement mimic - Video-based human body motion transfer
title_sort body movement mimic - video-based human body motion transfer
publisher Nanyang Technological University
publishDate 2024
url https://hdl.handle.net/10356/177769
_version_ 1806059751111393280

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