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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| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2024
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| Online Access: | https://hdl.handle.net/10356/177769 |
| _version_ | 1811690619775483904 |
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| author | Wang, Sunmeng |
| author2 | Cham Tat Jen |
| author_facet | Cham Tat Jen Wang, Sunmeng |
| author_sort | Wang, Sunmeng |
| collection | NTU |
| 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. |
| first_indexed | 2024-10-01T06:06:53Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/177769 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T06:06:53Z |
| publishDate | 2024 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-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 |
| spellingShingle | Computer and Information Science Artificial intelligence Wang, Sunmeng Body movement mimic - Video-based human body motion transfer |
| title | 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_short | Body movement mimic - Video-based human body motion transfer |
| title_sort | body movement mimic video based human body motion transfer |
| topic | Computer and Information Science Artificial intelligence |
| url | https://hdl.handle.net/10356/177769 |
| work_keys_str_mv | AT wangsunmeng bodymovementmimicvideobasedhumanbodymotiontransfer |