| Paper Abstract and Keywords |
| Presentation |
2025-07-24 15:50
SMPL-Prior Human Gaussian Splatting for Novel View Synthesis from Sparse Viewpoints
Mingyu Yang, Takafumi Koike (Hosei Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We introduce a novel method for high-fidelity free-viewpoint human synthesis from sparse camera views. Unlike prior approaches requiring dense inputs or scene-specific optimization, our method handles self-occlusion, complex poses, and non-rigid deformations (e.g., clothing, hair) under limited views. Using deep learning model with geometry and appearance-aware design, our method preserves fine surface details and ensures consistency across viewpoints. Experiments on the THuman dataset show superior performance over 3D Gaussian Splatting-based baselines in both quantitative metrics and visual quality. This approach is applicable to practical applications such as VR, telepresence, and immersive communication. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
3D Gaussian Splatting / Digital Human Avatar / Sparse View Synthesis / / / / / |
| Reference Info. |
ITE Tech. Rep. |
| Paper # |
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| Download PDF |
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| Conference Information |
| Committee |
SMC |
| Conference Date |
2025-07-24 - 2025-07-25 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
spatial media conference 2025 |
| Paper Information |
| Registration To |
SMC |
| Conference Code |
2025-07-SMC |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
SMPL-Prior Human Gaussian Splatting for Novel View Synthesis from Sparse Viewpoints |
| Sub Title (in English) |
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| Keyword(1) |
3D Gaussian Splatting |
| Keyword(2) |
Digital Human Avatar |
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Sparse View Synthesis |
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| 1st Author's Name |
Mingyu Yang |
| 1st Author's Affiliation |
Hosei University (Hosei Univ.) |
| 2nd Author's Name |
Takafumi Koike |
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Hosei University (Hosei Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2025-07-24 15:50:00 |
| Presentation Time |
15 minutes |
| Registration for |
SMC |
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| Volume (vol) |
vol. |
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