Viewport prediction with cross modal multiscale transformer for 360° video streaming
Abstract In the realm of immersive video technologies, efficient 360° video streaming remains a challenge due to the high bandwidth requirements and the dynamic nature of user viewports. Most existing approaches neglect the dependencies between different modalities, and personal preferences are rare...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-08-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-16011-7 |
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