MrNeRF (@janusch_patas)
2025-04-13 | โค๏ธ 280 | ๐ 40
Matrix3D: Large Photogrammetry Model All-in-One (with code)
TL;DR: โWe present Matrix3D, a unified model that performs several photogrammetry subtasks, including:
- Pose estimation
- Depth prediction
- Novel view synthesis
All using the same model.โ
Contributions (cited from paper): In summary, our key contribution is the unified diffusion transformer model, which has flexible input/output configurations and enables several tasks in the photogrammetry process.
The proposed method eliminates the need for multiple task-specific models, streamlining the process with a single model.
Extensive quantitative and qualitative experiments demonstrate the state-of-the-art performance of our method compared with existing task-specific approaches.
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Tags
domain-vision-3d domain-genai domain-ai-ml domain-dev-tools domain-visionos