arXiv:2411.10705cs.CV2024-11被引 4
针对边缘部署的3D重建，提出抗中断资源管理策略。
Poster: Reliable 3D Reconstruction for Ad-hoc Edge Implementations
- 借鉴投资组合理论分配边缘计算资源
- 在系统中断下仍能保持稳定重建质量
- 适合实时多视角3D重建应用场景
为支持多视角3D重建等实时复杂视频处理应用，临时部署的边缘计算系统常受时空扰动影响，严重降低重建质量。本文提出一种受投资组合理论启发的边缘资源管理策略，通过考虑潜在系统中断，保障多视角3D重建的可靠性。
原文摘要 · Abstract (English)
Ad-hoc edge deployments to support real-time complex video processing applications such as, multi-view 3D reconstruction often suffer from spatio-temporal system disruptions that greatly impact reconstruction quality. In this poster paper, we present a novel portfolio theory-inspired edge resource management strategy to ensure reliable multi-view 3D reconstruction by accounting for possible system disruptions.
3D重建边缘计算资源管理
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