Power Foam unifies real-time differentiable ray tracing and rasterization by replacing unbounded Voronoi cells with controllable bounded power diagrams, oriented surfaces, and embedded textures.
arXiv preprint arXiv:2209.02417 (2022)
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The paper proposes a problem-driven taxonomy for feed-forward 3D scene modeling that groups methods by five core challenges: feature enhancement, geometry awareness, model efficiency, augmentation strategies, and temporal-aware modeling.
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Power Foam: Unifying Real-Time Differentiable Ray Tracing and Rasterization
Power Foam unifies real-time differentiable ray tracing and rasterization by replacing unbounded Voronoi cells with controllable bounded power diagrams, oriented surfaces, and embedded textures.
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Feed-Forward 3D Scene Modeling: A Problem-Driven Perspective
The paper proposes a problem-driven taxonomy for feed-forward 3D scene modeling that groups methods by five core challenges: feature enhancement, geometry awareness, model efficiency, augmentation strategies, and temporal-aware modeling.