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spatial perception

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DaTaobao Tech
DaTaobao Tech
May 10, 2024 · Artificial Intelligence

3D Indoor Scene Synthesis for E‑Commerce: Spatial Perception and Layout Generation

The paper presents a 3D indoor‑scene synthesis framework for e‑commerce that converts massive product catalogs into realistic, constraint‑aware layouts using parameterized bounding‑box representations, SAT collision checks, and both rule‑based and deep‑learning methods, thereby enhancing interactive shopping, reducing returns, and outlining future end‑to‑end, LLM‑driven design integration.

3D scene synthesisE-commercedeep learning
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3D Indoor Scene Synthesis for E‑Commerce: Spatial Perception and Layout Generation