Research Details & Examples

II. Urban Scene Reconstruction

Reconstructing real urban spaces into high-fidelity, actionable environments using NeRF and Gaussian Splatting.

III. Urban Scene Understanding

3D understanding, mapping and semantic structure extraction; LLM-assisted planning and reasoning.

IV. Traffic and Crowd Simulation

Data-driven and agent-based methods for mobility with safety, efficiency, and energy-awareness.

V. Urban Data Analytics

Learning from heterogeneous city data (satellite, street-view, IoT) for forecasting and decision making.

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