Week 03 - Urban Computing for Smart Mobility and Urban Resilience

Topic Overview:

This lecture explores advanced computing technologies that empower smart mobility and urban resilience in support of sustainable development. It begins with enabling technologies for autonomous vehicles, focusing on 3D perception, semantic segmentation, and dynamic scene understanding. It then turns to urban geosocial computing methods for modelling human mobility and the spatial dynamics of epidemics, aiming to inform the development of more resilient cities.

Key Topics:

1. Advances in computing technologies for autonomous driving: from 3D perception to intelligent scene understanding
   • 3D Perception for autonomous vehicles, including point cloud processing and segmentation
   • Dynamic 3D scene understanding, including object segmentation and tracking in dynamic scenes
2. Urban geosocial computing for smart mobility and pandemic-resilient cities
   • Modelling human mobility with social sensing data
   • Urban computing for spatial dynamics of epidemics and exploring effective containment measures

Teaching Format:

Lecture and case studies