Igor Piotrowiak

WalkScapes: A Pedestrian-View Urban Semantic Segmentation Dataset for Public-Space Monitoring and Autonomous Mobility

Pedestrian-level semantic segmentation supports autonomous mobility, assistive navigation, and safety-oriented perception in public spaces. However, widely used urban segmentation datasets predominantly adopt vehicle-centered viewpoints that differ from those in pedestrian environments in scene geometry, object scale,...