Xiaoxin Liu

Exploring the Simplification Limit of Deep Network Features With Subway Positioning Task

This paper addresses vision-based subway positioning, a significant yet challenging task due to the low-lighting and sparse-texture conditions in tunnels. Traditional features struggle with temporal correspondence. While deep network features are effective, their computational and storage demands ma