Sromona Chatterjee
Computer Vision and Machine Learning in Sustainable Mobility: The Case of Road Surface Defects
- Cuvillier
- 2020
- Taschenbuch
- 198 Seiten
- ISBN 9783736972582
Road maintenance has traditionally been a time consuming, expensive, and manual process. Timely maintenance of roads helps in lowering rehabilitation costs, accidents, environmental pollution, while facilitating increased connectivity, trade, and growth. Easily acquirable front-view scene images are seen to be used lately for infrastructure management and road maintenance as they provide quicker, low-cost, and flexible solutions. Such scene images can easily be acquired using standard commodity cameras. In this dissertation, machine learning based approaches have been developed to analyze front-view scene images for detecting cracks automatically on road surfaces across different locations and under various conditions. This work thus contributes toward automated approaches to detect different
Mehr
Weniger
zzgl. Versand
in Kürze