Reliability Validation of Learning Enabled Vehicle Tracking
Youcheng Sun,Yifan Zhou,Simon Maskell,James Sharp,Xiaowei Huang,Youcheng Sun,Yifan Zhou,Simon Maskell,James Sharp,Xiaowei Huang
This paper studies the reliability of a real-world learning-enabled system, which conducts dynamic vehicle tracking based on a high-resolution wide-area motion imagery input. The system consists of multiple neural network components - to process the imagery inputs - and multiple symbolic (Kalman filter) components - to analyse the processed information for vehicle tracking. It is known that neural...
