Auto-Quantification of Various Contributing Factors on LiDAR-Camera Modalities Toward Autonomous Driving Environment

This study proposes a framework to quantify various factors (including weather condition, luminance conditions, and over-under exposures) that will influence the performance of LiDAR and camera in detecting objects. The proposed framework comprises of the frequency-based and spatial-based image analysis algorithms, which have been tested to achieve the expected results.