Camera Image Quality for ADAS – How Good is Good Enough?

This tutorial will provide a detailed understanding of the camera image quality standards and metrics that relate to ADAS (Advanced Driver Assistance Systems). The content will cover key image quality factors (e.g., sharpness, noise, distortion, and color) and the metrics that provide quantification of these factors (e.g., spatial frequency response, temporal noise, camera projection model, and color error), Discussion will include how to determine if key performance indicators (KPIs) are being met and how to relate these to camera system performance. Metrics will include those from the IEEE P2020 standard, ISO TC42 Photography standards, and novel image information metrics that relate to machine vision and object recognition.