Camera Sensor Modelling – Technology, Use Cases and Challenges
Europe
- Thursday 10th October
- 09:25 CEST
- Room 8
Presentation
Creating the right camera system for a global automotive Tier 1 supplier such as Continental involves various technical and commercial challenges, and camera sensor modelling is a key in helping to address these issues. In this presentation, we will delve into the technology behind camera sensor modelling and showcase its use in system architecture, development, and testing. Topics will include defining optical limits and camera resolution, deploying sensor models in computer vision CNN training and testing, and analyzing factors such as sharpness and motion blur and their impact on CV performance. As optoelectronic engineers with expertise in optics and image sensor technology, we focus on achieving optimal physical accuracy while ensuring the model’s integration into customer simulation frameworks. We’ll highlight practical applications, such as optimizing system architecture by understanding MTF limits and addressing motion blur issues caused by longer sensor integration times. The session will conclude with a discussion on the ongoing challenges and advancements in camera sensor model development.