On the Relation between Optical Aperture and Automotive Object Detection

This work addresses the domain gap issue for automotive vision systems, but it is incremental as it builds on existing simulation techniques with optical refinements.

The paper tackled the problem of domain gap between synthetic and real-world images in automotive camera systems by simulating optical effects like aperture size and shape using the point spread function (PSF), resulting in enhanced realism and improved simulation accuracy for tasks such as traffic sign recognition and light state detection.