Young-Jun Yoo, Executive Vice President at Nextchip, presents the “Image Signal Processing Optimization for Object Detection” tutorial at the May 2024 Embedded Vision Summit.
This talk delves into the challenges and optimization strategies in image signal processing (ISP) for enhancing object detection in advanced driver-assistance systems (ADAS). Through real-world examples, Yoo explores the critical role of image tuning in addressing corner cases and improving detection accuracy.
The presentation covers ADAS sensing methodologies and verification processes, emphasizing the importance of image quality in sensor data. Yoo provides practical insights into image tuning techniques, including day-night transition handling and environment-based adjustments. He shares valuable knowledge on optimizing ISP to ensure robust object detection, enhancing safety and performance in automotive applications.
See here for a PDF of the slides.
