Optimizing Imaging and Vision Systems for Autonomous Driving

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Optimizing Imaging and Vision Systems for Autonomous Driving

Event: AutoSens Detroit

, 2017

oExploring an end-to-end optimization approach to solve design and robustness issues for end-to-end imaging and vision systems
oFormulating data-driven design goals for imaging and vision systems, to automatically optimize a vision and imaging system holistically
oHow to tune fixed function ISP and classical vision blocks, optimizing over a vast set of hyperparameters
oHow to achieve better image quality in low-light imaging