GAN-Based Day-to-Night Image Style Transfer for Nighttime Vehicle Detection
Published in IEEE Transactions on Intelligent Transportation Systems, 2020
GAN-based data augmentation for training CNN detectors across a large domain shift: AugGAN transforms on-road driving images from day to night while preserving the objects in them, to improve nighttime vehicle detection.