Web: http://arxiv.org/abs/2209.09808

Sept. 21, 2022, 1:13 a.m. | Shivom Bhargava, Pranamesh Chakraborty

cs.CV updates on arXiv.org arxiv.org

Vehicle detection accuracy is fairly accurate in good-illumination conditions
but susceptible to poor detection accuracy under low-light conditions. The
combined effect of low-light and glare from vehicle headlight or tail-light
results in misses in vehicle detection more likely by state-of-the-art object
detection models. However, thermal infrared images are robust to illumination
changes and are based on thermal radiations. Recently, Generative Adversarial
Networks (GANs) have been extensively used in image domain transfer tasks.
State-of-the-art GAN models have attempted to improve vehicle …

accuracy arxiv detection gans images

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