2024
DOI: 10.1038/s41598-024-65270-3
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Nighttime road scene image enhancement based on cycle-consistent generative adversarial network

Yanfei Jia,
Wenshuo Yu,
Guangda Chen
et al.

Abstract: During nighttime road scenes, images are often affected by contrast distortion, loss of detailed information, and a significant amount of noise. These factors can negatively impact the accuracy of segmentation and object detection in nighttime road scenes. A cycle-consistent generative adversarial network has been proposed to address this issue to improve the quality of nighttime road scene images. The network includes two generative networks with identical structures and two adversarial networks with identica… Show more

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Cited by 14 publications
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