Feature Enhancement Based on CycleGAN for Nighttime Vehicle Detection

Feature Enhancement Based on CycleGAN for Nighttime Vehicle Detection

Existing night vehicle detection methods mainly detect vehicles by detecting headlights or taillights. However, these features are adversely affected by the complex road lighting environment. In this paper, a cascade detection network framework FteGanOd is proposed with a feature translate-enhanceme...

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Bibliographic Details
Main Authors: Xiaotao Shao, Caike Wei, Yan Shen, Zhongli Wang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Convolutional neural network (CNN)
nighttime vehicle detection
feature enhancement
generative adversarial network (GAN)
detection network
Online Access:https://ieeexplore.ieee.org/document/9303452/

Internet

https://ieeexplore.ieee.org/document/9303452/

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