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Super-Resolution Reconstruction Method of Pavement Crack Images Based on an Improved Generative Adversarial Network

A super-resolution reconstruction approach based on an improved generative adversarial network is presented to overcome the huge disparities in image quality due to variable equipment and illumination conditions in the image-collecting stage of intelligent pavement detection. The nonlinear network o...

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Principais autores: Bo Yuan, Zhaoyun Sun, Lili Pei, Wei Li, Minghang Ding, Xueli Hao
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-11-01
coleção:Sensors
Assuntos:
image reconstruction
pavement crack image
super-resolution
deep Learning
GAN
Acesso em linha:https://www.mdpi.com/1424-8220/22/23/9092
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