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A Global Attention Mechanism-Based EfficientNet Model for Road Pavement-Type Identification

Abstract Accurate pavement-type recognition remains a critical challenge for intelligent transportation systems. However, the general CNN-based methods, such as ResNet and VGG, exhibit significant limitations when addressing the high degree of similarity between surface modifications and dissimilar...

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Detalles Bibliográficos
Principais autores: Zhe-Yuan Ni, Jun-Cheng Wang
Formato: Artigo
Idioma:Inglês
Publicado: Springer 2025-04-01
Series:International Journal of Computational Intelligence Systems
Assuntos:
Acceso en liña:https://doi.org/10.1007/s44196-025-00842-3
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