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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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書誌詳細
主要な著者: Zhe-Yuan Ni, Jun-Cheng Wang
フォーマット: Artigo
言語:Inglês
出版事項: Springer 2025-04-01
シリーズ:International Journal of Computational Intelligence Systems
主題:
オンライン・アクセス:https://doi.org/10.1007/s44196-025-00842-3
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