Author

Yi-Han Tian

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Open access Aug 2026

Improved MobileViT Algorithm for Rail-Defect Recognition Incorporating Image-Quality Pre-Assessment

A lightweight rail-defect recognition model based on improved MobileViT is proposed, maintaining over 95% recognition accuracy in four typical image degradation scenarios, and the front-end quality gate can effectively reduce invalid inference, providing technical support for reliable deployment on UAV edge platforms f...

Yangyang Jiao, Zhi-Fei Wang, Fan Li et al. · Applied Sciences · 0 citations