Improved Real-Time Detection Transformer-Based Rail Fastener Defect Detection Algorithm

Improved Real-Time Detection Transformer-Based Rail Fastener Defect Detection Algorithm

To address the issues of the Real-Time DEtection TRansformer (RT-DETR) object detection model, including poor defect feature extraction in the task of rail fastener defect detection, inefficient use of computational resources, and suboptimal channel attention in the self-attention mechanism, the fol...

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Bibliographic Details
Main Authors: Wei Song, Bin Liao, Keqing Ning, Xiaoyu Yan
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Mathematics
Subjects:
transformer
super-resolution
fastener
track
defect detection
Online Access:https://www.mdpi.com/2227-7390/12/21/3349
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