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Real-Time Rail Defect Inspection with FHENet by Chuanpeng Hao is a document available to read on EtoBox.
What is Real-Time Rail Defect Inspection with FHENet about?
The document presents FHENet, a lightweight feature hierarchical exploration network designed for real-time rail surface defect inspection using RGB-D images. FHENet employs a boundary extraction module, a cross-modality exploration module, and a multifeature integration module to enhance defect detection while maintaining low computational requirements, achieving a processing speed of 60.33 frames/s with only 5.26 million parameters. The proposed method outperforms 14 state-of-the-art techniques, addressin
- Author
- Chuanpeng Hao
- Language
- EN