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Author

Peiran Yu

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Conference Aug 2026

Complex pavement distress detection using YOLOv11-EfficientRepBiPAN with cross-level structural feature fusion

Pavement surface distress detection is an important task in road maintenance and intelligent infrastructure inspection. In practical vehicle-mounted inspection images, cracks and other distress targets often present weak edges, irregular shapes, large scale variations, and strong background interference, which makes st...

Peng Li, Tianyang Wang, Lu-Sheng Liu et al. · 0 citations
Conference Open access 2026

Image Restoration Based on CNN-Shallow Residual Learning

A Shallow Residual Network (SRNet) based on convolutional neural network is proposed to focus on the high-frequency detail compensation lost in the compression process, and the ResNet-50 starting layer pre-trained on ImageNet is used for multi-scale feature collaborative extraction.

Peiran Yu · 0 citations

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