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Min-Can Nie

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Conference Oct 2026

MobileCrackNet: lightweight crack segmentation with mobile encoder and channel attention

Crack segmentation is critical for civil infrastructure inspection, yet state-of-the-art methods such as MixerCSeg rely on complex State Space Model (SSM) encoders with custom CUDA kernels that limit portability. We propose MobileCrackNet, a lightweight alternative that replaces the SSM encoder with a MobileNetV2 backb...

Sai-Hong Li, Min-Can Nie, Xiang Xu et al. · 0 citations

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