Vison Transformer-Based Automatic Crack Detection on Dam Surface
Jian Zhou,
Guochuan Zhao,
Yonglong Li
Abstract:Dam is an essential structure in hydraulic engineering, and its surface cracks pose significant threats to its integrity, impermeability, and durability. Automated crack detection methods based on computer vision offer substantial advantages over manual approaches with regard to efficiency, objectivity and precision. However, current methods face challenges such as misidentification, discontinuity, and loss of details when analyzing real-world dam crack images. These images often exhibit characteristics such a… Show more
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