Patchcore-SAM: Rail Defect Unsupervised Detection and Segmentation

Shuyi He,Yuan Cao,Feng Wang,Yongkui Sun,Shuai Su, Weifeng Yang,Wenkun Wang

International Conference on Intelligent Transportation Systems（2024）

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关键词

Fault Segments,Fault Location,Precise Segmentation,Convolutional Neural Network,Confusion Matrix,Intersection Over Union,Semantic Segmentation,Good And Bad,Segmentation Results,Anomaly Detection,Normal Images,Dice Similarity Coefficient,Masked Images,Foundation Model,Fine-tuning Process,Dice Loss,Fault Detection Method,Vision Transformer,Image Encoder,Memory Bank,Rail Surface,Anomaly Score,One-class Classification,Anomaly Detection Methods,Object Detection,Deep Learning,Neural Network,Grayscale Images

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