railsurfaceAnomaly_detection

Anomaly detection data and code: a variety of rail data and industrial scenes data after rearrangement

The corresponding datasets will be published on our home page.

RSDD-1 dataset: 695 images RSDD-2 dataset: 699 images RSDD-3 dataset:

The datasets are being updated... 链接: https://pan.baidu.com/s/1z62NfRTAROVYSARk41Gz-A?pwd=u7zi 提取码: u7zi

cite: [1]M. Niu, K. Song, L. Huang, Q. Wang, Y. Yan and Q. Meng, "Unsupervised Saliency Detection of Rail Surface Defects Using Stereoscopic Images," in IEEE Transactions on Industrial Informatics, vol. 17, no. 3, pp. 2271-2281, March 2021, doi: 10.1109/TII.2020.3004397.

[2]M. Niu, Y. Wang, K. Song, Q. Wang, Y. Zhao and Y. Yan, "An Adaptive Pyramid Graph and Variation Residual-Based Anomaly Detection Network for Rail Surface Defects," in IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-13, 2021, Art no. 5020013, doi: 10.1109/TIM.2021.3125987.

the decompression password:neurail