Wójcik B, Żarski M, Książek K, Miszczak J, Skibniewski MJ.  Submitted.  Hard hat wearing detection based on head keypoint localization. arXiv:2106.10944.

Żarski M, Wójcik B, Książek K, Salamak M, Miszczak J.  2021.  Advances in applicable deep-learning based defect detection. 2nd Workshop on Engineering Optimization – WEO 2021.  (377.77 KB)

Wójcik B, Żarski M, Salamak M, Miszczak J.  2021.  Extracting crack characteristics from RGB-D images. 2nd Workshop on Engineering Optimization – WEO 2021.  (283.77 KB)

Żarski M, Wójcik B, Książek K, Miszczak J.  2021.  Finicky transfer learning—A method of pruning convolutional neural networks for cracks classification on edge devices. Computer-Aided Civil And Infrastructure Engineering. 37(4)

Żarski M, Wójcik B, Miszczak J.  2021.  KrakN: Transfer Learning framework and dataset for infrastructure thin crack detection. SoftwareX. 16

Wójcik B, Żarski M.  2021.  The measurements of surface defect area with an RGB-D camera for a BIM-backed bridge inspection. Bulletin of the Polish Academy of Sciences: Technical Sciences. 69(3)