%0 Journal Article %T Object Segmentation Using Machine Vision in Automated Control Systems of Railway Rolling Stock %A Fedorov, V.A. %A Ogorodnikova, O.M. %K machine vision; automated control system; railway rolling stock; object detection; object segmentation; convolutional neural network; YOLOv11 %J Transport automation research %D 2025 %N 11 %P 10 %I FSBEI HE "Emperor Alexander I St. Petersburg State Transport University"