...Xinliang Liu; Liang Cheng; Guoning Chen; Xiaolei Wang; Jingqiu Wang Purpose The purpose of this study is to provide a new convolutional neural network (CNN) model with multi-scale feature extractor to segment and recognize wear particles in complex ferrograph images, especially fatigue and severe...