reviseIn the coding stage high-level semantic features are extracted from the rail image by convolution operation In the decoding phase progressive upsampling is used to restore the size of the image

During the coding stage, the rail image undergoes a convolution operation to extract high-level semantic features. In the decoding phase, a progressive upsampling technique is employed to restore the image size and generate a predictive segmentation mask based on the extracted features.