Semantic segmentation sample augmentation based on simulated scene generation—case study on dock extraction from high spatial resolution imagery

Deep learning-based semantic segmentation methods, such as fully convolutional networks (FCNs), are state-of-the-art techniques for object extraction from high spatial resolution images. However, c...