Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation
Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation
Deep learning has not been routinely employed for semantic segmentation of seabed environment for synthetic aperture sonar (SAS) imagery due to the implicit need of abundant training data such methods necessitate. Abundant training data, specifically pixel-level labels for all images, is usually not available for SAS imagery due to the …