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cs.CV2024★ 1 cited
On Vision Transformers for Classification Tasks in Side-Scan Sonar Imagery
BW Sheffield, Jeffrey Ellen, Ben Whitmore
Side-scan sonar (SSS) imagery presents unique challenges in the classification of man-made objects on the seafloor due to the complex and varied underwater environments. Historical…
cs.CV2023★ 1 cited
Self-Supervised Learning for Improved Synthetic Aperture Sonar Target Recognition
BW Sheffield
This study explores the application of self-supervised learning (SSL) for improved target recognition in synthetic aperture sonar (SAS) imagery. The unique challenges of underwater…