Deep Learning from Shallow Dives: Sonar Image Generation and Training for Underwater Object Detection

Sejin Lee, Byungjae Park, Ayoung Kim

Among underwater perceptual sensors, imaging sonar has been highlighted for its perceptual robustness underwater. The major challenge of imaging sonar, however, arises from the dif…