A lightweight multi-task network performs underwater image enhancement and object detection jointly, using a physical scattering model for self-supervision, and reports higher mAP50 than YOLOv8 on RUOD.
Domain adversarial learning towards underwater image enhancement,
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LUIEO: A Lightweight Model for Integrating Underwater Image Enhancement and Object Detection
A lightweight multi-task network performs underwater image enhancement and object detection jointly, using a physical scattering model for self-supervision, and reports higher mAP50 than YOLOv8 on RUOD.