Joon-Seok Song

TERA: Task-Evidence Restoration for Underwater Object Detection under Bandwidth-Constrained Transmission

Underwater object detectors are typically evaluated on pre-transmission images, overlooking additional degradation from bandwidth-constrained downscaling and compression. We introduce AquaTX, a controlled benchmark built from real underwater detection datasets with seen and held-out codecs. We also propose TERA, a meta...