WaterGen decouples scene generation from medium degradation in a two-stage latent diffusion process to produce controllable realistic underwater images that improve downstream restoration and segmentation.
PHISWID: Physics-inspired underwater image dataset synthesized from RGB-D images,
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
fields
cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Staged modeling of forward scattering and marine snow creates synthetic data that retrains a Joint-ID network, yielding higher UIQM scores on real Korean coastal underwater datasets.
citing papers explorer
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WaterGen: Decoupling Scene and Medium in Underwater Image Generation
WaterGen decouples scene generation from medium degradation in a two-stage latent diffusion process to produce controllable realistic underwater images that improve downstream restoration and segmentation.
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Robust Image Processing Techniques for Construction Environment Monitoring Using Underwater Robots
Staged modeling of forward scattering and marine snow creates synthetic data that retrains a Joint-ID network, yielding higher UIQM scores on real Korean coastal underwater datasets.