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eess.IV2026
Underwater Color Restoration with Vanishing Uncertainty
Grigory Solomatov, Derya Akkaynak
Underwater color restoration promises to unlock color as a reliable signal for aquatic sciences, but achieving this with scientific confidence remains out of reach. Current methods…
cs.CV2026
Conditions for well-posed color recovery in scattering media
Grigory Solomatov, Derya Akkaynak
Recovering scene color from images captured in scattering media is a fundamental inverse problem in optical imaging. Yet the problem is intrinsically ill-posed as multiple solution…
eess.IV2026
Underwater imaging without color distortions requires RAW capture
Derya Akkaynak, Michael S. Brown
1. Consumer cameras are not designed to be scientific instruments, yet they are increasingly used in science not just to see, but to measure. This is possible because camera sensor…