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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…
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…
eess.IV2023
Spectral Sensitivity Estimation Without a Camera
Grigory Solomatov, Derya Akkaynak
A number of problems in computer vision and related fields would be mitigated if camera spectral sensitivities were known. As consumer cameras are not designed for high-precision v…