3 citations · 5 across the 6 of their papers we have counts for
6 papers
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…
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…
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…
Gaussian Splashing: Direct Volumetric Rendering Underwater
Nir Mualem, Roy Amoyal, Oren Freifeld +1
In underwater images, most useful features are occluded by water. The extent of the occlusion depends on imaging geometry and can vary even across a sequence of burst images. As a…
SeaThru-NeRF: Neural Radiance Fields in Scattering Media
Deborah Levy, Amit Peleg, Naama Pearl +4
Research on neural radiance fields (NeRFs) for novel view generation is exploding with new models and extensions. However, a question that remains unanswered is what happens in und…
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…