Pixel Club: Diving into Haze-Lines: Underwater Color Restoration using Haze-Lines
- Dana Berman (Tel-Aviv University)
- Tuesday, 14.2.2017, 11:30
- EE Meyer Building 1061
Images taken in scattering media, such as haze, fog, and underwater, often look faded and lack contrast. We detect changes in pixels' distribution in RGB space due to the scattering medium: instead of tight clusters the pixels form lines, which we term Haze-Lines. In this talk the model will be introduced, and two applications will be discussed. First, estimating the air-light: the color of a pixel with no object in the line of sight. Second restoring the colors of underwater images, where the model is expanded to incorporate the spectral non-uniformity.
PhD candidate at Tel Aviv University, under the supervision of Prof. Shai Avidan and Dr. Tali Treibitz.Dana holds a M.Sc. from Tel Aviv University, under the supervision of Prof. Shai Avidan. Her research interest include computational photography and imaging in scattering media.