Underwater scene prior inspired deep underwater image and video enhancement

• Published in: Pattern recognition Vol. 98; p. 107038
• Main Authors: Li, Chongyi, Anwar, Saeed, Porikli, Fatih
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.02.2020
• Subjects: Deep learning; Pattern recognition; Underwater image and video enhancement and restoration; Underwater image synthesis; Deep learning; Underwater image synthesis; Pattern recognition; Underwater image and video enhancement and restoration

•Underwater image and video synthesis approach is desired by data-driven methods.•Underwater scene prior is helpful for underwater image and video enhancement.•Light-weight network structure can be easily extended to underwater video. In underwater scenes, wavelength-dependent light absorption and s...