Color correction for underwater images has received increasing interest, due to its critical
role in facilitating available mature vision algorithms for underwater scenarios. Inspired by …

Underwater vision suffers from severe effects due to selective attenuation and scattering
when light propagates through water. Such degradation not only affects the quality of …

This letter reports on WaterGAN, a generative adversarial network (GAN) for generating
realistic underwater images from in-air image and depth pairings in an unsupervised …

Visual inspection of underwater structures by vehicles, eg remotely operated vehicles
(ROVs), plays an important role in scientific, military, and commercial sectors. However, the …

We observe that a natural image tends to exhibit similar histograms for color channels in the
RGB color space and consistent statistical estimates for color channels in the Lab color …

Computer vision plays an important role in scientific research, resource exploration, and
other underwater applications. However, it suffers from the severe color distortion, which is …

Underwater image enhancement has attracted much attention due to the rise of marine
resource development in recent years. Benefit from the powerful representation capabilities …

Light traveling through water results in strong scattering across color channels, restricting
visibility in underwater images. Many cutting-edge underwater image enhancement …

Numerous underwater image enhancement methods have been proposed in recent years.
However, these methods are mainly evaluated using synthetic datasets with similar …

Underwater images often suffer from various issues such as low brightness, color shift,
blurred details, and noise due to light absorption and scattering caused by water and …