Underwater imaging suffers from significant quality degradation due to light scattering and
absorption by water molecules, leading to color cast and reduced visibility. This hinders the …

Deep unfolding networks (DUNs) renowned for their interpretability and superior
performance have invigorated the realm of compressive sensing (CS). Nonetheless existing …

We present a method for reconstructing the 3D shape of underwater environments from a
single, stationary camera placed above the water. We propose a novel differentiable …

The imaging polarization sensor (IPS) can provide high-accuracy, robust, and fully
autonomous navigation information for underwater unmanned platforms. However, the …

Imaging through the wavy air–water surface suffers from severe geometric distortions, which
are caused by the light refraction effect that affects the normal operations of underwater …

Underwater images display significant non-rigid geometric distortions due to refraction and
turbulence. Owing to unknown random fluctuations, the degree of distortion varies …

The fluctuation of the water surface causes refractive distortions that severely downgrade the
image of an underwater scene. Here, we present the distortion-guided network (DG-Net) for …

Imaging through the wavy water–air interface is challenging since the random fluctuations of
water will cause complex geometric distortion and motion blur in the images, seriously …

Featured Application The proposed method can be applied to the restoration for turbulence
degraded video in nuclear power plant reactors, underwater target or aerial target …

Imaging through a time-varying water surface exhibits severe non-rigid geometric distortions
and motion blur. Theoretically, although the water surface possesses smoothness and …