In this paper we present a new method for estimating the optical transmission in hazy scenes
given a single input image. Based on this estimation, the scattered light is eliminated to …

… of existing single-image dehazing algorithms, using a new largescale benchmark consisting
of both synthetic and real-world hazy images, called REalistic Single-Image DEhazing (…

… is also a single image dehazing technique. Different than previous single image dehazing
… are the first that introduce a single image dehazing technique based on the fusion principle …

… In this paper, we propose a novel AECR-Net for single image dehazing, which consists of
contrastive regularization (CR) and autoencoder-like (AE) network. CR is built upon …

… Early single image dehazing methods were generally based on the handcraft priors, such
as dark channel prior (DCP) [4], color attenuation prior (CAP) [6], color-lines [5], and hazelines […

… , called Cycle-Dehaze, for single image dehazing problem, which does not require pairs of
… However, in the NTIRE 2018 challenge on single image dehazing, high resolution images …

… In this paper, we propose a multi-scale deep neural network for single-image dehazing by
learning the mapping between hazy images and their corresponding transmission maps. The …

… single image dehazing techniques for underwater images (Fig. 1). While a number of single
image dehazing … We present a method for single image dehazing specifically designed for …

… problem, we propose a single image dehazing method based on a physical model and
the brightness components of the image by using a multi-scale retinex with color restoration …

… Different image priors have been explored for single image dehazing in previous methods
[… In contrast, we introduce a gated fusion based single image dehazing technique that blends …