… dual relationship between image dehazing and retinex theory. In this paper, we deduce a
retinex-based dehazing … design a deep retinex network for image haze removal. Compared …

… of single-image haze removal based on retinex model and new deep retinex decomposition
… aim to apply this dual relationship more directly and validate a deep retinex decomposition …

… is regarded as a haze image. According to the duality of the dehazing model and retinex theory,
… Efficient image dehazing with boundary constraint and contextual regularization. in Proc. …

… network called RDFD-Net for image haze removal. To avoid error loops with error accumulation
in the existing methods, we developed a Retinex dual-branch decomposition module to …

… is not available, single image dehazing methods have recently been proposed based on
the … local-contrast map using both retinex-based enhanced image and physical model-based …

… image dehazing problem as two restoration problems of recovering basic content and image
details, and propose a Dual-… [19] adopted Retinex-based algorithms, which increase image …

… to the image dehazing problem, as well as Retinex on … For dehazing nighttime hazy images,
in our paper, Retinex is used to … -free image J ( x ) from the input nighttime haze image I ( x ) . …

… oriented nighttime image haze removal framework based on unified variational Retinex model.
… Li, “Nighttime image dehazing using color cast removal and dual path multi-scale fusion …

… Retinex image decomposition model [16], [17], [8] to control illumination. Specifically, the image
… On the duality between retinex and image dehazing. In CVPR, pages 8212–8221, 2018. […

… -of-the-art image dehazing methods with large margins on various … the related approaches
of single image dehazing. Section III … Deep retinex network for single image dehazing. IEEE …