Single Image Dehazing based on Additive Wavelet Transform

Authors : Nur Hüseyin KAPLAN

Pages : 71-77

Doi:10.17694/bajece.1127633

View : 14 | Download : 7

Publication Date : 2023-01-30

Article Type : Research Paper

Abstract :In this work, a single image dehazing method, which uses the multiscale products of additive wavelet transform as a prior is presented. In this method, first, the additive wavelet transform is applied to the hazy image to obtain its approximation and wavelet layers. Then the multiscale products of the approximation and detail layers of the input hazy image is calculated. The multiscale products of approximation and wavelet layers are summed up to obtain the proposed prior. Observations demonstrate that the proposed prior calculation keeps the detail information of the image, while detecting the haze. Using the proposed prior and commonly used hazy image model together, an efficient dehazing method is constructed. The comparisons between the proposed method and commonly used dehazing methods show that the proposed method has a better dehazing perfomrance than the traditional methods.
Keywords : Dehazing, Defogging, Additive wavelet transform