The Bayesian structure has considered noise and haze with the aim of meeting the dehazing algorithms. The research paper below contains a brief introduction of the existing desert image dehazing algorithms. A literature review containing the development and aim of the Bayesian framework is also outlined in the research paper. The research objective is outlined, with the three methodologies used in the research discussed in detail. It is here that different formulas associated with the proposed algorithm have been discussed. Later is the evaluation of the proposed desert image dehazing algorithm, with the most efficient approach being identified? The paper ends with a short conclusion, summarizing all the main ideas that have been discussed in the entire research paper.