Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: To avoid distortion in sky regions and make the sky and white objects clear, in this paper  propose a new image and video dehazing method utilizing the view-based cluster segmentation. Firstly, GMM(Gaussian Mixture Model)is utilized to cluster the depth map based on the distant view to estimate the sky region and then the transmission estimation is modified to reduce distortion. Secondly,  present to use GMM based on Color Attenuation Prior to divide a single hazy image into K classifications, so that the atmospheric light estimation is refined to improve global contrast. Finally, online GMM cluster is applied to video dehazing. Extensive experimental results demonstrate that the proposed algorithm can have superior haze removing and color balancing capabilities.
['Feng Yu', 'Chunmei Qing', 'Xiangmin Xu', 'Bolun Cai']
I am writing a research paper on a idea Image and video dehazing using view-based cluster segmentation
[{"from": "human", "value": "I am writing a research paper on a idea Image and video dehazing using view-based cluster segmentation"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: To avoid distortion in sky regions and make the sky and white objects clear, in this paper  propose a new image and video dehazing method utilizing the view-based cluster segmentation. Firstly, GMM(Gaussian Mixture Model)is utilized to cluster the depth map based on the distant view to estimate the sky region and then the transmission estimation is modified to reduce distortion. Secondly,  present to use GMM based on Color Attenuation Prior to divide a single hazy image into K classifications, so that the atmospheric light estimation is refined to improve global contrast. Finally, online GMM cluster is applied to video dehazing. Extensive experimental results demonstrate that the proposed algorithm can have superior haze removing and color balancing capabilities."}]