The retinal fundus image plays an important role in the diagnosis of retinal diseases. Detailed information of the retinal fundus image, such as small vessels, microaneurysms, and exudates, may be of low contrast, and retinal image enhancement often helps to analyze retinal fundus image-related diseases.