Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Even high-quality lenses suffer from optical aberrations, especially when used at full aperture. Furthermore, there are significant lens-to-lens deviations due to manufacturing tolerances, often rendering current software solutions like DxO, Lightroom, and PTLens insufficient as they don't adapt and only include generic lens blur models.  propose a method that enables the self-calibration of lenses from a natural image, or a set of such images. To this end  develop a machine learning framework that is able to exploit several recorded images and distills the available information into an accurate model of the considered lens.
['Michael Hirsch', 'Bernhard Schölkopf']
I am writing a research paper on a idea Self-Calibration of Optical Lenses
[{"from": "human", "value": "I am writing a research paper on a idea Self-Calibration of Optical Lenses"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Even high-quality lenses suffer from optical aberrations, especially when used at full aperture. Furthermore, there are significant lens-to-lens deviations due to manufacturing tolerances, often rendering current software solutions like DxO, Lightroom, and PTLens insufficient as they don't adapt and only include generic lens blur models.  propose a method that enables the self-calibration of lenses from a natural image, or a set of such images. To this end  develop a machine learning framework that is able to exploit several recorded images and distills the available information into an accurate model of the considered lens."}]