Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  denoise Poisson images with an iterative algorithm that progressively improves the effectiveness of variance-stabilizing transformations (VST) for Gaussian denoising filters. At each iteration, a combination of the Poisson observations with the denoised estimate from the previous iteration is treated as scaled Poisson data and filtered through a VST scheme. Due to the slight mismatch beten a true scaled Poisson distribution and this combination, a special exact unbiased inverse is designed.  present an implementation of this approach based on the BM3D Gaussian denoising filter. With a computational cost at worst twice that of the noniterative scheme, the proposed algorithm provides significantly better quality, particularly at low signal-to-noise ratio, outperforming much costlier state-of-the-art alternatives.
['Lucio Azzari', 'Alessandro Foi']
I am writing a research paper on a idea Variance Stabilization for Noisy+Estimate Combination in Iterative Poisson Denoising
[{"from": "human", "value": "I am writing a research paper on a idea Variance Stabilization for Noisy+Estimate Combination in Iterative Poisson Denoising"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  denoise Poisson images with an iterative algorithm that progressively improves the effectiveness of variance-stabilizing transformations (VST) for Gaussian denoising filters. At each iteration, a combination of the Poisson observations with the denoised estimate from the previous iteration is treated as scaled Poisson data and filtered through a VST scheme. Due to the slight mismatch beten a true scaled Poisson distribution and this combination, a special exact unbiased inverse is designed.  present an implementation of this approach based on the BM3D Gaussian denoising filter. With a computational cost at worst twice that of the noniterative scheme, the proposed algorithm provides significantly better quality, particularly at low signal-to-noise ratio, outperforming much costlier state-of-the-art alternatives."}]