Real-time Image Denoising of Mixed Poisson-Gaussian Noise in Fluorescence Microscopy Images using ImageJ
Varun Mannam, Yide Zhang, Yinhao Zhu, Ev L. Nichols, Qingfei Wang, Vignesh Sundaresan, Siyuan Zhang, Cody J. Smith, Paul W. Bohn, Scott S. Howard
The paper develops a CNN-based denoising method for mixed Poisson-Gaussian noise in fluorescence microscopy images, achieving real-time performance and superior SNR improvement.
Optica · Feb 8, 2022Peer-reviewedNeuroscience