Real-time image denoising of mixed Poisson–Gaussian noise in fluorescence microscopy images using ImageJ

V Mannam, Y Zhang, Y Zhu, E Nichols, Q Wang… - Optica, 2022 - opg.optica.org
Fluorescence microscopy imaging speed is fundamentally limited by the measurement
signal-to-noise ratio (SNR). To improve image SNR for a given image acquisition rate …

Fluorescence Microscopic Image Reconstruction Using Variational Autoencoder and CycleGAN

MGKS Charan, SS Poorna, K Anuraj… - IoT Based Control …, 2022 - Springer
Many times, noise corrupts images, especially fluorescence microscopic data. Conventional
methods for increasing the Signal to Noise ratio (SNR) of corrupted images, such as …