Instant Image Denoising Plugin for ImageJ using Convolutional Neural Networks

23 Jun 2020  ·  Mannam Varun, Zhang Yide, Zhu Yinhao, Howard Scott ·

We present a new convolutional neural network (CNN) based ImageJ plugin for fluorescence microscopy image denoising with an average improvement of 7.5 dB in peak signal-to-noise ratio (PSNR) and denoising instantly within 80 msec.

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Task Dataset Model Metric Name Metric Value Global Rank Benchmark
intensity image denoising FMD Noise2Noise and DnCNN PSNR 7.5dB improvement # 1

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