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5 months ago
Instant Image Denoising Plugin for ImageJ using Convolutional Neural Networks
Mannam Varun ; Zhang Yide ; Zhu Yinhao ; Howard Scott
Abstract
We present a new convolutional neural network (CNN) based ImageJ plugin forfluorescence microscopy image denoising with an average improvement of 7.5 dBin peak signal-to-noise ratio (PSNR) and denoising instantly within 80 msec.
Code Repositories
varunmannam/Image_denoising
Official
tf
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| intensity-image-denoising-on-fmd | Noise2Noise and DnCNN | PSNR: 7.5dB improvement |
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