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8 months ago
Convolutional Neural Network
Image Processing
Image-to-Image
Method/Architecture
Multimodality
Computer Vision
Task/Problem

Instant Image Denoising Plugin for ImageJ using Convolutional Neural Networks

Varun Mannam* Yide Zhang Yinhao Zhu Scott Howard

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.

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Instant Image Denoising Plugin for ImageJ using Convolutional Neural Networks | Papers | HyperAI