基于卷积神经网络的 ImageJ 即时图像去噪插件
图像与视频处理
2021-06-30 v1
摘要
我们提出一种基于卷积神经网络（CNN）的 ImageJ 插件，用于荧光显微图像去噪，峰值信噪比（PSNR）平均提升 7.5 dB，并在 80 毫秒内即时去噪。
引用
@article{arxiv.2006.13801,
title = {Instant Image Denoising Plugin for ImageJ using Convolutional Neural Networks},
author = {Varun Mannam and Yide Zhang and Yinhao Zhu and Scott Howard},
journal= {arXiv preprint arXiv:2006.13801},
year = {2021}
}
备注
Biophotonics Congress: Biomedical Optics 2020 (Translational, Microscopy, OCT, OTS, BRAIN) OSA Technical Digest (Optical Society of America, 2020), paper MW2A.3