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DnCNN_seismic_oceanography (ODIS id: 1957)

This resource is online Last check was 05/05/2024 19:31
First entry: 22/01/2021 Last update: 01/05/2021
Submitter/Owner of this record Mr. Cristian Muñoz Mas ( OceanExpert : 30291 )
Submitter/Owner Role IODE Secretariat
Datasource URL https://github.com/hgjun1026/DnCNN_seismic_oceanography
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English name DnCNN_seismic_oceanography
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Citation Jun, H., Jou, H.-T., Kim, C.-H., Lee, S. H., and Kim, H.-J.: Random Noise Attenuation of Sparker Seismic Oceanography Data with Machine Learning, Ocean Sci. Discuss., https://doi.org/10.5194/os-2020-13, in review, 2020.
Abstract Random Noise Attenuation of Sparker Seismic Oceanography Data with Machine Learning. This repository includes the codes and sample data for the paper "Random Noise Attenuation of Sparker Seismic Oceanography Data with Machine Learning" in Ocean Science. The programs are based on the "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (https://github.com/cszn/DnCNN)"
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