InvDN icon indicating copy to clipboard operation
InvDN copied to clipboard

Published 20 hours ago • verified publisher icon Yang-Liu1082

Generate noise

Open madalincostea opened this issue 3 years ago • 1 comments

Hello! I read in the paper that the network is also able to generate noise: "Further, via manipulating the noisy latent representation, InvDN is also able to generate noise more similar to the original one.".

  1. Does this mean the we can feed clean images to the network and get them noisy, similar to natural noise?

  2. And if so, I got a bit lost in the code, how do I run this?

madalincostea avatar Jul 22 '21 12:07 madalincostea

Hello! I read in the paper that the network is also able to generate noise: "Further, via manipulating the noisy latent representation, InvDN is also able to generate noise more similar to the original one.".

  1. Does this mean the we can feed clean images to the network and get them noisy, similar to natural noise?
  2. And if so, I got a bit lost in the code, how do I run this?

We provide an application for generating noise based on the idea of InvDN, please refer to "Learning to Decouple and Generate Seismic Random Noise via Invertible Neural Network" (https://ieeexplore.ieee.org/document/10227303).

mengchuangji avatar Oct 18 '23 13:10 mengchuangji