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Detector noise #2

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fmu2 opened this issue Jan 7, 2021 · 2 comments
Open

Detector noise #2

fmu2 opened this issue Jan 7, 2021 · 2 comments

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@fmu2
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fmu2 commented Jan 7, 2021

Thanks for the great work!

Would you also release the code for modeling detector noise (eq. 4 in the paper)? I am a little confused by how exactly time jitter is modeled. How many samples did you draw from the jitter distribution for each temporal bin? Thanks!

@grau4
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grau4 commented Jan 11, 2021

Similar question here. I'm overall confused about how inputs are fed to the network during training (scale+Poisson+jitter), i.e the full augmentation model. I wonder if the authors plan upload a crop a training+data_load code.

@wenzhengchen
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Hi, sorry for the delay.

Actually we directly use code in another paper, the webpage can be found in http://graphics.unizar.es/data/spad/. They provide code.
To be specific, when we use OpenGL to generate data, we treat it as clean data and next we directly apply the above code to add noise.

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