Discussions>What upsampling methods are there?>

What upsampling methods are there?

I've got a model, which tries to upsample it, without losing any quality. What upsampling methods are there? I would like to know more about interpolation method as well.

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1 Answers

You can use regular upsampling methods, which are implemented in different libraries like OpenCV, Tensorflow, Keras, Pytorch etc. It is a simple upsampling with different interpolations: Bilinear, Nearest, Bicubic, Lanczos etc.

Take a look at this: https://www.cs.toronto.edu/~guerzhoy/320/lec/upsampling.pdf

And this: https://clouard.users.greyc.fr/Pantheon/experiments/rescaling/index-en.html

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