You can get the same sensation with your eyes open by staring at a spot, although it requires a little more focus.
If your eyes get the same information for a long time, you stop processing that information, so your vision gets replaced by gray blobs wherever the information is being lost.
[More info](https://en.wikipedia.org/wiki/Troxler%27s_fading)
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