Hover image text appear

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Hello

I'm playing around with my website and I like the clean look of the fullscreen slider.
Such as this http://www.chrisaadland.com/people

However I don't like to add permanent text under images as description, instead I'd like for it to be able to when hovering an image it goes white with a central text.

Is there any way I can do this? Also I know my basic HTML and understand CSS to some degree, but beyond that I'm lost.

Dear @chrisaadland
this can be achieved with jQuery. Not that difficult.
You create a text box which is on opacity 0.
Then with jQuery you add or remove a class which gives opacity 1 !important to this element. You can use the toggleClass function from jQuery.

Best!

Marius