LaTeX.org

For my work, I'supposed to present some figures which need to be surrounded with a _thin_colored_box with rounded corners_.
I read there are ways to achieve this with text, but I wonder how to achieve this with a figure. Simple
\usepackage{float}
\floatstyle{boxed}
\restylefloat{figure}
would put ...