\usepackage{caption}
\begin{document}
\begin{figure}[!ht]
\centering
\rule{4cm}{3cm}% to simulate an actual figure
\caption{a test figure}
\label{tab:test}
\captionsetup{font={footnotesize,bf,it}}
\caption*{the source of the figure}
\end{figure}