I'm looking for a method to center the figure captions in single- and double-column mode. Here is my code
\documentclass[journal]{IEEEtran}
\usepackage[caption=false]{subfig}
\usepackage{tabularx,tikz}
\begin{document}
\begin{figure*}
\tikz \draw [black] (0,0) rectangle (\linewidth,1cm);
\caption{caption}
\end{figure*}
\begin{figure*}
\subfloat[]{\tikz \draw [black] (0,0) rectangle (\linewidth/2,1cm);}
\subfloat[]{\tikz \draw [black] (0,0) rectangle (\linewidth/2,1cm);}
\caption{title}
\end{figure*}
\begin{figure}
\tikz \draw [black] (0,0) rectangle (\linewidth,1cm);
\caption{caption}
\end{figure}
\end{document}
which gives:


compsocconfoption, but you have to check what to use. – Claudio Fiandrino Mar 10 '14 at 14:33subfigpackage. – Jesse Mar 10 '14 at 14:41