Graphics, Figures & Tables ⇒ Remove Label from Figure Caption

[APIb000]

I'm using floatrow package to organise my figures, but then would like to add an image in the preliminary chapters which should not contain figure label e.g. Figure 1, but only the actual caption. I also want to eliminate the underline of caption which floatrow does. Is there a way to get around this? The code is as below:

Code: Select all

\begin{figure}[!h]
\ffigbox[\FBwidth]
{\color{blue}\includegraphics[width=6cm,height=6cm]{./Figures/flower.png}}
{\caption{To my family}}
\end{figure}

[CrazyHorse]

Code: Select all

\documentclass[a4paper]{article}
\usepackage[demo]{graphicx}% delete [demo] later
\usepackage{caption,floatrow}
\begin{document}
\listoffigures

\begin{figure}[!htb]
\captionsetup{labelformat=empty,listformat=empty}
\ffigbox[\FBwidth]
    {\color{blue}\includegraphics[width=6cm,height=6cm]{./Figures/flower.png}}
    {\caption{To my family}}
\end{figure}

\end{document}