\documentclass{article}
\usepackage{subcaption}
\usepackage{graphicx}
\begin{document}
\begin{figure}
\captionsetup[subfigure]{labelformat=parens}
\centering
\begin{tabular}{@{}p{1cm}p{1cm}@{}}
\begin{subfigure}[c]{1cm}
\centering
\includegraphics[width=1.0cm]{example-image-a}
\end{subfigure} &
\begin{subfigure}[c]{1cm}
\includegraphics[width=1.0cm,height=4cm]{example-image-b}
\end{subfigure} \\
\captionof{subfigure}{}
\label{sfig:testa} &
\captionof{subfigure}{}
\label{sfig:testb}
\end{tabular}