I noticed that pdflatex does not compile the following minimal working example with an eps figure when the additional options are used for the graphics in the \includegraphics part. Without the additional options everything works fine. I tried compiling the source with latex command and everything works fine. I read about these engines and concluded that they are essentially the same program invoked with different options. I really wonder why there are problems with pdf output and not with dvi output. As far as I know these two engines should be using the same format, i.e LaTeX.
I also noticed that I did not have to use epstopdf package. Why is this the case?
\documentclass{article}
\usepackage[pdftex]{graphics}
\usepackage{float}
%\usepackage{epstopdf}
\begin{document}
\begin{figure}[H]
% \includegraphics[width=3.25in,height=3.25in]{trial.eps}
\includegraphics[15,10][34,45]{trial.eps}
\end{figure}
\end{document}

However, it works without these additional options. I always use the graphicx package actually, yet I got really curious why this happened.
– Vesnog May 28 '16 at 23:18