Use the following steps to create eps figure in linux.
- Use openoffice to draw the figure
- Export the file as figure.pdf
- Run $pdftops -eps figure.pdf. This will create a file figure.eps
- Run $cat figure.eps | ps2eps > MyFigure.eps. This will fix the bounding box of the eps file.