@ Akshay : I think tables in scientific papers are meant.
Tables usually contain straight horizontal and vertical lines. You could use the Hough transform to detect those.
Figures can have those lines too...
I think it's best to let the author of the paper decide whether it is a table or not. You would then need to 'read' the superscript or subscript of the table/figure.