How do I convert (.gif to .png) this image to get the original view?

Using the -coalesce option will do the wonder.

Like this,

convert -verbose -coalesce Dijkstra_Animation.gif dijkstra.png

Actually the -coalesce option "merges a sequence of images" as is claimed in the manual page.