Some pictures of visualization of a numerical method for determining the type of local extrema of functions with two variables on a contour map without using derivatives
Here are explanatory images from the applet.
Concentric closed contour lines always indicate either a local minimum or a local maximum. If a contour line intersects itself, the point could be a saddle point, local minimum, or local maximum.