The
Drainage Analogy
The topographical watershed concept
is based on an analogy that all points on the surface are classified according
to
drainage, i.e. any two points are in the same region if they drain
to the same point.
Courtesy of Dr. Peter Yim at National
Institutes of Health, Bethesda, MD
Left:
Gradient
image of some object image. Object boundary can be viewed as an area
where pixel intensity changes at the greater rate than object interior
so that gradient corresponding to object boundary is higher, whereas gradient
values in object interior are lower since the intensity does not change
greatly. This gradient image can be viewed as a simple topographical surface
if the gradient value is taken as the height.
Center: Downstream.
If a drop of rain falls on a point P, it flows down the surface
following a line of steepest descent called downstream and stops at some
local surface minima (M). If a drop of water falls on
another point P' and stops at the same M, these two points belong
to the same watershed.
Right: Watershed
lines. Adjacent watersheds are divided by a path where a drop of
water has the equal chance of flowing into adjacent watersheds. The
path represents watershed line (W) that usually occurs along the
peaks of ridgelike structures.