 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
|
|
|
|
|
|
 |
 |
 |
 |
 |
This same
procedure applies in more general circumstances
|
|
|
• |
More than two
classes
|
|
|
|
• |
More than one
dimension
|
|
|
|
|
|
 |
|
|
|
 |
 |
 |
 |
 |
 |
 |
 |
 |
Example: face detection
|
|
|
|
• |
Here, X is an
image region
|
|
|
– |
dimension = #
pixels
|
|
|
|
– |
each face can be
thought
|
|
|
of as a point in
a high
|
|
|
|
dimensional space
|
|
|
|
|
|
 |
|
|
|
H. Schneiderman and
T.Kanade
|
|
|
|
|
|