| dc.creator |
Sung, Kah Kay |
|
| dc.creator |
Poggio, Tomaso |
|
| dc.date |
2004-10-20T20:49:22Z |
|
| dc.date |
2004-10-20T20:49:22Z |
|
| dc.date |
1995-01-24 |
|
| dc.date.accessioned |
2013-10-09T02:48:31Z |
|
| dc.date.available |
2013-10-09T02:48:31Z |
|
| dc.date.issued |
2013-10-09 |
|
| dc.identifier |
AIM-1521 |
|
| dc.identifier |
CBCL-112 |
|
| dc.identifier |
http://hdl.handle.net/1721.1/7193 |
|
| dc.identifier.uri |
http://koha.mediu.edu.my:8181/xmlui/handle/1721 |
|
| dc.description |
We present an example-based learning approach for locating vertical frontal views of human faces in complex scenes. The technique models the distribution of human face patterns by means of a few view-based "face'' and "non-face'' prototype clusters. At each image location, the local pattern is matched against the distribution-based model, and a trained classifier determines, based on the local difference measurements, whether or not a human face exists at the current image location. We provide an analysis that helps identify the critical components of our system. |
|
| dc.format |
21 p. |
|
| dc.format |
2933946 bytes |
|
| dc.format |
846344 bytes |
|
| dc.format |
application/postscript |
|
| dc.format |
application/pdf |
|
| dc.language |
en_US |
|
| dc.relation |
AIM-1521 |
|
| dc.relation |
CBCL-112 |
|
| dc.subject |
Face Detection Pattern Recognition Pattern Classification Learning from examples Object Recognition |
|
| dc.title |
Example Based Learning for View-Based Human Face Detection |
|