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http://dspace.mediu.edu.my:8181/xmlui/handle/1721.1/7193
Title: | Example Based Learning for View-Based Human Face Detection |
Keywords: | Face Detection Pattern Recognition Pattern Classification Learning from examples Object Recognition |
Issue Date: | 9-Oct-2013 |
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. |
URI: | http://koha.mediu.edu.my:8181/xmlui/handle/1721 |
Other Identifiers: | AIM-1521 CBCL-112 http://hdl.handle.net/1721.1/7193 |
Appears in Collections: | MIT Items |
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