A Voting Method and Its Application in Precise Object Location
Identifieur interne : 001385 ( Main/Merge ); précédent : 001384; suivant : 001386A Voting Method and Its Application in Precise Object Location
Auteurs : Yong Gao [République populaire de Chine] ; Xinshan Zhu [République populaire de Chine] ; Xiangsheng Huang [République populaire de Chine] ; Yangsheng Wang [République populaire de Chine]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2005.
Abstract
Abstract: It has been demonstrated that combining the decisions of several classifiers can lead to better recognition results. The combination can be implemented using a variety of schemes, among which voting method is the simplest, but it has been found to be just as effective as more complicated strategies in improving the recognition results. In this paper, we propose a voting method for object location, which can be viewed as generalization of majority vote rule. Using this method, we locate eye centers in face region. The experimental results demonstrate that the locating performance is comparable with other newly proposed eye locating methods. The voting method can be considered as a general fusion scheme for precise location of object.
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DOI: 10.1007/11573548_7
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