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Genetic Model Optimization.pdf
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上传时间: 2009-09-17
详细说明： In our previous work we presented a model-based approach to perform robust, high-speed face localization based on the Hausdor® distance. A crucial step during the design of the system is the choice of an appropriate edge model that ¯ts for a wide range of di®ere nt human faces. In this paper we present an optimization approach that creates and successively improves such a model by means of genetic algorithms. To speed up the process and to prevent early saturation we use a special bootstrapping method on the sample set. Several initialization functions are tested and compared. ...展开收缩
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