Human Face Recognition with Support Vector Machines
Latha Parthiban
Broschiertes Buch

Human Face Recognition with Support Vector Machines

Algorithms and Applications

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The computer vision problem of face recognition has over the years become a common high-requirement benchmark for machine learning methods. In the last decade, highly efficient face recognition systems have been developed that extensively use the nature of the image domain to achieve accurate real-time performance. The effectiveness of such systems are possible only with the progress of machine learning algorithms. Support vector machine learning is a relatively recent method that offers a good generalization performance in classification problems like face recognition. An algorithm based on G...