Human Identification in Video-streaming: Based on Classification Parameters - Softcover

Akhmetov, Yerlan

Softcover

ISBN 10: 3659669830 ISBN 13: 9783659669835

Verlag: LAP LAMBERT Academic Publishing, 2015

Inhaltsangabe

Human identification is the trending feature in most software, which is used by security organizations. Most of this type of software is oriented only for human identification by searching him from face database. We propose the software that identifies human in video-streaming by some classification parameters. In our work we classify people into age, gender, and race groups based on facial features. There are 3 face recognition algorithms: Eigenfaces, Fisherfaces and Local Binary Patterns Histograms; that are suitable for classification task. For every algorithm classifiers with 1500 images from same dataset are trained. Purpose of the research is to determine the most appropriate one from chosen face recognition algorithms for human identification task based on classification parameters. For this purpose performance test experiment, which determines the recognition time and rate of face recognition algorithms, is performed. According to the results of experiment, Fisherfaces is selected as most appropriate algorithm for our human identification task.

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Über die Autorin bzw. den Autor

Yerlan Akhmetov has been interested in IT and has programmed softwaresince 2008. He received his B.Sc from Suleyman Demirel University and his M.Sc from International Information Technologies University. He currently resides in Almaty, Kazakhstan. Outside work, his main interest is crossfit, mountain bike and snowboard.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2015
• Sprache: Englisch
• ISBN 10: 3659669830
• ISBN 13: 9783659669835
• Einband: Taschenbuch
• Anzahl der Seiten: 76
• Kontakt zum Hersteller: Nicht verfügbar
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