Research of usage of Haar-like features and AdaBoost algorithm in Viola-Jones method of object detection

This paper describes the usage of AdaBoost algorithm in Viola-Jones method of face detection. Viola-Jones is first object detection framework that provides competitive object detection rates in real-time. This framework is widely used in solving face detection tasks. The Viola-Jones method uses seve...

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Veröffentlicht in:	2013 12th International Conference the Experience of Designing and Application of CAD Systems in Microelectronics (CADSM) S. 284 - 286
Hauptverfasser:	Peleshko, D., Soroka, K.
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.02.2013
Schlagworte:	AdaBoost Boosting Classification algorithms classifiers cascade Face Face detection Feature extraction Haar-like features Object detection Training ViolaJones
ISBN:	9781467364614, 1467364614
Online-Zugang:	Volltext
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