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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| Vydáno v: | 2013 12th International Conference the Experience of Designing and Application of CAD Systems in Microelectronics (CADSM) s. 284 - 286 |
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| Hlavní autoři: | , |
| Médium: | Konferenční příspěvek |
| Jazyk: | angličtina |
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IEEE
01.02.2013
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| ISBN: | 9781467364614, 1467364614 |
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| Abstract | 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 several technologies and algorithms. One of them is boosting algorithm AdaBoost, which is used to build classifiers cascades of objects. |
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| AbstractList | 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 several technologies and algorithms. One of them is boosting algorithm AdaBoost, which is used to build classifiers cascades of objects. |
| Author | Soroka, K. Peleshko, D. |
| Author_xml | – sequence: 1 givenname: D. surname: Peleshko fullname: Peleshko, D. email: dpeleshko@gmail.com organization: Publishing Inf. Technol. Dept., Lviv Polytech. Nat. Univ., Lviv, Ukraine – sequence: 2 givenname: K. surname: Soroka fullname: Soroka, K. email: sorokate@gmail.com organization: Publishing Inf. Technol. Dept., Lviv Polytech. Nat. Univ., Lviv, Ukraine |
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| PublicationTitle | 2013 12th International Conference the Experience of Designing and Application of CAD Systems in Microelectronics (CADSM) |
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| Snippet | This paper describes the usage of AdaBoost algorithm in Viola-Jones method of face detection. Viola-Jones is first object detection framework that provides... |
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| StartPage | 284 |
| SubjectTerms | AdaBoost Boosting Classification algorithms classifiers cascade Face Face detection Feature extraction Haar-like features Object detection Training ViolaJones |
| Title | Research of usage of Haar-like features and AdaBoost algorithm in Viola-Jones method of object detection |
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