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    • Analysis and recognition of human actions with flow features and temporal models

    Hildegard Kühne

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    This work focuses the recognition of complex human activities in video data. A combination of new features and techniques from speech recognition is used to realize a recognition of action units and their combinations in video sequences. The presented approach shows how motion information gained from video data can be used to interpret the underlying structural information of actions and how higher level models allow an abstraction of different motion categories beyond simple classification.

    Umfang: XV, 183 S.

    Preis: €43.00 | £40.00 | $76.00

    Fächer:

    Informatik und Mathematik 

    Schlagwörter:

    Bewegungserkennung Videoanalyse Bewegungsmerkmale generative Modelle Action recognition video analysis motion features generative models

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    Empfohlene Zitierweise
    Kühne, H. 2015. Analysis and recognition of human actions with flow features and temporal models. Karlsruhe: KIT Scientific Publishing. DOI: https://doi.org/10.5445/KSP/1000043583
    Kühne, H., 2015. Analysis and recognition of human actions with flow features and temporal models. Karlsruhe: KIT Scientific Publishing. DOI: https://doi.org/10.5445/KSP/1000043583
    Kühne, H. Analysis and Recognition of Human Actions with Flow Features and Temporal Models. KIT Scientific Publishing, 2015. DOI: https://doi.org/10.5445/KSP/1000043583
    Kühne, H. (2015). Analysis and recognition of human actions with flow features and temporal models. Karlsruhe: KIT Scientific Publishing. DOI: https://doi.org/10.5445/KSP/1000043583
    Kühne, Hildegard. 2015. Analysis and Recognition of Human Actions with Flow Features and Temporal Models. Karlsruhe: KIT Scientific Publishing. DOI: https://doi.org/10.5445/KSP/1000043583



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    Weitere Informationen

    Veröffentlicht am 30. Juni 2015

    Sprache

    Englisch

    Seitenanzahl:

    210

    ISBN
    Paperback 978-3-7315-0282-1

    DOI
    https://doi.org/10.5445/KSP/1000043583