Definition and Performance Evaluation of a Robust SVM Based Fall Detection Solution

We propose an automatic approach to detect falls in home environment. A Support Vector Machine based classifier is fed by a set of selected features extracted from human body silhouette tracking. The classifier is followed by filtering operations taking into account the temporal nature of a video. T...

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Bibliographische Detailangaben

Hauptverfasser:	Charfi, I., Miteran, J., Dubois, J., Atri, M., Tourki, R.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Cameras Error analysis Feature extraction Protocols Robustness Support vector machines Training
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