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1 IRIT - Institut de recherche en informatique de Toulouse 2 LIU - Lebanese International University

Abstract : In the video analysis domain, automatic detection of actions performed in a recorded video represents an important scientific and industrial challenge. This paper presents a new method to approximate the boundaries of actions performed by a person while interacting with his environment such as moving objects. This method relies on a Codebook quantization method to analyze the rough evolution of each pixel and then decide whether this evolution corresponds to an action or not; this decision is taken by an automated system. Statistics are then produced - at the scale of the whole frame - to estimate the start and the end of an action. According to our proposed evaluation protocol, this method produces interesting results on both real and simulated videos. This statistic-based protocol is discussed at the end of this paper. The interpretation of this evaluation protocol nominates this method to be a solid base to localize the exact boundaries of actions or - in the framework of this research activity - to associate prescriptive text with a visual content.

Keywords : Video analysis Action detection Segmentation Codebook quantization





Autor: Hassan Wehbe - Bassem Haidar - Philippe Joly -

Fuente: https://hal.archives-ouvertes.fr/



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