论文标题

HAPREC:混合活动和计划识别器

HAPRec: Hybrid Activity and Plan Recognizer

论文作者

Granada, Roger, Pereira, Ramon Fraga, Monteiro, Juarez, Amado, Leonardo, Barros, Rodrigo C., Ruiz, Duncan, Meneguzzi, Felipe

论文摘要

基于计算机的助手由于适用于环境辅助生活而引起了很多兴趣。这些助手必须检测并认识辅助人类执行的高级活动和目标。在这项工作中,我们在室内环境中展示了活动的识别,以确定视频所追求的目标。我们的混合方法结合了一个动作识别模块和目标识别算法,以确定视频中主题的最终目标。

Computer-based assistants have recently attracted much interest due to its applicability to ambient assisted living. Such assistants have to detect and recognize the high-level activities and goals performed by the assisted human beings. In this work, we demonstrate activity recognition in an indoor environment in order to identify the goal towards which the subject of the video is pursuing. Our hybrid approach combines an action recognition module and a goal recognition algorithm to identify the ultimate goal of the subject in the video.

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