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.
@article{arxiv.2004.13482,
title = {HAPRec: Hybrid Activity and Plan Recognizer},
author = {Roger Granada and Ramon Fraga Pereira and Juarez Monteiro and Leonardo Amado and Rodrigo C. Barros and Duncan Ruiz and Felipe Meneguzzi},
journal= {arXiv preprint arXiv:2004.13482},
year = {2020}
}
Comments
Demo paper of the AAAI 2020 Workshop on Plan, Activity, and Intent Recognition