Common-Sense Knowledge for a Computer Vision System for Human Action Recognition
M.J. Santofimia
Cenference: Ambient Assisted Living and Home Care
Location: Vitoria (EspaƱa)
Date: 03/12/2012 - 05/12/2012
Pages: 159-166
This work presents a novel approach for human action recognition based on the combination of computer vision techniques and common-sense knowledge and reasoning capabilities. The emphasis of this work is on how common sense has to be leveraged to a vision-based human action recognition so that nonsensical errors can be amended at the understanding stage. The proposed framework is to be deployed in a realistic environment in which humans behave rationally, that is, motivated by an aim or a reason.