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.
|Title of host publication||Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|
|Number of pages||8|
|Publication status||Published - 2012|
|Event||International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2012) - Vitoria-Gasteiz, Spain|
Duration: 03 Dec 2012 → 05 Dec 2012
|Conference||International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2012)|
|Period||03/12/2012 → 05/12/2012|