Common Sense Reasoning for Human Action Recognition

Digital Information Research Centre

The human brain recognises human actions by not only extracting relevant visual information, but also applying logical reasoning. It is proposed to follow a similar process within a computer vision framework where machine learning-based results are refined by a common-sense reasoning system.

Selected Recent Publications

Episode Reasoning for Vision-Based Human Action Recognition, Maria J. Santofimia, J. Martinez del Rincon, and J.-C. Nebel, The Scientific World Journal, vol. 2014, Article ID 270171, 18 pages, 2014

Common Sense Reasoning for Human Action Recognition, J. Martinez del Rincon, Maria J. Santofimia and J.-C. Nebel, Pattern Recognition Letters, 34(15), pp 1849-1860, 2013

Common-Sense Knowledge for a Computer Vision System for Human Action Recognition, M. J. Santofimia, J. Martinez del Rincon, and J.-C. Nebel, International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2012), Vitoria-Gasteiz, Spain, December 3-5, 2012

Project Groups

Visual surveillance

Project Members

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