Multivalued Default Logic for Identity Maintenance in Visual Surveillance (2006)
| Venue: | In ECCV, pages IV: 119–132 |
| Citations: | 9 - 2 self |
BibTeX
@INPROCEEDINGS{Shet06multivalueddefault,
author = {Vinay D. Shet and David Harwood and Larry S. Davis},
title = {Multivalued Default Logic for Identity Maintenance in Visual Surveillance},
booktitle = {In ECCV, pages IV: 119–132},
year = {2006},
pages = {119--132}
}
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Abstract
Recognition of complex activities from surveillance video requires detection and temporal ordering of its constituent "atomic" events. It also requires the capacity to robustly track individuals and maintain their identities across single as well as multiple camera views. Identity maintenance is a primary source of uncertainty for activity recognition and has been traditionally addressed via different appearance matching approaches. However these approaches, by themselves, are inadequate. In this paper, we propose a prioritized, multivalued, default logic based framework that allows reasoning about the identities of individuals.
