Measures for the evaluation of segmentation methods used in model based people tracking methods
dc.contributor.author | John, Gladis | |
dc.contributor.author | West, Geoff | |
dc.contributor.author | Lazarescu, Mihai | |
dc.contributor.editor | Ching-Yung Lin | |
dc.contributor.editor | Ingemar Cox | |
dc.date.accessioned | 2017-01-30T10:30:13Z | |
dc.date.available | 2017-01-30T10:30:13Z | |
dc.date.created | 2014-10-28T02:23:21Z | |
dc.date.issued | 2009 | |
dc.identifier.citation | John, G. and West, G. and Lazarescu, M. 2009. Measures for the evaluation of segmentation methods used in model based people tracking methods, in Lin, C.-Y. and Cox, I. (ed), ICME, Jun 28-30 2009, pp. 646-649. New York, NY, USA: IEEE Press. | |
dc.identifier.uri | http://hdl.handle.net/20.500.11937/3325 | |
dc.identifier.doi | 10.1109/ICME.2009.5202579 | |
dc.description.abstract |
This paper proposes a number of methods to evaluate features in the context of people tracking in complex environments. Such environments will have varying lighting conditions (the subject of this paper), occlusions by other people and objects, as well as a varying number of people. The paper concentrates on edge features because of their insensitivity to changes in illumination and camera movements. It assumes that some form of model-based processing will be used for recognition and tracking so as to be able to deal with partially visible people. This requires the adaptive choice of what parts of people need to be tracked using the best combination of features. A number of measures are proposed to quantify edge performance that are illustrated for a number of edge detectors on a number of video sequences that have different properties or contexts. | |
dc.publisher | IEEE Press Piscataway, | |
dc.title | Measures for the evaluation of segmentation methods used in model based people tracking methods | |
dc.type | Conference Paper | |
dcterms.source.startPage | 646 | |
dcterms.source.endPage | 649 | |
dcterms.source.title | Proceedings of the 2009 IEEE international conference on Multimedia and Expo | |
dcterms.source.series | Proceedings of the 2009 IEEE international conference on Multimedia and Expo | |
dcterms.source.isbn | 9781424442904 | |
dcterms.source.conference | ICME 2009 | |
dcterms.source.conference-start-date | Jun 28 2009 | |
dcterms.source.conferencelocation | New York, NY, USA | |
dcterms.source.place | USA | |
curtin.department | Department of Computing | |
curtin.accessStatus | Fulltext not available |