A dataset for workflow recognition in industrial scenes

Voulodimos, A; Kosmopoulos, D; Vasileiou, G; Sardis, E; Doulamis, A; Anagnostopoulos, V; Lalos, C; Varvarigou, T

dc.contributor.author	Voulodimos, A	en
dc.contributor.author	Kosmopoulos, D	en
dc.contributor.author	Vasileiou, G	en
dc.contributor.author	Sardis, E	en
dc.contributor.author	Doulamis, A	en
dc.contributor.author	Anagnostopoulos, V	en
dc.contributor.author	Lalos, C	en
dc.contributor.author	Varvarigou, T	en
dc.date.accessioned	2014-03-01T02:52:49Z
dc.date.available	2014-03-01T02:52:49Z
dc.date.issued	2011	en
dc.identifier.issn	15224880	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/36093
dc.subject	activity recognition	en
dc.subject	industrial environments	en
dc.subject	tracking	en
dc.subject	Video surveillance	en
dc.subject	workflow recognition	en
dc.subject.other	Activity recognition	en
dc.subject.other	Automobile manufacturers	en
dc.subject.other	Data sets	en
dc.subject.other	Feature vectors	en
dc.subject.other	Heavy occlusion	en
dc.subject.other	Image processing algorithm	en
dc.subject.other	Industrial environments	en
dc.subject.other	Production line	en
dc.subject.other	Scene representation	en
dc.subject.other	Video sequences	en
dc.subject.other	Video surveillance	en
dc.subject.other	Work-flows	en
dc.subject.other	workflow recognition	en
dc.subject.other	Automobile manufacture	en
dc.subject.other	Computer vision	en
dc.subject.other	Human computer interaction	en
dc.subject.other	Industry	en
dc.subject.other	Machinery	en
dc.subject.other	Security systems	en
dc.subject.other	Surface discharges	en
dc.subject.other	Feature extraction	en
dc.title	A dataset for workflow recognition in industrial scenes	en
heal.type	conferenceItem	en
heal.identifier.primary	10.1109/ICIP.2011.6116362	en
heal.identifier.secondary	http://dx.doi.org/10.1109/ICIP.2011.6116362	en
heal.identifier.secondary	6116362	en
heal.publicationDate	2011	en
heal.abstract	In this paper we introduce the WR (Workflow Recognition) dataset. Recorded in the production line of a major automobile manufacturer, this dataset consists of sequences that depict workers executing industrial workflows. The heavy occlusions, outliers, the visually complicated background and the human-machinery interaction are among the factors that make this dataset a very challenging testbed for computer vision and image processing algorithms. We provide the original video sequences together with event labeling, as well as feature vectors extracted through our proposed scene representation methodology, and we refer to our results so far in workflow recognition using this dataset. © 2011 IEEE.	en
heal.journalName	Proceedings - International Conference on Image Processing, ICIP	en
dc.identifier.doi	10.1109/ICIP.2011.6116362	en
dc.identifier.spage	3249	en
dc.identifier.epage	3252	en