Knives are picked before slices are cut: Recognition through activity sequence analysis

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dc.citation.epage8en_US
dc.citation.spage3en_US
dc.contributor.authorİşcen, Ahmeten_US
dc.contributor.authorDuygulu, Pınaren_US
dc.coverage.spatialBarcelona, Spain
dc.date.accessioned2016-02-08T12:08:47Z
dc.date.available2016-02-08T12:08:47Z
dc.date.issued2013-10en_US
dc.departmentDepartment of Computer Engineeringen_US
dc.descriptionDate of Conference: 21-21 October, 2013
dc.descriptionConference name: CEA '13 Proceedings of the 5th international workshop on Multimedia for cooking & eating activities
dc.description.abstractIn this paper, we introduce a model to classify cooking activities using their visual and temporal coherence information. We fuse multiple feature descriptors for fine-grained activity recognition as we would need every single detail to catch even subtle differences between classes with low inter-class variance. Considering the observation that daily activities such as cooking are likely to be performed in sequential patterns of activities, we also model temporal coherence of activities. By combining both aspects, we show that we can improve the overall accuracy of cooking recognition tasks. © Copyright 2013 ACM.en_US
dc.description.provenanceMade available in DSpace on 2016-02-08T12:08:47Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2013en
dc.identifier.doi10.1145/2506023.2506025en_US
dc.identifier.urihttp://hdl.handle.net/11693/28025
dc.language.isoEnglishen_US
dc.publisherACMen_US
dc.relation.isversionofhttp://dx.doi.org/10.1145/2506023.2506025en_US
dc.source.titleCEA 2013 - Proceedings of the 5th International Workshop on Multimedia for Cooking and Eating Activitiesen_US
dc.subjectAction recognitionen_US
dc.subjectActivity recognitionen_US
dc.subjectCooking activitiesen_US
dc.subjectImage recognitionen_US
dc.subjectActivity sequenceen_US
dc.subjectDaily activityen_US
dc.subjectMultiple feature descriptorsen_US
dc.subjectOverall accuraciesen_US
dc.subjectSequential patternsen_US
dc.subjectTemporal coherenceen_US
dc.subjectMotion estimationen_US
dc.titleKnives are picked before slices are cut: Recognition through activity sequence analysisen_US
dc.typeConference Paperen_US

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