Covariance Features for Trajectory Analysis
| dc.contributor.author | Karadeniz, Talha | |
| dc.contributor.author | Maras, Hadi Hakan | |
| dc.date.accessioned | 2025-11-06T17:22:18Z | |
| dc.date.available | 2025-11-06T17:22:18Z | |
| dc.date.issued | 2016 | |
| dc.description | Maras, Hadi Hakan/0000-0001-5117-3938 | en_US |
| dc.description.abstract | In this work, we aimed to demonstrate that covariance estimation methods can be used for trajectory classification. We have shown that, features obtained via shrunk covariance estimation are suitable for describing trajectories. We have arrived to the conclusion that, when compared to Dynamic Time Warping, the explained technique is faster and may yield more accurate results. | en_US |
| dc.identifier.isbn | 9781509016792 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12416/15727 | |
| dc.language.iso | tr | en_US |
| dc.publisher | IEEE | en_US |
| dc.relation.ispartof | 24th Signal Processing and Communication Application Conference (SIU) -- MAY 16-19, 2016 -- Zonguldak, TURKEY | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Trajectory Classification | en_US |
| dc.subject | Dynamic Time Warping | en_US |
| dc.subject | Clustering | en_US |
| dc.title | Covariance Features for Trajectory Analysis | |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication | |
| gdc.author.id | Maras, Hadi Hakan/0000-0001-5117-3938 | |
| gdc.author.wosid | Maras, Hadi Hakan/G-1236-2017 | |
| gdc.author.wosid | Maras, Hakan/G-1236-2017 | |
| gdc.coar.access | metadata only access | |
| gdc.coar.type | text::conference output | |
| gdc.description.department | Çankaya University | en_US |
| gdc.description.departmenttemp | [Karadeniz, Talha; Maras, Hadi Hakan] Cankaya Univ, Bilgisayar Muhendisligi Bolumu, Ankara, Turkey | en_US |
| gdc.description.endpage | 1683 | en_US |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | N/A | |
| gdc.description.startpage | 1681 | en_US |
| gdc.description.woscitationindex | Conference Proceedings Citation Index - Science | |
| gdc.description.wosquality | N/A | |
| gdc.identifier.wos | WOS:000391250900397 | |
| gdc.index.type | WoS | |
| gdc.wos.citedcount | 0 | |
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