Deneysel Mod Ayrıştırması Uygulanmış Yazma Hareket Bilgisi Kullanılarak El Yazısı Karakter Tanıma
| dc.contributor.author | Tuncer, Esra | |
| dc.contributor.author | Olcay, Bilal Orkan | |
| dc.contributor.author | Unlu, Mehmet Zubeyir | |
| dc.date.accessioned | 2017-11-01T07:34:14Z | |
| dc.date.available | 2017-11-01T07:34:14Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract | In this paper, handwritten character recognition by using characters' writing movements is investigated. To obtain the information about writing movements a 3-axis accelerometer is used. Just like most of other sensors, 3-axis accelerometers give the actual movement signal as well as noise. Before the recognition step, all of the signals need to be preprocessed and the noisy parts need to be removed. So, Empirical Mode Decomposition (EMD) and normalization preprocessing steps are applied to the signals. Finally, the signals in the dataset are compared with Dynamic Time Warping for classification and accurate classification rate of 91.92% is obtained. | en_US |
| dc.identifier.citation | Tunçer, E., Olcay, B. O., and Ünlü, M. Z. (2017, May 15-18). Deneysel mod ayrıştırması uygulanmış yazma hareket bilgisi kullanılarak el yazısı karakter tanıma. Paper presented at the 25th Signal Processing and Communications Applications Conference. doi:10.1109/SIU.2017.7960527 | en_US |
| dc.identifier.doi | 10.1109/SIU.2017.7960527 | en_US |
| dc.identifier.doi | 10.1109/SIU.2017.7960527 | |
| dc.identifier.isbn | 9781509064946 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.scopus | 2-s2.0-85026319123 | |
| dc.identifier.uri | http://doi.org/10.1109/SIU.2017.7960527 | |
| dc.identifier.uri | https://hdl.handle.net/11147/6434 | |
| dc.language.iso | tr | en_US |
| dc.publisher | IEEE | en_US |
| dc.relation.ispartof | 25th Signal Processing and Communications Applications Conference (SIU) -- MAY 15-18, 2017 -- Antalya, TURKEY | en_US |
| dc.relation.ispartofseries | Signal Processing and Communications Applications Conference | |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | 3-Axis Accelerometer | en_US |
| dc.subject | Emprical Mode Decomposition | en_US |
| dc.subject | Dynamic Time Warping | en_US |
| dc.subject | Handwritten Character Recognition | en_US |
| dc.title | Deneysel Mod Ayrıştırması Uygulanmış Yazma Hareket Bilgisi Kullanılarak El Yazısı Karakter Tanıma | en_US |
| dc.title.alternative | Handwritten Character Recognition Using Empirical Mode Decomposition Applied Writing Movements | en_US |
| dc.type | Conference Object | en_US |
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| gdc.author.wosid | Olcay, Bilal/Aaj-1750-2020 | |
| gdc.author.wosid | Unlu, Mehmet/Iys-9088-2023 | |
| gdc.author.wosid | Tuncer, Esra/Jwo-5132-2024 | |
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| gdc.description.department | İzmir Institute of Technology. Electrical and Electronics Engineering | en_US |
| gdc.description.departmenttemp | [Tuncer, Esra; Olcay, Bilal Orkan; Unlu, Mehmet Zubeyir] Izmir Yuksek Teknol Enstitusu, Elekt Elekt Muhendisligi Bolumu, Izmir, Turkey | en_US |
| gdc.description.endpage | 4 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
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