Evaluation of Dominant and Non-Dominant Hand Movements for Volleyball Action Modelling
| dc.contributor.author | Haider, Fasih | |
| dc.contributor.author | Salim, Fahim A. | |
| dc.contributor.author | Tasdemir, Sena Busra Yengec | |
| dc.contributor.author | Naghashi, Vahid | |
| dc.contributor.author | Tengiz, Izem | |
| dc.contributor.author | Cengiz, Kubra | |
| dc.contributor.author | Luz, Saturnino | |
| dc.date.accessioned | 2025-09-25T10:46:36Z | |
| dc.date.available | 2025-09-25T10:46:36Z | |
| dc.date.issued | 2019 | |
| dc.description | Haider, Fasih/0000-0002-5150-3359; Reidsma, Dennis/0000-0002-7503-573X; Van Delden, Robby/0000-0002-6592-1199 | en_US |
| dc.description.abstract | In this paper, we assess the use of Inertial Measurement Units (IMU) in recognising different volleyball-specific actions. Analysis of the results suggests that all sensors in the IMU (i.e. magnetometer, accelerometer, barometer and gyroscope) contribute unique information in the classification of volleyball-specific actions. We demonstrate that while the accelerometer feature set provides the best Unweighted Average Recall (UAR) overall, "decision fusion" of the accelerometer with the magnetometer improves UAR slightly from 85.86% to 86.9%. Interestingly, it is also demonstrated that the non-dominant hand provides better UAR than the dominant hand. These results are even more marked with "decision fusion". | en_US |
| dc.description.sponsorship | ZonMw Netherlands; European Union's Horizon 2020 research and innovation program [769661]; Turkish Higher Education Council's 100/2000 PhD fellowship program; H2020 Societal Challenges Programme [769661] Funding Source: H2020 Societal Challenges Programme | en_US |
| dc.description.sponsorship | This work is carried out as part of the Smart Sports Exercises project funded by ZonMw Netherlands and the European Union's Horizon 2020 research and innovation program, under the grant agreement No 769661, towards the SAAM project. Sena Busra Yengec Tasdemir, is supported by the Turkish Higher Education Council's 100/2000 PhD fellowship program. | en_US |
| dc.identifier.doi | 10.1145/3351529.3360651 | |
| dc.identifier.isbn | 9781450369374 | |
| dc.identifier.scopus | 2-s2.0-85074193081 | |
| dc.identifier.uri | https://doi.org/10.1145/3351529.3360651 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12573/3799 | |
| dc.language.iso | en | en_US |
| dc.publisher | Assoc Computing Machinery | en_US |
| dc.relation.ispartof | 21st ACM International Conference on Multimodal Interaction (ICMI) -- OCT 14-18, 2019 -- Suzhou, PEOPLES R CHINA | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Human-Media Interaction | en_US |
| dc.subject | Multimodal Feedback | en_US |
| dc.subject | Gestures Analysis | en_US |
| dc.title | Evaluation of Dominant and Non-Dominant Hand Movements for Volleyball Action Modelling | en_US |
| dc.type | Conference Object | en_US |
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| gdc.author.id | Haider, Fasih/0000-0002-5150-3359 | |
| gdc.author.id | Reidsma, Dennis/0000-0002-7503-573X | |
| gdc.author.id | Van Delden, Robby/0000-0002-6592-1199 | |
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| gdc.author.wosid | Cengiz, Kubra/Kti-3407-2024 | |
| gdc.author.wosid | Haider, Fasih/W-4895-2019 | |
| gdc.author.wosid | Luz, Saturnino/Jok-7831-2023 | |
| gdc.author.wosid | Van Delden, Robby/W-7442-2019 | |
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| gdc.description.department | Abdullah Gül University | en_US |
| gdc.description.departmenttemp | [Haider, Fasih; Luz, Saturnino] Univ Edinburgh, Edinburgh, Midlothian, Scotland; [Salim, Fahim A.; Postma, Dees B. W.; van Delden, Robby; Reidsma, Dennis; van Beijnum, Bert-Jan] Univ Twente, Enschede, Netherlands; [Tasdemir, Sena Busra Yengec] Abdullah Gul Univ, Kayseri, Turkey; [Naghashi, Vahid] Bilkent Univ, Bilkent, Turkey; [Tengiz, Izem] Izmir Univ Econ, Izmir, Turkey; [Cengiz, Kubra] Istanbul Tech Univ, Istanbul, Turkey | en_US |
| gdc.description.endpage | 6 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
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