Projekteja vuodessa
Abstrakti
The advancement of artificial intelligence and wearable computing triggers the radical innovation of cognitive applications. In this work, we propose VIMES, an augmented reality-based memory assistance system that helps recall declarative memory, such as whom the user meets and what they chat. Through a collaborative method with 20 participants, we design VIMES, a system that runs on smartglasses, takes the first-person audio and video as input, and extracts personal profiles and event information to display on the embedded display or a smartphone. We perform an extensive evaluation with 50 participants to show the effectiveness of VIMES for memory recall. VIMES outperforms (90% memory accuracy) other traditional methods such as self-recall (34%) while offering the best memory experience (Vividness, Coherence, and Visual Perspective all score over 4/5). The user study results show that most participants find VIMES useful (3.75/5) and easy to use (3.46/5).
Alkuperäiskieli | Englanti |
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Otsikko | Proceedings of the 28th ACM International Conference on Multimedia |
Kustantaja | ACM |
Sivut | 3191-3200 |
Sivumäärä | 10 |
ISBN (elektroninen) | 978-1-4503-7988-5 |
DOI - pysyväislinkit | |
Tila | Julkaistu - lokak. 2020 |
OKM-julkaisutyyppi | A4 Artikkeli konferenssijulkaisuussa |
Tapahtuma | ACM International Conference on Multimedia - Virtual, Online Kesto: 12 lokak. 2020 → 16 lokak. 2020 Konferenssinumero: 28 |
Conference
Conference | ACM International Conference on Multimedia |
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Lyhennettä | MM |
Kaupunki | Virtual, Online |
Ajanjakso | 12/10/2020 → 16/10/2020 |
Sormenjälki
Sukella tutkimusaiheisiin 'VIMES: A Wearable Memory Assistance System for Automatic Information Retrieval'. Ne muodostavat yhdessä ainutlaatuisen sormenjäljen.Projektit
- 1 Päättynyt
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FIT/Kaski S.
Kaski, S., Filstroff, L., Mallasto, A., Jälkö, J., Prediger, L. & Kulkarni, T.
04/09/2019 → 31/12/2022
Projekti: Academy of Finland: Other research funding