Smartphone-Based Seamless Scene and Object Recognition for Visually Impaired Persons
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| Publicado en: | Information vol. 16, no. 9 (2025), p. 808-823 |
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| Otros Autores: | , , |
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MDPI AG
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| Acceso en línea: | Citation/Abstract Full Text + Graphics Full Text - PDF |
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| 003 | UK-CbPIL | ||
| 022 | |a 2078-2489 | ||
| 024 | 7 | |a 10.3390/info16090808 |2 doi | |
| 035 | |a 3254540468 | ||
| 045 | 2 | |b d20250101 |b d20251231 | |
| 084 | |a 231474 |2 nlm | ||
| 100 | 1 | |a Rahman, Fisilmi Azizah | |
| 245 | 1 | |a Smartphone-Based Seamless Scene and Object Recognition for Visually Impaired Persons | |
| 260 | |b MDPI AG |c 2025 | ||
| 513 | |a Journal Article | ||
| 520 | 3 | |a This study introduces a mobile application designed to assist visually impaired persons (VIPs) in navigating complex environments, such as supermarkets. Recent assistive tools often identify objects in isolation without providing contextual awareness. In contrast, our proposed system uses seamless scene and object recognition to help users efficiently locate target items and understand their surroundings. Employing a “human-in-the-loop approach”, users control their smartphone camera direction to explore the space. Experiments conducted in a simulated shopping environment show that the system enhances object-finding efficiency and improves user orientation. This approach not only increases independence, but also promotes inclusivity by enabling VIPs to perform everyday tasks with greater confidence and autonomy. | |
| 653 | |a Visual impairment | ||
| 653 | |a Cameras | ||
| 653 | |a Usability | ||
| 653 | |a Datasets | ||
| 653 | |a People with disabilities | ||
| 653 | |a Smartphones | ||
| 653 | |a Applications programs | ||
| 653 | |a Supermarkets | ||
| 653 | |a Mobile computing | ||
| 653 | |a Blindness | ||
| 653 | |a Design | ||
| 653 | |a Shopping | ||
| 653 | |a Algorithms | ||
| 653 | |a Object recognition | ||
| 653 | |a Feedback | ||
| 653 | |a Cognition & reasoning | ||
| 700 | 1 | |a Pusparani Ferina Ayu | |
| 700 | 1 | |a Yeoh Wen Liang | |
| 700 | 1 | |a Fukuda Osamu | |
| 773 | 0 | |t Information |g vol. 16, no. 9 (2025), p. 808-823 | |
| 786 | 0 | |d ProQuest |t Advanced Technologies & Aerospace Database | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/3254540468/abstract/embedded/L8HZQI7Z43R0LA5T?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text + Graphics |u https://www.proquest.com/docview/3254540468/fulltextwithgraphics/embedded/L8HZQI7Z43R0LA5T?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text - PDF |u https://www.proquest.com/docview/3254540468/fulltextPDF/embedded/L8HZQI7Z43R0LA5T?source=fedsrch |