Smart vision: Assistive device for the visually impaired community using online computer vision service
Deep learning; Assistive; Assistive devices; Daily lives; On-machines; Online image processing; Prototype development; System behaviors; Visually impaired; Computer vision
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Institute of Electrical and Electronics Engineers Inc.
2023
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my.uniten.dspace-247912023-05-29T15:27:07Z Smart vision: Assistive device for the visually impaired community using online computer vision service Baskaran H. Leng R.L.M. Rahim F.A. Rusli M.E. 57211207528 57211209685 57350579500 16246214600 Deep learning; Assistive; Assistive devices; Daily lives; On-machines; Online image processing; Prototype development; System behaviors; Visually impaired; Computer vision The visually impaired community face several difficulties in their daily life. With the increase of commercial assistive devices, it can greatly improve their lives, especially for navigation and orientation, which are their main obstacles. Recently, it has been introduced many powerful online image processing services, based on Machine learning and deep learning. Microsoft is one of the main players in online image processing services. In this paper, we discussed a prototype development by utilizing the online image processing service, Microsoft Cognitive Service. We expect to further evaluate the accuracy and the usage analytics in order to understand long term system behavior. � 2019 IEEE. Final 2023-05-29T07:27:07Z 2023-05-29T07:27:07Z 2019 Conference Paper 10.1109/CCOMS.2019.8821635 2-s2.0-85072985146 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072985146&doi=10.1109%2fCCOMS.2019.8821635&partnerID=40&md5=83824f0f2724b1897465b928b346593a https://irepository.uniten.edu.my/handle/123456789/24791 8821635 730 734 Institute of Electrical and Electronics Engineers Inc. Scopus |
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Deep learning; Assistive; Assistive devices; Daily lives; On-machines; Online image processing; Prototype development; System behaviors; Visually impaired; Computer vision |
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57211207528 |
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57211207528 Baskaran H. Leng R.L.M. Rahim F.A. Rusli M.E. |
| format |
Conference Paper |
| author |
Baskaran H. Leng R.L.M. Rahim F.A. Rusli M.E. |
| spellingShingle |
Baskaran H. Leng R.L.M. Rahim F.A. Rusli M.E. Smart vision: Assistive device for the visually impaired community using online computer vision service |
| author_sort |
Baskaran H. |
| title |
Smart vision: Assistive device for the visually impaired community using online computer vision service |
| title_short |
Smart vision: Assistive device for the visually impaired community using online computer vision service |
| title_full |
Smart vision: Assistive device for the visually impaired community using online computer vision service |
| title_fullStr |
Smart vision: Assistive device for the visually impaired community using online computer vision service |
| title_full_unstemmed |
Smart vision: Assistive device for the visually impaired community using online computer vision service |
| title_sort |
smart vision: assistive device for the visually impaired community using online computer vision service |
| publisher |
Institute of Electrical and Electronics Engineers Inc. |
| publishDate |
2023 |
| _version_ |
1806424251604926464 |