Portable offline indoor object recognition system for the visually impaired. Issue 1 (1st January 2020)
- Record Type:
- Journal Article
- Title:
- Portable offline indoor object recognition system for the visually impaired. Issue 1 (1st January 2020)
- Main Title:
- Portable offline indoor object recognition system for the visually impaired
- Authors:
- Noman, Mohammed
Stankovic, Vladimir
Tawfik, Ayman - Editors:
- Jin, Zhongmin
- Abstract:
- Abstract: This article presents an indoor assistive system that addresses the challenges faced by visually impaired individuals. The proposed system helps the visually impaired individuals to move indoor and make them independent of any external assistance. The proposed system consists of a camera with a processing unit and an accompanying Time-of-Flight sensor providing an efficient, convenient and cost-effective solution. The proposed system achieves average object detection accuracy of 73.34% and a 5% error margin in detecting the distance and length of detected objects. The performance comparison with two existing systems shows that the proposed system provides a very close performance to the benchmarks with advantages of portability easy-to-use and no requirement for cloud services.
- Is Part Of:
- Cogent engineering. Volume 7:Issue 1(2020)
- Journal:
- Cogent engineering
- Issue:
- Volume 7:Issue 1(2020)
- Issue Display:
- Volume 7, Issue 1 (2020)
- Year:
- 2020
- Volume:
- 7
- Issue:
- 1
- Issue Sort Value:
- 2020-0007-0001-0000
- Page Start:
- Page End:
- Publication Date:
- 2020-01-01
- Subjects:
- visually impaired -- indoor -- object detection -- Time-of-Flight -- Microsoft Azure Kinect
Engineering -- Periodicals
Technology -- Periodicals
Engineering
Technology
Periodicals
620 - Journal URLs:
- http://bibpurl.oclc.org/web/73324 ↗
http://cogentoa.tandfonline.com/journal/oaen20 ↗
http://www.tandfonline.com/toc/oaen20/1/1 ↗
http://www.tandfonline.com/ ↗
http://cogentoa.tandfonline.com/journal/oaps20 ↗ - DOI:
- 10.1080/23311916.2020.1823158 ↗
- Languages:
- English
- ISSNs:
- 2331-1916
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 21972.xml