A Survey Of mobile face biometrics. (November 2018)
- Record Type:
- Journal Article
- Title:
- A Survey Of mobile face biometrics. (November 2018)
- Main Title:
- A Survey Of mobile face biometrics
- Authors:
- Rattani, Ajita
Derakhshani, Reza - Abstract:
- Abstract: Face biometrics have attracted significant attention as a technology for secure access to mobile devices. This is because almost all smartphones have RGB cameras suitable for capturing faces, and the required user interaction is acceptable given the popularity of 'selfies'. Most of the traditional methods for face biometrics may not be amenable to native execution on mobile hardware due to their limited memory and computing power. Consequently, a number of algorithms specifically designed or adapted to the mobile environment have been proposed for face biometrics. However, the state-of-the- art related to face biometrics in a mobile environment is not well known. This paper thoroughly and critically surveys face biometrics in terms of face detection and normalization, recognition, and anti-spoofing methods proposed for mobile devices. The overall aim is to improve understanding and discuss the advantages and limitations of the existing methods. Further, challenges and future research directions are identified for further research and development.
- Is Part Of:
- Computers & electrical engineering. Volume 72(2018)
- Journal:
- Computers & electrical engineering
- Issue:
- Volume 72(2018)
- Issue Display:
- Volume 72, Issue 2018 (2018)
- Year:
- 2018
- Volume:
- 72
- Issue:
- 2018
- Issue Sort Value:
- 2018-0072-2018-0000
- Page Start:
- 39
- Page End:
- 52
- Publication Date:
- 2018-11
- Subjects:
- Biometrics -- Face detection -- Face recognition -- Face spoof attacks -- Mobile devices
Computer engineering -- Periodicals
Electrical engineering -- Periodicals
Electrical engineering -- Data processing -- Periodicals
Ordinateurs -- Conception et construction -- Périodiques
Électrotechnique -- Périodiques
Électrotechnique -- Informatique -- Périodiques
Computer engineering
Electrical engineering
Electrical engineering -- Data processing
Periodicals
Electronic journals
621.302854 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00457906/ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.compeleceng.2018.09.005 ↗
- Languages:
- English
- ISSNs:
- 0045-7906
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3394.680000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 9140.xml