Unconstrained facial recognition systems: a review
Face recognition presents a challenging problem in the field of image analysis and computer vision, and as such has received a great deal of attention over the last few years because of its applications in various domains. Face recognition under controlled environment that is where pose, illumin...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Asian Journal of Applied Sciences
2015
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/43102/ http://irep.iium.edu.my/43102/1/2151-9158-1-PB.pdf |
| _version_ | 1848782388161675264 |
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| author | Hassan, Marwa Yousif Khalifa, Othman Omran Abu Talib, Azhar Hassan Abdalla Hashim, Aisha |
| author_facet | Hassan, Marwa Yousif Khalifa, Othman Omran Abu Talib, Azhar Hassan Abdalla Hashim, Aisha |
| author_sort | Hassan, Marwa Yousif |
| building | IIUM Repository |
| collection | Online Access |
| description | Face recognition presents a challenging problem in the field of image analysis and computer vision,
and as such has received a great deal of attention over the last few years because of its applications in various
domains. Face recognition under controlled environment that is where pose, illumination and other factors are
controlled, has well been developed in the literature and near perfection accuracy results have been achieved.
However, the unconstrained counterpart, where these factors are not controlled, still under heavy research. Recently,
newly developed algorithms in the field that are based on deep learning technology have made significant progress. In
this paper, an overview of the newly developed unconstrained facial recognition systems is presented. |
| first_indexed | 2025-11-14T16:04:40Z |
| format | Article |
| id | iium-43102 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T16:04:40Z |
| publishDate | 2015 |
| publisher | Asian Journal of Applied Sciences |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-431022020-10-27T01:18:34Z http://irep.iium.edu.my/43102/ Unconstrained facial recognition systems: a review Hassan, Marwa Yousif Khalifa, Othman Omran Abu Talib, Azhar Hassan Abdalla Hashim, Aisha T Technology (General) Face recognition presents a challenging problem in the field of image analysis and computer vision, and as such has received a great deal of attention over the last few years because of its applications in various domains. Face recognition under controlled environment that is where pose, illumination and other factors are controlled, has well been developed in the literature and near perfection accuracy results have been achieved. However, the unconstrained counterpart, where these factors are not controlled, still under heavy research. Recently, newly developed algorithms in the field that are based on deep learning technology have made significant progress. In this paper, an overview of the newly developed unconstrained facial recognition systems is presented. Asian Journal of Applied Sciences 2015 Article PeerReviewed application/pdf en http://irep.iium.edu.my/43102/1/2151-9158-1-PB.pdf Hassan, Marwa Yousif and Khalifa, Othman Omran and Abu Talib, Azhar and Hassan Abdalla Hashim, Aisha (2015) Unconstrained facial recognition systems: a review. Asian Journal of Applied Sciences, 3 (2). pp. 346-354. ISSN 2321-0893 http://www.ajouronline.com/index.php?journal=AJAS&page=article&op=view&path%5B%5D=2151&path%5B%5D=1360 |
| spellingShingle | T Technology (General) Hassan, Marwa Yousif Khalifa, Othman Omran Abu Talib, Azhar Hassan Abdalla Hashim, Aisha Unconstrained facial recognition systems: a review |
| title | Unconstrained facial recognition systems: a review
|
| title_full | Unconstrained facial recognition systems: a review
|
| title_fullStr | Unconstrained facial recognition systems: a review
|
| title_full_unstemmed | Unconstrained facial recognition systems: a review
|
| title_short | Unconstrained facial recognition systems: a review
|
| title_sort | unconstrained facial recognition systems: a review |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/43102/ http://irep.iium.edu.my/43102/ http://irep.iium.edu.my/43102/1/2151-9158-1-PB.pdf |