Recent advances in facial soft biometrics
Biometrics; Feature extraction; Image retrieval; Semantics; Controlled environment; Descriptors; Face recognition systems; Feature extraction methods; Realistic scenario; Scientific researches; Soft biometrics; State-of-the-art techniques; Face recognition
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Springer Verlag
2023
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my.uniten.dspace-223472023-05-29T14:00:22Z Recent advances in facial soft biometrics Arigbabu O.A. Ahmad S.M.S. Adnan W.A.W. Yussof S. 56047591000 24721182400 6506665562 16023225600 Biometrics; Feature extraction; Image retrieval; Semantics; Controlled environment; Descriptors; Face recognition systems; Feature extraction methods; Realistic scenario; Scientific researches; Soft biometrics; State-of-the-art techniques; Face recognition Face as a biometric attribute has been extensively studied over the past few decades. Even though, satisfactory results are already achieved in controlled environments, the practicality of face recognition in realistic scenarios is still limited by several challenges, such as, expression, pose, occlusion, etc. Recently, the research direction is concentrating on the prospects of complementing face recognition systems with facial soft biometric traits. The ease of extracting facial soft biometrics under several varying conditions has mainly resulted in the ability of using the traits to, either improve the performance of traditional face recognition systems, or performing recognition solely based on many facial soft biometrics. This paper presents state-of-the-art techniques in facial soft biometrics research by describing the type of traits, feature extraction methods, and the application domains. It indicates the most recent and valuable results attained, while also highlighting some possible future scientific research directions to be investigated. � 2014, Springer-Verlag Berlin Heidelberg. Final 2023-05-29T06:00:22Z 2023-05-29T06:00:22Z 2015 Article 10.1007/s00371-014-0990-x 2-s2.0-84928707776 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84928707776&doi=10.1007%2fs00371-014-0990-x&partnerID=40&md5=f5b39204e664164ae689b2b330abba1e https://irepository.uniten.edu.my/handle/123456789/22347 31 5 513 525 Springer Verlag Scopus |
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Biometrics; Feature extraction; Image retrieval; Semantics; Controlled environment; Descriptors; Face recognition systems; Feature extraction methods; Realistic scenario; Scientific researches; Soft biometrics; State-of-the-art techniques; Face recognition |
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56047591000 |
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56047591000 Arigbabu O.A. Ahmad S.M.S. Adnan W.A.W. Yussof S. |
| format |
Article |
| author |
Arigbabu O.A. Ahmad S.M.S. Adnan W.A.W. Yussof S. |
| spellingShingle |
Arigbabu O.A. Ahmad S.M.S. Adnan W.A.W. Yussof S. Recent advances in facial soft biometrics |
| author_sort |
Arigbabu O.A. |
| title |
Recent advances in facial soft biometrics |
| title_short |
Recent advances in facial soft biometrics |
| title_full |
Recent advances in facial soft biometrics |
| title_fullStr |
Recent advances in facial soft biometrics |
| title_full_unstemmed |
Recent advances in facial soft biometrics |
| title_sort |
recent advances in facial soft biometrics |
| publisher |
Springer Verlag |
| publishDate |
2023 |
| _version_ |
1806423236991254528 |
| score |
13.188404 |