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Pattern Recognition Letters, 2015 Innovation has formed much of the rich history in biometrics. The field of soft biometrics was originally aimed to augment the recognition process by fusion of metrics that were sufficient to discriminate populations rather than individuals. This was later refined to use measures that could be used to discriminate individuals, especially using ...
Paulo Lobato Correia +2 more
exaly +10 more sources
Soft biometrics: a survey [PDF]
Multimedia Tools and Applications, 2021 AbstractThe field of biometrics research encompasses the need to associate an identity to an individual based on the persons physiological or behaviour traits. While the use of intrusive techniques such as retina scans and finger print identification has resulted in highly accurate systems, the scalability of such systems in real-world applications ...
Bilal Hassan +2 more
exaly +4 more sources
Front-to-Side Hard and Soft Biometrics for Augmented Zero-Shot Side Face Recognition [PDF]
SensorsFace recognition is a fundamental and versatile technology widely used to identify individuals. The human face is a significant nonintrusive biometric modality, attracting numerous research studies.
Ahuod Hameed Alsubhi, Emad Sami Jaha
doaj +2 more sources
A User-Centric Context-Aware Framework for Real-Time Optimisation of Multimedia Data Privacy Protection, and Information Retention Within Multimodal AI Systems [PDF]
SensorsThe increasing use of AI systems for face, object, action, scene, and emotion recognition raises significant privacy risks, particularly when processing Personally Identifiable Information (PII).
Ndricim Topalli, Atta Badii
doaj +2 more sources
Soft Biometrics for a Socially Assistive Robotic Platform
Paladyn, 2015 In thiswork, a real-time system able to automatically recognize soft-biometric traits is introduced and used to improve the capability of a humanoid robot to interact with humans.
Carcagnì Pierluigi +5 more
doaj +2 more sources
Comparison Between Face and Gait Human Recognition Using Enhanced Convolutional Neural Network
Journal of Applied Engineering and Technological Science, 2023 Identifying people at distance is an important task in daily life Because of the increase in terrorism. Biometrics is a better solution to overcome personal identity problems, and this applies to soft biometrics also.
Fatima Esmail Sadeq +1 more
doaj +1 more source
A multi-channel soft biometrics framework for seamless border crossings
EURASIP Journal on Advances in Signal Processing, 2023 As the number of passengers at border entry points such as airports and rail stations increases, so does the demand for seamless, secure, and fast biometric technologies for verification purposes.
Bilal Hassan +3 more
doaj +1 more source
Periocular Data Fusion for Age and Gender Classification
Journal of Imaging, 2022 In recent years, the study of soft biometrics has gained increasing interest in the security and business sectors. These characteristics provide limited biometric information about the individual; hence, it is possible to increase performance by ...
Carmen Bisogni +2 more
doaj +1 more source
Sex Recognition through ECG Signals aiming toward Smartphone Authentication
Applied Sciences, 2022 Physiological signals are strongly related to a person’s state of health and carry information about the human body. For example, by ECG, it is possible to obtain information about cardiac disease, emotions, personal identification, and the sex of a ...
Jose-Luis Cabra Lopez +3 more
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IEEE Access, 2020 Research on soft-biometrics showed that privacy-sensitive information can be deduced from biometric data. Utilizing biometric templates only, information about a persons gender, age, ethnicity, sexual orientation, and health state can be deduced.
Philipp Terhorst +7 more
doaj +1 more source