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A Survey of Wearable Biometric Recognition Systems

Jorge Blasco, Thomas M. Chen, Juan Tapiador, Pedro Peris-Lopez
2016 ACM Computing Surveys  
We review and provide a categorization of wearable sensors useful for capturing biometric signals.  ...  Finally, we review and classify the most recent proposals in the field of wearable biometrics in terms of the structure of the biometric system proposed, their experimental setup, and their results.  ...  CONCLUSIONS In this survey, we have reviewed the state of the art on wearable biometric systems.  ... 
doi:10.1145/2968215 fatcat:z7qa5lyx5bei7ivdbdcvcgkpa4

A Survey Study of the Current Challenges and Opportunities of Deploying the ECG Biometric Authentication Method in IoT and 5G Environments

Ahmed Younes Shdefat, Nour Mostafa, Louai Saker, Ahmet Topcu
2021 Indonesian Journal of Electrical Engineering and Informatics (IJEEI)  
In addition, the survey addresses the psycho-physiological factors that pose a challenge to the usage of ECG signals as a biometric trait in biometric authentication systems along with other challenges  ...  This survey aims to demonstrate various aspects related to the implementation of biometric authentication in healthcare monitoring systems based on acquiring vital ECG signals via designated wearable devices  ...  Face recognition is also used as a biometric method to identify individuals by their faces. Simple geometric models were used in the early stages of face recognition systems.  ... 
doi:10.52549/ijeei.v9i2.2890 fatcat:cvfkcwspvbf2hdcawv4xbxpm34

Survey on Enhanced Cardless Transaction using Biometric ATMs

Mrs. Geetha A
2020 International Journal for Research in Applied Science and Engineering Technology  
In order to minimize these issues this paper discusses a system where ATM cards and pins are replaced by biometrics thus the combination of biometrics will be difficult to break the security.  ...  Open CV libraries are used for the method of recognition verification and identification of face images. Moreover to improve the efficiency of the system Haar Cascade is used.  ...  ., [7] proposes a system of using physiological biometrics such as fingerprint and iris recognition for ATM banking systems which replaces the use of cards and pins.  ... 
doi:10.22214/ijraset.2020.4081 fatcat:a66kpuyocrgxdjnsd276llwro4

2019 Index IEEE Transactions on Biometrics, Behavior, and Identity Science Vol. 1

2019 IEEE Transactions on Biometrics Behavior and Identity Science  
., +, TBIOM Oct. 2019 252-263 I Identification of persons Soft Biometric Fusion for Subject Recognition at a Distance.  ...  ., +, TBIOM April 2019 109-122 B Biometrics (access control) Demographic Effects in Facial Recognition and Their Dependence on Image Acquisition: An Evaluation of Eleven Commercial Systems.  ... 
doi:10.1109/tbiom.2019.2951248 fatcat:sgqmrhdioraetkjkdzvwmzakoy

Evolution, Current Challenges, and Future Possibilities in ECG Biometrics

Joao Ribeiro Pinto, Jaime S. Cardoso, Andre Lourenco
2018 IEEE Access  
Furthermore, researchers have recently started to address the issues of spoofing prevention and data security in ECG biometrics, as well as the potential of deep learning methodologies to enhance the recognition  ...  wearable, and seamless acquisition settings.  ...  In this turning point in ECG biometrics, this survey aims to showcase the evolution and current landscape of ECG-based biometric recognition, including a solid overview of fundamental concepts, providing  ... 
doi:10.1109/access.2018.2849870 fatcat:jsnjs2cdqnbttn6hxtm2r6jkn4

A Survey on Modality Characteristics, Performance Evaluation Metrics, and Security for Traditional and Wearable Biometric Systems [article]

Aditya Sundararajan, Arif I. Sarwat, Alexander Pons
2019 arXiv   pre-print
Biometric research is directed increasingly towards Wearable Biometric Systems (WBS) for user authentication and identification.  ...  However, prior to engaging in WBS research, how their operational dynamics and design considerations differ from those of Traditional Biometric Systems (TBS) must be understood.  ...  Behavioral modalities have also been used in continuous authentication, sometimes with randomized selection of features from a pool to base the analysis A Survey on Biometric Systems and Wearables 39:7  ... 
arXiv:1903.02548v1 fatcat:mkl32giawnb5lgornzq4w3ec74

Continuous Multimodal Biometric Authentication Schemes: A Systematic Review

Riseul Ryu, Soonja Yeom, Soo-Hyung Kim, David Herbert
2021 IEEE Access  
A range of research proposals have suggested continuous multimodal biometric authentication (CMBA) systems as a reliable solution.  ...  This paper provides a systematic survey of existing literature on CMBA systems, followed by analysis to identify and discuss current research and future trends.  ...  As the most of the surveyed literature focuses on the recognition accuracy of CMBA systems, there is a lack of discussion on the effective training data size needed.  ... 
doi:10.1109/access.2021.3061589 fatcat:7autmcplc5bo3mzsy3at2uolje

Activity Recognition using wearable computing

Neamah Al-Naffakh, Nathan Clarke, Paul Dowland, Fudong Li
2016 2016 11th International Conference for Internet Technology and Secured Transactions (ICITST)  
biometric techniques.  ...  This paper presents the usefulness of using smartwatch motion sensors (i.e., accelerometer and gyroscope) to perform Activity Recognition for the use within a TAS.  ...  I would also like to express my sincere gratitude to the University of Kufa for their financial support of this research.  ... 
doi:10.1109/icitst.2016.7856695 dblp:conf/icitst/Al-NaffakhCDL16 fatcat:sexr6ugfazgw3jybb6o6ocasxi

Sensor-based Continuous Authentication of Smartphones' Users Using Behavioral Biometrics: A Contemporary Survey [article]

Mohammed Abuhamad, Ahmed Abusnaina, DaeHun Nyang, David Mohaisen
2020 arXiv   pre-print
The survey provides an overview of the current state-of-the-art approaches for continuous user authentication using behavioral biometrics captured by smartphones' embedded sensors, including insights and  ...  User authentication is a task of paramount importance that grants access to legitimate users at the point-of-entry and continuously through the usage session.  ...  Most the of surveyed systems are implemented on Android-based platforms for the ease of access to a variety of developing tools.  ... 
arXiv:2001.08578v2 fatcat:ykt7jpmeefgadil3n3y52z43t4

Gait recognition using acceleration from MEMS

D. Gafurov, K. Helkala, T. Soendrol
2006 First International Conference on Availability, Reliability and Security (ARES'06)  
Although studies on human recognition based on gait indicate encouraging performances, the security per se (i.e. robustness and/or vulnerability) of gait-based recognition systems has received little or  ...  The nature of the contributions is not on developing novel algorithms, but rather on enhancing existing approaches in gait-based recognition using small and wearable sensors, and developing new knowledge  ...  Acknowledgments The research resulting in the present thesis has been carried out at Norwegian Information Security Lab (NISLab), Department of Computer Science and Media Technology, Acknowledgments  ... 
doi:10.1109/ares.2006.68 dblp:conf/IEEEares/GafurovHS06 fatcat:fka75wp6hfdmjhsq5wsqmuzom4

Biometrics: In Search of Identity and Security (Q & A)

Zahid Akhtar, Abdenour Hadid, Mark Nixon, Massimo Tistarelli, Jean-Luc Dugelay, Sebastien Marcel
2017 IEEE Multimedia  
To address the issues like identity theft and security threats, a continuously evolving technology known as biometrics is presently being deployed in a wide range of personal, government, and commercial  ...  This article aims to present an overview of biometric research and more importantly the significant progress that has been attained over the recent years.  ...  ACKNOWLEDGMENT This research work has been partially supported by a grant from the European Commission (H2020 MSCA RISE 690907 "IDENTITY").  ... 
doi:10.1109/mmul.2017.265090754 fatcat:lab3frtx2na6tc65gcp4cxfdqm

Identity recognition by walking outdoors using multimodal sensor insoles

Kamen Ivanov, Zhanyong Mei, Martin Penev, Ludwig Lubich, Omisore Olatunji Mumini, Sau Nguyen Van, Yan Yan, Lei Wang
2020 IEEE Access  
The diverse aspects of wearable-device biometric recognition were discussed in surveys [3] [4] [5] .  ...  In wearable biometric applications, the user and the owner of the wearable device are typically the same person, and the trait of interest, such as gait is viewed in the context of continuous authentication  ...  ACKNOWLEDGEMENT The authors would like to thank Gergana Shehtova for help in preparing the illustration of Fig. 3 .  ... 
doi:10.1109/access.2020.3016970 fatcat:ermdzub4hzgohmqsshfljmlw6q

Transformation of Consumption Perceptions: A Survey on Innovative Trends in Banking

Ceren Türkmen, Alper Değerli
2015 Procedia - Social and Behavioral Sciences  
Toward this end we will present six new trends, namely; biometric technology, contactless payment systems (m-POS), NFC technology, Host Card Emulation (HCE), mobile Wallet (m-Wallet) and other wearable  ...  As a result of developments in mobile technologies, this time credit cards themselves are facing a drastic transformation by means of increasing penetration of smartphones, at least materially.  ...  (Sang Un Chae and Hedman, 2014) Other Wearable Payment Systems A wearable device that is designed to capture biometric measurements has so much potential for identification and authentication of the  ... 
doi:10.1016/j.sbspro.2015.06.337 fatcat:253rrzoz5veyvnvbkbdnb7fxwy

A SMART FOOTWEAR SYSTEM FOR HEALTHCAREAND FITNESS APPLICATION – A REVIEW

Prashant Gawande, Amol Deshmukh, Rameshwari Dhangar, Komal Gare, Shital More
2020 Journal of research in engineering and applied sciences  
It is proposed with a load cell pressure sensor which will turn off the system to ignore unwanted usage of battery.  ...  This system includes a mobile application that describes overall bio-medical information.  ...  D] Survey IV: "Random forest based-biometric identification using Smart shoes" As the enhancement of technology and science, wearable devices like a smartwatch, wristband, and shoe have got attestation  ... 
doi:10.46565/jreas.2020.v05i01.003 fatcat:m5j2a7zzzja7liftovrgf255mi

Survey On Biometric Based ATMs

Anukul Muley, Akash Bendre, Priti Maheshwari, Shanmukh Kumbhar, Prof. Bhagyashree Dhakulkar
2021 International Journal of Scientific Research in Science and Technology  
It is observed that the number of crimes related to ATMs is increased hence there is a need to provide better security to ATM machines.  ...  In order to overcome these issues, this paper discusses various systems where ATM cards and pins are replaced by biometrics and how they made ATMs more secure.  ...  In this paper, the author had proposed a system using facial recognition and fingerprint.  ... 
doi:10.32628/ijsrst218632 fatcat:ky5egssedvaydjwpihk7qdtivq
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