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A novel two-component method for augmenting gait cycles in biometric personal identification systems

2021/41/N/ST6/02505

Keywords:

Augmentation Biometrics Deep Learning IMU,

Descriptors:

  • ST6_011:
  • ST6_007:

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Białostocka

woj. podlaskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Aleksander Sawicki 

Number of co-investigators in the project: 2

Call: PRELUDIUM 20 - announced on 2021-03-15

Amount awarded: 97 600 PLN

Project start date (Y-m-d): 2022-01-12

Project end date (Y-m-d): 2026-01-11

Project duration:: 48 months (the same as in the proposal)

Project status: Pending project

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Articles in post-conference publications (11)
  1. Biometric Gait Analysis Using Wrist-Mounted Wearable Sensors
    Authors:
    Aleksander Sawicki
    Conference:
    Computer Information Systems and Industrial Management : 22nd International Conference, CISIM 2023, Tokyo, Japan, September 22–24, 2023, Proceedings (rok: 2023, tom: 22nd International Conference on Computer Information Systems and Industrial Management Applications, strony: 25-35), Wydawca: Springer Nature Switzerland AG
    Data:
    konferencja 22-24.09.2023
    Status:
    Published
    DOI:
    10.1007/978-3-031-42823-4_3 - link to the publication
  2. Augmentation of Accelerometer and Gyroscope Signals in Biometric Gait Systems
    Authors:
    Aleksander Sawicki
    Conference:
    21st International Conference, CISIM 2022, Barranquilla, Colombia, July 15–17, 2022, Proceedings (rok: 2022, tom: Computer Information Systems and Industrial Management, strony: 32-45), Wydawca: Springer, Cham
    Data:
    konferencja 15-17.07.22
    Status:
    Published
    DOI:
    10.1007/978-3-031-10539-5_3 - link to the publication
  3. Gait-Based Biometrics System
    Authors:
    Aleksander Sawicki Khalid Saeed
    Conference:
    Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track European Conference, ECML PKDD 2023, (rok: 2023, tom: European Conference, ECML PKDD 2023, strony: 350-355), Wydawca: Springer Nature Switzerland AG
    Data:
    konferencja 18-22.09.2023
    Status:
    Published
    DOI:
    10.1007/978-3-031-43430-3_29 - link to the publication
  4. Smartphone-Based Biometric System Involving Multiple Data Acquisition Sessions
    Authors:
    Aleksander Sawicki, Khalid Saeed
    Conference:
    Proceedings of the Nineteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX (rok: 2024, tom: Nineteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, strony: 252-260), Wydawca: Springer Cham
    Data:
    konferencja 1-4.07.2024
    Status:
    Published
    DOI:
    10.1007/978-3-031-61857-4_25 - link to the publication
  5. Application of Generative Models to Augment IMU Signals in Gait Biometrics
    Authors:
    Aleksander Sawicki Khalid Saeed
    Conference:
    Proceedings of the Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX (rok: 2023, tom: Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, strony: 243-253), Wydawca: Springer Nature Switzerland AG
    Data:
    konferencja DepCoS–RELCOMEX 2023: 18th International Conference on Dependability of Computer Systems
    Status:
    Published
    DOI:
    10.1007/978-3-031-37720-4_22 - link to the publication
  6. Application of Generative Models to Augment IMU Signals in Gait Biometrics
    Authors:
    Aleksander Sawicki Khalid Saeed
    Conference:
    Proceedings of the Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX (rok: 2023, tom: Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, strony: 243-253), Wydawca: Springer Nature Switzerland AG
    Data:
    konferencja DepCoS–RELCOMEX 2023: 18th International Conference on Dependability of Computer Systems
    Status:
    Published
    DOI:
    10.1007/978-3-031-37720-4_22 - link to the publication
  7. Generation of Synthetic Data for Behavioral Gait Biometrics
    Authors:
    Aleksander Sawicki, Khalid Saeed, Wojciech Walendziuk
    Conference:
    Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings) (rok: 2024, tom: The 32nd International Conference on Information Systems Development (ISD2024), strony: 45665), Wydawca: AIS eLibrary
    Data:
    konferencja 26 – 28.08.2024
    Status:
    Published
    DOI:
    10.62036/ISD.2024.56 - link to the publication
  8. Gait-Based Biometrics System
    Authors:
    Aleksander Sawicki Khalid Saeed
    Conference:
    Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track European Conference, ECML PKDD 2023, (rok: 2023, tom: European Conference, ECML PKDD 2023, strony: 350-355), Wydawca: Springer Nature Switzerland AG
    Data:
    konferencja 18-22.09.2023
    Status:
    Published
    DOI:
    10.1007/978-3-031-43430-3_29 - link to the publication
  9. Application of Mixture Density Network for Sample Generation in Behavioral Biometrics
    Authors:
    Aleksander Sawicki, Daniel Grabowski
    Conference:
    Computer Information Systems and Industrial Management : 23rd International Conference, CISIM 2023, Białystok, Poland, September 27–28, 2024, Proceedings (rok: 2024, tom: 23rd International Conference, strony: 30-43), Wydawca: Springer Cham
    Data:
    konferencja 27–29.09.2024
    Status:
    Published
    DOI:
    10.1007/978-3-031-71115-2_3 - link to the publication
  10. Influence of Accelerometer Placement on Biometric Gait Identification
    Authors:
    Aleksander Sawicki
    Conference:
    Proceedings of the Seventeenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 27 – July 1, 2022, Wrocław, Poland (rok: 2022, tom: New Advances in Dependability of Networks and Systems, strony: 255-264), Wydawca: Springer Cham
    Data:
    konferencja 27-30.06.22
    Status:
    Published
    DOI:
    10.1007/978-3-031-06746-4_25 - link to the publication
  11. Influence of Accelerometer Placement on Biometric Gait Identification
    Authors:
    Aleksander Sawicki
    Conference:
    Proceedings of the Seventeenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 27 – July 1, 2022, Wrocław, Poland (rok: 2022, tom: New Advances in Dependability of Networks and Systems, strony: 255-264), Wydawca: Springer Cham
    Data:
    konferencja 27-30.06.22
    Status:
    Published
    DOI:
    10.1007/978-3-031-06746-4_25 - link to the publication

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