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

2021/41/N/ST6/02505

Keywords

Descriptors

  • ST6_011: Uczenie maszynowe, statystyczne przetwarzanie danych i zastosowania w przetwarzaniu sygnałów (np. mowy, obrazów, filmów)
  • ST6_007: Sztuczna inteligencja, systemy inteligentne i wieloagentowe

Panel

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

Host institution

POLITECHNIKA BIAŁOSTOCKA

Voivodeship: 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
2022-01-12
Project end date
2026-12-11
Project duration
59 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

Publication in academic press/journals (4)

  1. A quaternion-based augmenting method dedicated to biometric gait systems

    Authors:
    Aleksander Sawicki Khalid Saeed
    Academic press:
    International Journal of Applied Mathematics and Computer Science – AMCS (year: 2025, volume: 35, pages: 631-649), Publisher: Oficyna Wydawnicza Uniwersytetu Zielonogórskiego
    Status:
    Published
    DOI:
    10.61822/amcs-2025-0045 – link to the publication

  2. Behavioral Gait Biometrics in VR: Is the Use of Synthetic Samples Able to Increase Person Identification Metrics?

    Authors:
    Aleksander Sawicki
    Academic press:
    Computer Animation and Virtual Worlds (year: 2025, volume: 36, pages: 46036), Publisher: Wiley
    Status:
    Published
    DOI:
    10.1002/cav.70016 – link to the publication

  3. Behavioral Biometrics in VR: Changing Sensor Signal Modalities

    Authors:
    Aleksander Sawicki Khalid Saeed Wojciech Walendziuk
    Academic press:
    Sensors (year: 2025, volume: 25, pages: 46038), Publisher: MDPI AG (Multidisciplinary Digital Publishing Institute)
    Status:
    Published
    DOI:
    10.3390/s25185899 – link to the publication

  4. Biometrics gait system based on motion sensors embedded in a mobile phone: a case study for a two-day training set

    Authors:
    Aleksander Sawicki Khalid Saeed
    Academic press:
    INTL JOURNAL OF ELECTRONICS AND TELECOMMUNICATIONS (year: 2025, volume: 71, pages: 545-553), Publisher: Polska Akademia Nauk – Komitet Elektroniki i Telekomunikacji PAN
    Status:
    Published
    DOI:
    10.24425/ijet.2025.153603 – link to the publication

Articles in post-conference publications (9)

  1. 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, (year: 2023, volume: European Conference, ECML PKDD 2023, pages: 350-355), Publisher: Springer Nature Switzerland AG
    Date:
    conference 18-22.09.2023
    Status:
    Published
    DOI:
    10.1007/978-3-031-43430-3_29 – link to the publication

  2. 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 (year: 2023, volume: Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, pages: 243-253), Publisher: Springer Nature Switzerland AG
    Date:
    conference 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

  3. 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) (year: 2024, volume: The 32nd International Conference on Information Systems Development (ISD2024), pages: 46030), Publisher: AIS eLibrary
    Date:
    conference 26 – 28.08.2024
    Status:
    Published
    DOI:
    10.62036/ISD.2024.56 – link to the publication

  4. 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 (year: 2024, volume: 23rd International Conference, pages: 30-43), Publisher: Springer Cham
    Date:
    conference 27–29.09.2024
    Status:
    Published
    DOI:
    10.1007/978-3-031-71115-2_3 – link to the publication

  5. 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 (year: 2023, volume: 22nd International Conference on Computer Information Systems and Industrial Management Applications, pages: 25-35), Publisher: Springer Nature Switzerland AG
    Date:
    conference 22-24.09.2023
    Status:
    Published
    DOI:
    10.1007/978-3-031-42823-4_3 – link to the publication

  6. 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 (year: 2022, volume: New Advances in Dependability of Networks and Systems, pages: 255-264), Publisher: Springer Cham
    Date:
    conference 27-30.06.22
    Status:
    Published
    DOI:
    10.1007/978-3-031-06746-4_25 – link to the publication

  7. 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 (year: 2024, volume: Nineteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, pages: 252-260), Publisher: Springer Cham
    Date:
    conference 1-4.07.2024
    Status:
    Published
    DOI:
    10.1007/978-3-031-61857-4_25 – link to the publication

  8. 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 (year: 2022, volume: Computer Information Systems and Industrial Management, pages: 32-45), Publisher: Springer, Cham
    Date:
    conference 15-17.07.22
    Status:
    Published
    DOI:
    10.1007/978-3-031-10539-5_3 – link to the publication

  9. Gait-Based Biometric Systems Integrating Augmented and Synthetic Samples

    Authors:
    Aleksander Sawicki Khalid Saeed
    Conference:
    Computer Information Systems and Industrial Management : 24th International Conference, CISIM 2025, Fukuoka, Japan, September 11–13, 2025, Proceedings (year: 2025, volume: Computer Information Systems and Industrial Management, pages: 44-56), Publisher: Springer Cham
    Date:
    conference 11–13, 2025
    Status:
    Published
    DOI:
    10.1007/978-3-032-02406-0 – link to the publication

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