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Scopus Author ID: 23089634300
Loop profile: 883186

Keywords

inertial sensors, human motion analysis, quaternions, digital geometry processing, wavelets, serious games

Countries

Poland

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Employment (2)

Silesian University of Technology: Gliwice, PL

2019-10-01 to present | Associate Professor ( Institute of Informatics)
Employment
Source: Self-asserted source
Agnieszka Szczęsna

Silesian University of Technology: Gliwice, PL

2007-12-01 to 2019-09-30 | adiunkt ( Institute of Informatics)
Employment
Source: Self-asserted source
Agnieszka Szczęsna

Works (50 of 61)

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Page 1 of 2

Detection of deterministic and chaotic signals on the basis of the LSTM model training results

Chaos: An Interdisciplinary Journal of Nonlinear Science
2025-03-01 | Journal article
DOI: 10.1063/5.0224768
Contributors: Pawel Kasprowski; Dariusz Augustyn; Agnieszka Szczęsna; Henryk Josiński; Katarzyna Harężlak; Adam Świtoński
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Crossref

Creating Refined Datasets for Better Chaos Detection

Sensors
2025-01-28 | Journal article
DOI: 10.3390/s25030796
Contributors: Dariusz R. Augustyn; Katarzyna Harężlak; Agnieszka Szczęsna; Henryk Josiński; Paweł Kasprowski; Adam Świtoński
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Deep Learning for Frailty Classification Using IMU Sensor Data: Insights From FRAILPOL Database

IEEE Sensors Journal
2025-01-15 | Journal article
DOI: 10.1109/JSEN.2024.3510626
Contributors: Arslan Amjad; Agnieszka Szczeęsna; Monika Błaszczyszyn; Jerzy Sacha; Magdalena Sacha; Piotr Feusette; Wojciech Wolański; Mariusz Konieczny; Zbigniew Borysiuk; Basheir Khan
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Crossref

Chaotic biomedical time signal analysis via wavelet scattering transform

Journal of Computational Science
2023-09 | Journal article
DOI: 10.1016/j.jocs.2023.102080
Contributors: Agnieszka Szczęsna; Dariusz Rafał Augustyn; Henryk Josiński; Katarzyna Harężlak; Adam Świtoński; Paweł Kasprowski
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Crossref

Quantitative Assessment of Upper Limb Movement in Post-Stroke Adults for Identification of Sensitive Measures in Reaching and Lifting Activities

Journal of Clinical Medicine
2023-05-08 | Journal article
DOI: 10.3390/jcm12093333
Contributors: Monika Błaszczyszyn; Agnieszka Szczęsna; Mariusz Konieczny; Paweł Pakosz; Stefan Balko; Zbigniew Borysiuk
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Deep Learning-Based Motion Style Transfer Tools, Techniques and Future Challenges

Sensors
2023-02-26 | Journal article
DOI: 10.3390/s23052597
Contributors: Syed Muhammad Abrar Akber; Sadia Nishat Kazmi; Syed Muhammad Mohsin; Agnieszka Szczęsna
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Datasets for learning of unknown characteristics of dynamical systems

Scientific Data
2023-02-07 | Journal article
DOI: 10.1038/s41597-023-01978-7
Contributors: Agnieszka Szczęsna; Dariusz Augustyn; Katarzyna Harężlak; Henryk Josiński; Adam Świtoński; Paweł Kasprowski
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Crossref

Novel Photoplethysmographic Signal Analysis via Wavelet Scattering Transform

2022 | Book chapter
DOI: 10.1007/978-3-031-08757-8_53
Contributors: Agnieszka Szczęsna; Dariusz Augustyn; Henryk Josiński; Adam Świtoński; Paweł Kasprowski; Katarzyna Harężlak
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Crossref

Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport

Sensors
2022-10-31 | Journal article
DOI: 10.3390/s22218345
Contributors: Luca Ciampi; Paweł Foszner; Nicola Messina; Michał Staniszewski; Claudio Gennaro; Fabrizio Falchi; Gianluca Serao; Michał Cogiel; Dominik Golba; Agnieszka Szczęsna et al.
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Recreating the Motion Trajectory of a System of Articulated Rigid Bodies on the Basis of Incomplete Measurement Information and Unsupervised Learning

Sensors
2022-03-11 | Journal article
DOI: 10.3390/s22062198
Contributors: Bartłomiej Nalepa; Magdalena Pawlyta; Mateusz Janiak; Agnieszka Szczęsna; Aleksander Gwiazda; Konrad Wojciechowski
Source: check_circle
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Multi-Headed Conv-LSTM Network for Heart Rate Estimation during Daily Living Activities

Sensors
2021-07-31 | Journal article
DOI: 10.3390/s21155212
Contributors: Michał Wilkosz; Agnieszka Szczęsna
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Optical motion capture dataset of selected techniques in beginner and advanced Kyokushin karate athletes

Scientific Data
2021-01-18 | Journal article
DOI: 10.1038/s41597-021-00801-5
Contributors: Agnieszka Szczęsna; Monika Błaszczyszyn; Magdalena Pawlyta
Source: check_circle
Crossref

Deep Recurrent Neural Networks for Human Activity Recognition During Skiing

Advances in Intelligent Systems and Computing
2020 | Book chapter
DOI: 10.1007/978-3-030-31964-9_13
Part of ISBN: 9783030319632
Part of ISBN: 9783030319649
Part of ISSN: 2194-5357
Part of ISSN: 2194-5365
Source: Self-asserted source
Agnieszka Szczęsna

Quaternion Entropy to Analysis of Downhill Skiing Data - Preliminary Study

Computational Collective Intelligence
2019 | Book chapter
DOI: 10.1007/978-3-030-28374-2_39
Part of ISBN: 9783030283735
Part of ISBN: 9783030283742
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Agnieszka Szczęsna

sEMG Activation of the Flexor Muscles in the Foot during Balance Tasks by Young and Older Women: A Pilot Study

International Journal of Environmental Research and Public Health
2019-11-06 | Journal article
DOI: 10.3390/ijerph16224307
Contributors: Monika Błaszczyszyn; Agnieszka Szczęsna; Katarzyna Piechota
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Crossref
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Kinematic Analysis of Mae-Geri Kicks in Beginner and Advanced Kyokushin Karate Athletes

International Journal of Environmental Research and Public Health
2019-08-29 | Journal article
DOI: 10.3390/ijerph16173155
Contributors: Monika Błaszczyszyn; Agnieszka Szczęsna; Magdalena Pawlyta; Maciej Marszałek; Dariusz Karczmit
Source: check_circle
Crossref

Quaternion Entropy for Analysis of Gait Data

Entropy
2019-01-17 | Journal article
DOI: 10.3390/e21010079
Contributors: Agnieszka Szczęsna
Source: check_circle
Crossref
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Quaternion lifting scheme applied to the classification of motion data

Information Sciences
2018 | Journal article
DOI: 10.1016/j.ins.2018.09.006
EID:

2-s2.0-85053054029
Contributors: Szczęsna, A.; Świtoński, A.; Słupik, J.; Zghidi, H.; Josiński, H.; Wojciechowski, K.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Quaternion wavelet-based energy and entropy to analysis human gait data

AIP Conference Proceedings
2018 | Conference paper
DOI: 10.1063/1.5043762
EID:

2-s2.0-85049948149
Contributors: Szczȩsna, A.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Verification of the blobby quaternion model of human joint limits

Biomedical Signal Processing and Control
2018 | Journal article
DOI: 10.1016/j.bspc.2017.07.029
EID:

2-s2.0-85026852927
Contributors: Szczęsna, A.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Virtual reality application to study the visual influences on human balance

Advances in Intelligent Systems and Computing
2018 | Book
DOI: 10.1007/978-3-319-67792-7_11
EID:

2-s2.0-85030755444
Contributors: Szczęsna, A.; Pawlyta, M.; Błaszczyszyn, M.; Strzelczyk, A.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Workshop on Numerical Computation in 2D & 3D Data Analysis, WNCDA 2017 Symposium 18, ICNAAM 2017

AIP Conference Proceedings
2018 | Conference paper
DOI: 10.1063/1.5043759
EID:

2-s2.0-85049978910
Contributors: Kozera, R.; Szczȩsna, A.; Wiliński, A.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Functional differences in upper limb movement after early and chronic stroke based on kinematic motion indicators

Biomedical Papers
2018-11-14 | Journal article
DOI: 10.5507/bp.2018.061
Part of ISSN: 1213-8118
Part of ISSN: 1804-7521
Source: Self-asserted source
Agnieszka Szczęsna

Assessment of Gait Parameters in Virtual Environment

2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom)
2018-09 | Conference paper
DOI: 10.1109/healthcom.2018.8531159
ISBN: 9781538642948
Source: Self-asserted source
Agnieszka Szczęsna

Coalescence computations for large samples drawn from populations of time-varying sizes

PLoS ONE
2017 | Journal article
DOI: 10.1371/journal.pone.0170701
EID:

2-s2.0-85011661881
Contributors: Polanski, A.; Szczesna, A.; Garbulowski, M.; Kimmel, M.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Inertial Motion Capture Costume

Procedia Technology
2017 | Journal article
DOI: 10.1016/j.protcy.2017.04.061
Part of ISSN: 2212-0173
Source: Self-asserted source
Agnieszka Szczęsna

Inertial motion capture costume design study

Sensors (Switzerland)
2017 | Journal article
DOI: 10.3390/s17030612
EID:

2-s2.0-85015872484
Contributors: Szczęsna, A.; Skurowski, P.; Lach, E.; Pruszowski, P.; Pęszor, D.; Paszkuta, M.; Słupik, J.; Lebek, K.; Janiak, M.; Polański, A. et al.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier
grade
Preferred source (of 3)‎

Preface on Numerical Computation in 2D & 3D Data Analysis

AIP Conference Proceedings
2017 | Conference paper
DOI: 10.1063/1.4992570
EID:

2-s2.0-85026659029
Contributors: Kozera, R.; Homenda, W.; Szczȩsna, A.; Wiliński, A.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Quantitative analysis of arm movement smoothness

AIP Conference Proceedings
2017 | Conference paper
DOI: 10.1063/1.4992571
EID:

2-s2.0-85026636140
Contributors: Szczȩsna, A.; Błaszczyszyn, M.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Quaternions and joint angles in an analysis of local stability of gait for different variants of walking speed and treadmill slope

Information Sciences
2017 | Journal article
DOI: 10.1016/j.ins.2016.08.069
EID:

2-s2.0-84994166940
Contributors: Piórek, M.; Josiński, H.; Michalczuk, A.; Świtoński, A.; Szczȩsna, A.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Survey of Wearable Multi-modal Vital Parameters Measurement Systems

Innovations in Biomedical Engineering
2017 | Book chapter
DOI: 10.1007/978-3-319-47154-9_37
Part of ISBN: 9783319471532
Part of ISBN: 9783319471549
Part of ISSN: 2194-5357
Part of ISSN: 2194-5365
Source: Self-asserted source
Agnieszka Szczęsna

Wearable Sensor Vest Design Study for Vital Parameters Measurement System

Innovations in Biomedical Engineering
2017 | Book chapter
DOI: 10.1007/978-3-319-47154-9_38
Part of ISBN: 9783319471532
Part of ISBN: 9783319471549
Part of ISSN: 2194-5357
Part of ISSN: 2194-5365
Source: Self-asserted source
Agnieszka Szczęsna
grade
Preferred source (of 2)‎

Analysis of human motion data using recurrence plots and recurrence quantification measures

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
DOI: 10.1007/978-3-662-49390-8_39
EID:

2-s2.0-84961160559
Contributors: Josiński, H.; Michalczuk, A.; Mucha, R.; Świtoński, A.; Szczęsna, A.; Wojciechowski, K.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Evaluation of improvement in orientation estimation through the use of the linear acceleration estimation in the body model

Advances in Intelligent Systems and Computing
2016 | Book
DOI: 10.1007/978-3-319-23437-3_32
EID:

2-s2.0-84983143345
Contributors: Szczęsna, A.; Pruszowski, P.; Słupik, J.; Pęszor, D.; Polánski, A.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Model-based extended quaternion Kalman filter to inertial orientation tracking of arbitrary kinematic chains

SpringerPlus
2016 | Journal article
DOI: 10.1186/s40064-016-3653-8
EID:

2-s2.0-84995607569
Contributors: Szczęsna, A.; Pruszowski, P.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Preface of the "workshop on Numerical and Symbolic Computation in Computer Vision and Data Management WNSCCVDM 2015"

AIP Conference Proceedings
2016 | Conference paper
DOI: 10.1063/1.4951948
EID:

2-s2.0-84984578558
Contributors: Kozera, R.; Homenda, W.; Szczêsna, A.; Śluzek, A.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Recurrence plots and recurrence quantification analysis of human motion data

AIP Conference Proceedings
2016 | Conference paper
DOI: 10.1063/1.4951961
EID:

2-s2.0-84984590441
Contributors: Josiński, H.; Michalczuk, A.; Świtoński, A.; Szczȩsna, A.; Wojciechowski, K.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Reference data set for accuracy evaluation of orientation estimation algorithms for inertial motion capture systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
DOI: 10.1007/978-3-319-46418-3_45
EID:

2-s2.0-84989890561
Contributors: Szczęsna, A.; Skurowski, P.; Pruszowski, P.; Pęszor, D.; Paszkuta, M.; Wojciechowski, K.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Wavelet features in motion data classification

AIP Conference Proceedings
2016 | Conference paper
DOI: 10.1063/1.4951957
EID:

2-s2.0-84984591126
Contributors: Szczȩsna, A.; Świtoński, A.; Słupik, J.; Josiński, H.; Wojciechowski, K.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Zero-velocity detectors for orientation estimation problem

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
DOI: 10.1007/978-3-662-49390-8_38
EID:

2-s2.0-84961148330
Contributors: Szczesna, A.; Pruszowski, P.; Polański, A.; Peszor, D.; Wojciechowski, K.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Orthopedic pre-surgical planning using a 3D printed model

Studia Informatica
2016-09-30 | Journal article
DOI: 10.21936/SI2016_V37.N3B.779
Source: Self-asserted source
Agnieszka Szczęsna

Implementation of the MOTEK CAREN system in behavioural therapy for patients with anxiety disorders.

Psychiatria Danubina
2016-09-01 | Journal article
PMID: 27663820
Source: Self-asserted source
Agnieszka Szczęsna

Adaptation mechanism of feedback in quaternion kalman filtering for orientation estimation

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
2015 | Conference paper
DOI: 10.1007/978-3-319-19369-4_65
EID:

2-s2.0-84958521297
Contributors: Pruszowski, P.; Szczesna, A.; Polans̈ki, A.; Słupik, J.; Wojciechowski, K.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Blobby quaternion model of human joint limits

AIP Conference Proceedings
2015 | Conference paper
DOI: 10.1063/1.4912883
EID:

2-s2.0-84939649119
Contributors: Szczęsna, A.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Scalable, wearable, unobtrusive sensor network for multimodal human monitoring with distributed control

IFMBE Proceedings
2015 | Conference paper
DOI: 10.1007/978-3-319-11128-5_227
EID:

2-s2.0-84932127397
Contributors: Kulbacki, M.; Koteras, R.; Szczęsna, A.; Daniec, K.; Bieda, R.; Słupik, J.; Segen, J.; Nawrat, A.; Polański, A.; Wojciechowski, K.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Implementation of quaternion based lifting scheme for motion data editor software

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
DOI: 10.1007/978-3-319-05458-2_53
EID:

2-s2.0-84958526781
Contributors: Janiak, M.; Szczȩsna, A.; Słupik, J.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Interactive computer music application controled by human motion

Proceedings of the International Conferences on Interfaces and Human Computer Interaction 2014, Game and Entertainment Technologies 2014 and Computer Graphics, Visualization, Computer Vision and Image Processing 2014 - Part of the Multi Conference on Computer Science and Information Systems, MCCSIS 2014
2014 | Conference paper
EID:

2-s2.0-84929428422
Contributors: Kornacki, A.; Kubica, Ł.; Weczerek, K.; Szczesna, A.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Novel lightweight quaternion filter for determining orientation based on indications of gyroscope, magnetometer and accelerometer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84921341438
Contributors: Słupik, J.; Szczęsna, A.; Polański, A.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier

Three-Dimensional Haptic Manipulator Controlled Game in the Treatment of Developmental Coordination Disorder

Information Sciences and Systems 2014
2014 | Book chapter
DOI: 10.1007/978-3-319-09465-6_39
Part of ISBN: 9783319094649
Part of ISBN: 9783319094656
Source: Self-asserted source
Agnieszka Szczęsna

Serious games in medicine

Bio-Algorithms and Med-Systems
2013 | Journal article
DOI: 10.1515/bams-2013-0012
EID:

2-s2.0-84958105173
Contributors: Szczęsna, A.
Source: Self-asserted source
Agnieszka Szczęsna via Scopus - Elsevier
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