Professur Mess- und Sensortechnik
Mitarbeiterdetails
Professur Mess- und Sensortechnik 
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Dr. Hiba Hellara
Telefon: 33138
Raum: Reichenhainer Straße 70, Weinhold-Bau, C25.221 (alt: 2/W221)
E-Mail:

Expertise

  • IMU Sensor-based for Real-time Hand Gestures Classification using ANN Variant Algorithms.
  • sEMG Features Selection by a Chaotic Salp Swarm Algorithm for Hand Gestures Classification.
  • Intelligent Embedded System Design for Real-time Hand Gesture.
Publikationen: 14

2025

Journal Article Improving the accuracy of hand sign recognition by chaotic swarm algorithm-based feature selection applied to fused surface electromyography and force myography signals
Autoren: Hellara, H.; Barioul, R.; Sahnoun, S.; Fakhfakh, A.; Kanoun, O.
Quelle: In: Engineering Applications of Artificial Intelligence. - Elsevier BV. - 154. 2025, 110878
| DOI: 10.1016/j.engappai.2025.110878
Erscheinungsjahr: 2025
ISBN/ ISSN: Online ISSN: 1873-6769 ; Print ISSN: 0952-1976
Journal Article Overcoming behavioral variability in electromyography signals by an adaptive incremental classification approach
Autoren: Hellara, H.; Kahouli, O.; Njeh, S.; Kallel, A. Y.; Kanoun, O.
Quelle: In: Computational and Structural Biotechnology Journal. - Elsevier BV. - 28. 2025, S. 498 - 510
| DOI: 10.1016/j.csbj.2025.09.035
Erscheinungsjahr: 2025
ISBN/ ISSN: Online ISSN: 2001-0370
Thesis Electromyography-based Muscle Force Estimation During Rehabilitation Exercise
Autor: Hellara, H.
Quelle: Chemnitz : Universitätsverlag Chemnitz ; Technische Universität Chemnitz, 2025. - 170 S. - Scientific Reports on Measurement and Sensor Technology ; Volume 30
| DOI: 10.51382/978-3-96100-237-5
Erscheinungsjahr: 2025
ISBN/ ISSN: 978-3-96100-236-8 (print) ; 978-3-96100-237-5 (online)

2024

Journal Article Comparative Study of sEMG Feature Evaluation Methods Based on the Hand Gesture Classification Performance
Autoren: Hellara, H.; Barioul, R.; Sahnoun, S.; Fakhfakh, A.; Kanoun, O.
Quelle: In: Sensors. - MDPI. - 24. 2024, 11, 3638
| DOI: 10.3390/s24113638
Erscheinungsjahr: 2024
ISBN/ ISSN: 1424-8220
Conference Paper Surface Electromyography Signal Analysis for Detecting Muscle Fatigue During Grasping Exercises
Autoren: Njeh, S.; Hellara, H.; Derbel, N.; Kanoun, O.
Quelle: 2024 International Workshop on Impedance Spectroscopy (IWIS), Chemnitz, 24-27 September 2024, pp. 123-124. - IEEE, 2024
| DOI: 10.1109/iwis63047.2024.10847229
Erscheinungsjahr: 2024
ISBN/ ISSN: Electronic ISBN: 979-8-3315-0762-6 ; Print on Demand(PoD) ISBN: 979-8-3315-0763-3

2023

Conference Paper Feasibility Study of Detecting the Impact of Caffeine, and Diet on Hand Gestures Classification by sEMG Signals
Autoren: Hellara, H.; Barioul, R.; Sahnoun, S.; Fakhfakh, A.; Kanoun, O.
Quelle: 2023 International Workshop on Impedance Spectroscopy (IWIS), 26-29 September 2023, Chemnitz, pp. 36-41. - IEEE, 2023
| DOI: 10.1109/iwis61214.2023.10302762
Erscheinungsjahr: 2023
ISBN/ ISSN: Electronic ISBN:979-8-3503-5895-7 ; Print on Demand(PoD) ISBN:979-8-3503-5896-4
Conference Paper Improved Particle Swarm Optimization Algorithm for EIT Image Reconstruction
Autoren: Kahouli, O.; Hafsa, M.; Hellara, H.; Bennour, I. E.; Essoukri Ben Amara, N.; Kanoun, O.
Quelle: 2023 20th International Multi-Conference on Systems, Signals & Devices (SSD), 20-23 Februar 2023, Mahdia, Tunisia, pp.906-911. - IEEE, 2023
| DOI: 10.1109/ssd58187.2023.10411289
Erscheinungsjahr: 2023
ISBN/ ISSN: Electronic ISBN: 979-8-3503-3256-8 ; Print on Demand(PoD) ISBN: 979-8-3503-3257-5 ; Electronic ISSN: 2474-0446 ; Print on Demand(PoD) ISSN: 2474-0438

2022

Conference Paper Gesture Based Symbiotic Robot Programming for Agile Production
Autoren: Gäbert, C.; Djemal, A.; Hellara, H.; Atitallah, B. B.; Ramalingame, R.; Barioul, R.; Salzseiler, D.; Fricke, E.; Kanoun, O.; Thomas, U.
Quelle: CIVEMSA, 2022, Chemnitz. - IEEE, 2022
| DOI: 10.1109/civemsa53371.2022.9853686
Erscheinungsjahr: 2022
ISBN/ ISSN: Electronic ISBN:978-1-6654-3445-4 ; Print on Demand(PoD) ISBN:978-1-6654-3446-1 ; Electronic ISSN: 2377-9322 Print on Demand(PoD) ; ISSN: 2377-9314
Conference Paper sEMG Features Selection by a Chaotic Salp Swarm Algorithm for Hand Gestures Classification
Autoren: Hellara, H.; Barioul, R.; Choura, A.; Sahnoun, S.; Fakhfakh, A.; Bouchaala, D.; Deriche, M.; Kanoun, O.
Quelle: 2022 19th International Multi-Conference on Systems, Signals & Devices (SSD), 06-10 Mai 2022, Djelfa, Algeria, pp. 622-628. - IEEE, 2022
| DOI: 10.1109/ssd54932.2022.9955800
Erscheinungsjahr: 2022
ISBN/ ISSN: Electronic ISBN:978-1-6654-7108-4 ; USB ISBN:978-1-6654-7107-7 Print on Demand(PoD) ISBN:978-1-6654-7109-1 ; Electronic ISSN: 2474-0446 Print on Demand(PoD) ISSN: 2474-0438
Conference Paper Real-Time Model for Dynamic Hand Gestures Classification based on Inertial Sensor
Autoren: Djemal, A.; Hellara, H.; Barioul, R.; Ben Atitallah, B.; Ramalingame, R.; Fricke, E.; Kanoun, O.
Quelle: 2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 15-17 June 2022, Chemnitz, Germany, pp. 1-6. - IEEE, 2022
| DOI: 10.1109/civemsa53371.2022.9853648
Erscheinungsjahr: 2022
ISBN/ ISSN: Electronic ISBN:978-1-6654-3445-4 ; Print on Demand(PoD) ISBN:978-1-6654-3446-1 ; Electronic ISSN: 2377-9322 Print on Demand(PoD) ; ISSN: 2377-9314
Conference Paper Classification of Dynamic Hand Gestures using Multi Sensors Combinations
Autoren: Hellara, H.; Djemal, A.; Barioul, R.; Ramalingame, R.; Ben Atitallah, B.; Fricke, E.; Kanoun, O.
Quelle: 2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 15-17 June 2022, Chemnitz, Germany, pp. 1-5. - IEEE, 2022
| DOI: 10.1109/civemsa53371.2022.9853694
Erscheinungsjahr: 2022
ISBN/ ISSN: Electronic ISBN:978-1-6654-3445-4 ; Print on Demand(PoD) ISBN:978-1-6654-3446-1 ; Electronic ISSN: 2377-9322 Print on Demand(PoD) ; ISSN: 2377-9314
Conference Paper A Hybrid Measurement System for Hand Signs Recognition based on EMG-FMG Measurements
Autoren: Liu, C.; Ben Atitallah, B.; Ramalingame, R.; Barioul, R.; Djemal, A.; Hellara, H.; Kanoun, O.
Quelle: 2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 15-17 June 2022, Chemnitz, Germany, pp. 1-6. - IEEE, 2022
| DOI: 10.1109/civemsa53371.2022.9853644
Erscheinungsjahr: 2022
ISBN/ ISSN: Electronic ISBN:978-1-6654-3445-4 ; Print on Demand(PoD) ISBN:978-1-6654-3446-1 ; Electronic ISSN: 2377-9322 Print on Demand(PoD) ; ISSN: 2377-9314
Conference Paper Enhanced Particle Swarm Optimization Algorithm for EIT Image Reconstruction
Autoren: Kahouli, O.; Hafsa, M.; Hellara, H.; Bennour, I. E.; Essoukri Ben Amara, N.; Kanoun, O.
Quelle: 2022 International Workshop on Impedance Spectroscopy (IWIS), 27-30 September 2022, Chemnitz, Germany, pp. 111-116. - IEEE, 2022
| DOI: 10.1109/iwis57888.2022.9975123
Erscheinungsjahr: 2022
ISBN/ ISSN: Electronic ISBN:979-8-3503-1039-9 ; Print on Demand(PoD) ISBN:979-8-3503-1040-5

2021

Conference Paper Comparative of Swarm Intelligence based Wrappers for sEMG Signals Feature Selection
Autoren: Hellara, H.; Barioul, R.; Sahnoun, S.; Fakhfakh, A.; Kanoun, O.
Quelle: 18th International Multi-Conference on Systems, Signals & Devices (SSD), 22-25 March 2021, 9429511, 1-6. - New York : IEEE, 2021
| DOI: 10.1109/ssd52085.2021.9429511
Erscheinungsjahr: 2021
ISBN/ ISSN: 978-1-6654-1493-7 ; 978-1-6654-3057-9 ; 2474-0446 ; 2474-0438
Journal Articles (peer-reviewed):3
Conference Papers (peer-reviewed):10
Dissertations: 1