Hooman Tavakoli Ghinani, M.Sc.

Contact +49 631 20575 4011 (Kaiserslautern)

Address (Kaiserslautern) Trippstadter Straße 12267663 Kaiserslautern

Publications

Enhancing Object Detection Performance for Small Objects Through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios
Jibinraj Antony; Vinit Hegiste; Ali Nazeri; Hooman Tavakoli Ghinani; Snehal Walunj; Christiane Plociennik; Martin Ruskowski
In: Achim Wagner; Kosmas Alexopoulos; Sotiris Makris (Hrsg.). Advances in Artificial Intelligence in Manufacturing. European Symposium on Artificial Intelligence in Manufacturing (ESAIM-2023), Cham, Pages 90-105, ISBN 978-3-031-57496-2, Springer Nature Switzerland, 2024.
Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field
Sungho Suh; Vitor Fortes Rey; Sizhen Bian; Yu-Chi Huang; Jo¸e M. Ro¸anec; Hooman Tavakoli Ghinani; Bo Zhou; Paul Lukowicz
In: IEEE Internet of Things Journal (IoT), Vol. 1, Page 1, IEEE, 11/2023.
Human-centric artificial intelligence architecture for industry 5.0 applications
Jo¸e M Ro¸anec; Inna Novalija; Patrik Zajec; Klemen Kenda; Hooman Tavakoli Ghinani; Sungho Suh; Entso Veliou; Dimitrios Papamartzivanos; Thanassis Giannetsos; Sofia Anna Menesidou; Ruben Alonso; Nino Cauli; Antonello Meloni; Diego Reforgiato Recupero; Dimosthenis Kyriazis; Georgios Sofianidis; Spyros Theodoropoulos; Bla¸ Fortuna; Dunja Mladenić; John Soldatos
In: International Journal of Production Research (IJPR), Vol. 61, No. 20, Pages 6847-6872, Taylor & Francis, 10/2023.

STAR
Safe and Trusted Human Centric ARtificial Intelligence in Future Manufacturing Lines
STAR is a joint effort of AI and digital manufacturing experts towards enabling the deployment of standard-based secure, safe and reliable human-centric AI systems in real-life manufacturing…