Nilah Nair, M.Sc.
Wissenschaftliche Mitarbeiterin
Tel: +49 231 755-4832
Fax: +49 231 755-4768
E-Mail senden
Lehrstuhl für Förder- und Lagerwesen, FLW
TU Dortmund, LogistikCampus
Joseph-v.-Fraunhofer-Str. 2-4
44227 Dortmund, Germany
Raum A3.17
Zur Person
- Seit November 2021 Wissenschaftliche Mitarbeiterin am Lehrstuhl für Förder – und Lagerwesen, FLW
- 2021 M.Sc. Automation and Robotics, Technische Universität Dortmund
- Von März 2019 bis November 2021 Wissenschaftliche Hilfskraft am Lehrstuhl FLW
- 2017 B.Tech. Electronics and Communication Engineering, Amrita Vishwa Vidyapeetham
Arbeitsgebiete
- Human Motion Generation for Logistics Simulation
- Human Activity Recognition and Person Identification using Motion Information
- Supervision of Projects, Bachelor and Master Thesis
Projekte
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Part of LAMARR Institute for Machine Learning and Artificial Intelligence
Veröffentlichungen
- Nair, Nilah Ravi; Matei, Arthur; Krön, Dennis; Moya Rueda, Fernando; Reining, Christopher; Fink, Gernot A. (2025)
Augmentation of Human Activity Data: Convert, Generate, Transform. In: Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, CL., Bhattacharya, S., Pal, U. (eds) Pattern Recognition. ICPR 2024. Lecture Notes in Computer Science, vol 15310. Springer, Cham.
DOI: https://doi.org/10.1007/978-3-031-78192-6_5 - Hallyburton, Tim; Nair, Nilah Ravi; Moya Rueda, Fernando; Grzeszick, René; Fink, Gernot A. (2025)
Anonymisation for Time-Series Human Activity Data. In: Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, CL., Bhattacharya, S., Pal, U. (eds) Pattern Recognition. ICPR 2024. Lecture Notes in Computer Science, vol 15315. Springer, Cham.
DOI: https://doi.org/10.1007/978-3-031-78354-8_2 - Nair, Nilah Ravi; Schmid, Lena; Reining, Christopher; Moya Rueda, Fernando; Pauly, Markus; Fink, Gernot A. (2025)
Representation Biases in Time-Series Human Activity Recognition with Small Sample Sizes. In: Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, CL., Bhattacharya, S., Pal, U. (eds) Pattern Recognition. ICPR 2024. Lecture Notes in Computer Science, vol 15315. Springer, Cham.
DOI: https://doi.org/10.1007/978-3-031-78354-8_3 - Nair, Nilah Ravi; Schmid, Lena; Rueda, Fernando Moya; Pauly, Markus; Fink Gernot A.; Reining, Christopher
Dataset Bias in Human Activity Recognition
DOI: 10.48550/ARXIV.2301.10161 - Reining, Christopher; Nair, Nilah Ravi; Niemann, Friedrich; Rueda, Fernando Moya; Fink, Gernot A.
A Tutorial on Dataset Creation for Sensor-based Human Activity Recognition
In: IEEE International Conference on Pervasive Computing and Communications (PerCom), Workshop on Annotation of useR Data for UbiquitOUs Systems (ARDUOUS)
DOI: 10.1109/PerComWorkshops56833.2023.10150401 - Nair, Nilah R.; Rueda, Fernando M.; Reining, Christopher; Fink, Gernot A.
Multi-Channel Time-Series Person and Soft-Biometric Identification
In: Pattern Recognition, Computer Vision, and Image Processing, ICPR 2022 International Workshops and Challenges, J.-J. Rousseau and B. Kapralos, Eds., in Lecture Notes in Computer Science, vol. 13643. Cham: Springer Nature Switzerland, 2023, pp. 256–272
DOI: 10.1007/978-3-031-37660-3_18 - Niemann, Friedrich; Reining, Christopher; Moya Rueda, Fernando; Avsar, Hülya; Altermann, Erik; Nair, Nilah Ravi; Steffens, Janine Anika; Fink, Gernot A.; ten Hompel, Michael
Logistic Activity Recognition Challenge (LARa Version 2) – A Motion Capture and Inertial Measurement Dataset
In: Zenodo 2022. (Version 2) [Data set]
DOI: 10.5281/zenodo.5761276 - Niemann, Friedrich; Avsar, Hülya; Steffens, Janine Anika; Nair, Nilah Ravi; ten Hompel, Michael
Context-Aware Activity Recognition in Logistics (CAARL) – A optical marker-based Motion Capture Dataset
In: Zenodo 2021. (Version 1) [Data set]
DOI: 5281/zenodo.5680951 - Niemann, Friedrich; Reining, Christopher; Moya Rueda, Fernando; Altermann, Erik; Nair, Nilah Ravi; Steffens, Janine Anika; Fink, Gernot A .; ten Hompel, Michael
Logistic Activity Recognition Challenge (LARa) – A Motion Capture and Inertial Measurement Dataset
In: Zenodo 2020
10.5281/ZENODO.3862782 - Nair, Nilah Ravi; Sudheesh, P.; Jayakumar, M.
2-D airborne vehicle tracking using Kalman filter
In: IEEE International Conference on Circuit, Power and Computing Technologies (ICCPCT), 2016
DOI: doi.org/10.1109/ICCPCT.2016.7530174