Search Results for author: Nilah Ravi Nair

Found 2 papers, 0 papers with code

Multi-Channel Time-Series Person and Soft-Biometric Identification

no code implementations4 Apr 2023 Nilah Ravi Nair, Fernando Moya Rueda, Christopher Reining, Gernot A. Fink

On-body device (OBD) recordings of human movements are often preferred for HAR applications not only for their reliability but as an approach for identity protection, e. g., in industrial settings.

Attribute Human Activity Recognition +2

Dataset Bias in Human Activity Recognition

no code implementations19 Jan 2023 Nilah Ravi Nair, Lena Schmid, Fernando Moya Rueda, Markus Pauly, Gernot A. Fink, Christopher Reining

It is unknown what physical characteristics and/or soft-biometrics, such as age, height, and weight, need to be taken into account to train a classifier to achieve robustness towards heterogeneous populations in the training and testing data.

Human Activity Recognition Time Series +1

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