Search Results for author: Attila Reiss

Found 3 papers, 1 papers with code

Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks

no code implementations Sensors 2019 Attila Reiss, Ina Indlekofer, Philip Schmidt, Kristof Van Laerhoven

We show that on large datasets the deep learning model significantly outperforms other methods: The mean absolute error could be reduced by 31% on the new dataset PPG-DaLiA, and by 21% on the dataset WESAD.

Heart rate estimation

Introducing a new benchmarked dataset for activity monitoring

no code implementations International Symposium on Wearable Computers 2012 Attila Reiss, Didier Stricker

This paper addresses the lack of a commonly used, standard dataset and established benchmarking problems for physical activity monitoring.

Benchmarking Classification

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