Application of k Nearest Neighbors Approach to the fall detection of elderly people using depth-based sensors. - Piotr Bilski; Pawel Mazurek; Jakub Wagner (IDAACS, 2015)

Deep learning classifier for fall detection based on IR distance sensor data. - Stanislaw Jankowski; Zbigniew Szymanski; Uladzimir Dziomin; Pawel Mazurek; Jakub Wagner (IDAACS, 2015)

Neural network classifier for fall detection improved by Gram-Schmidt variable selection. - Stanislaw Jankowski; Zbigniew Szymanski; Pawel Mazurek; Jakub Wagner (IDAACS, 2015)

Acquisition and preprocessing of data from infrared depth sensors to be applied for patients monitoring. - Pawel Mazurek; Jakub Wagner; Roman Z. Morawski (IDAACS, 2015)

Applicability of mel-cepstrum in a fall detection system based on infrared depth sensors. - Jakub Wagner; Roman Z. Morawski (IDAACS, 2015)

Signal processing in a two-module radar system for monitoring of human position and movements in an indoor environment. - Jakub Wagner; Andrzej Miekina; Pawel Mazurek; Roman Z. Morawski; Wieslaw Winiecki; Frode Fadnes Jacobsen; Knut Øvsthus; Tobba T. Sudmann; Ingebjorg T. Borsheim (SPA, 2016)

Healthcare-Oriented Characterisation of Human Movements by Means of Impulse-Radar Sensors and by Means of Accelerometric Sensors. - Pawel Mazurek; Jakub Wagner; Andrzej Miekina; Roman Z. Morawski; Frode Fadnes Jacobsen (HEALTHINF, 2017)

Fusion of measurement data from impulse-radar sensors and depth sensors when applied for patients monitoring. - Pawel Mazurek; Jakub Wagner; Andrzej Miekina; Roman Z. Morawski (CIVEMSA, 2017)

Regularized numerical differentiation of depth-sensor data in a fall detection system. - Jakub Wagner; Pawel Mazurek; Roman Z. Morawski (CIVEMSA, 2017)

Use of kinematic and mel-cepstrum-related features for fall detection based on data from infrared depth sensors. - Pawel Mazurek; Jakub Wagner; Roman Z. Morawski (Biomed. Signal Process. Control., 2018)

Regularised differentiation of measurement data in systems for monitoring of human movements. - Jakub Wagner; Pawel Mazurek; Andrzej Miekina; Roman Z. Morawski (Biomed. Signal Process. Control., 2018)

Choosing number of basis functions in weighted least-squares method for fusion of measurement data used for persons' monitoring. - Pawel Mazurek; Jakub Wagner; Roman Z. Morawski (I2MTC, 2019)

Fusion of Data from Radar and Depth Sensors Applied for Healthcare-Oriented Characterization of Persons' Gait. - Pawel Mazurek; Jakub Wagner; Roman Z. Morawski (SPA, 2019)

Estimation of Movement Speed in Monitoring Systems based on Sensors of Multiple Types. - Jakub Wagner; Pawel Mazurek (BIOSIGNALS, 2021)

Non-invasive Monitoring of Elderly Persons - Systems Based on Impulse-Radar Sensors and Depth Sensors - Jakub Wagner; Pawel Mazurek; Roman Z. Morawski (Springer, 2022)

Methods for Assessment of Gait Asymmetry Based on Data from Depth Sensors. - Jakub Wagner (IDAACS, 2023)

Methods for Spatiotemporal Analysis of Human Gait Based on Data from Depth Sensors. - Jakub Wagner; Marcin Szymanski; Michalina Blazkiewicz; Katarzyna Kaczmarczyk (Sensors, 2023)