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Contact-free physiological monitoring of cardiorespiratory states using radar and optical sensors

Author(s): Gašper Slapničar (Author), Mitja Luštrek (Supervisor), Wenjin Wang (Co-Supervisor)

Year: 2024

Type: Doctoral dissertation

Omnipresence of sensor-equipped devices spurred rapid development of e-health and mhealth applications in the past decades. Despite their wide-spread adoption in the form of wearables, such devices are ultimately not a universal or ideal solution for regular health monitoring due to their reliance on battery, requiring skin contact and general …

Detection of anomalous and suspicious behavior patterns from spatio-temporal agent traces

Author(s): Boštjan Kaluža (Author), Matjaž Gams (Supervisor), Mitja Luštrek (Co-Supervisor)

Year: 2013

Type: Doctoral dissertation

Many applications, including smart environments, surveillance, human-robot interaction, and ambient assisted living, involve the problem of learning patterns of agent behavior from sensor data. Deviant behavior is a pattern in the data that either does not conform to the expected behavior, that is, anomalous behavior, or matches previously defined unwanted …