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Fairly Private: Investigating The Fairness of Visual Privacy Preservation Algorithms
As the privacy risks posed by camera surveillance and facial recognition have grown, so has the research into privacy preservation algorithms.
Bias and Fairness in Computer Vision Applications of the Criminal Justice System
Discriminatory practices involving AI-driven police work have been the subject of much controversies in the past few years, with algorithms such as COMPAS, PredPol and ShotSpotter being accused of unfairly impacting minority groups.
State of the Art of Audio- and Video-Based Solutions for AAL
The report illustrates the state of the art of the most successful AAL applications and functions based on audio and video data, namely (i) lifelogging and self-monitoring, (ii) remote monitoring of vital signs, (iii) emotional state recognition, (iv) food intake monitoring, activity and behaviour recognition, (v) activity and personal assistance, (vi) gesture recognition, (vii) fall detection and prevention, (viii) mobility assessment and frailty recognition, and (ix) cognitive and motor rehabilitation.
