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System for automatically assessing both the type and the intensity of repetitive hand movements. Given a video sequence, keypoints are extracted, and the hand movement is summarised by discriminative poses. The type of movement is classified using NBNN. The intensity of the movement is then assessed using distance measures based on the predicted type of movement

System for automatically assessing both the type and the intensity of repetitive hand movements. Given a video sequence, keypoints are extracted, and the hand movement is summarised by discriminative poses. The type of movement is classified using NBNN. The intensity of the movement is then assessed using distance measures based on the predicted type of movement

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With increasing numbers of people living with dementia, there is growing interest in the automatic monitoring of agitation. Current assessments rely on carer observations within a framework of behavioural scales. Automatic monitoring of agitation can supplement existing assessments, providing carers and clinicians with a greater understanding of th...