Automated Analysis of Nursing Home Observations
IEEE Pervasive Computing
Real-time people localization and tracking through fixed stereo vision
Applied Intelligence
Rek-means: a k-means based clustering algorithm
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
HMM based falling person detection using both audio and video
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
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We propose an adaptive tracking system for assisted living that integrates user information about emergency events. Information fusion between user data and visual data is performed in order to estimate and assess the situation at hand. The system is able to dynamically switch between different segmentation and tracking algorithms improving its performance, as shown by the proposed examples.