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Activity maps for location-aware computing Export

Applications of Computer Vision, 2002. (WACV 2002). Proceedings. Sixth IEEE Workshop on (2002), pp. 70-75.

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activity-recognition

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Location-based context is important for many applications. Previous systems offered only coarse room-level features or used manually specified room regions to determine fine-scale features. We propose a location context mechanism based on activity maps, which define regions of similar context based on observations of 3-D patterns of location and motion in an environment. We describe an algorithm for obtaining activity maps using the spatio-temporal clustering of visual tracking data. We show how the recovered maps correspond to regions for common tasks in the environment and describe their use in some applications.


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