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Table 1 Summary of the state of the art visual elderly activity analysis approaches

From: Context-aware visual analysis of elderly activity in a cluttered home environment

Paper Cameras Context Test environment Features used
Naustion et al. [3], Haritaoglu et al. [4], Cucchiara et al. [5], Liu et al. [6], Lin et al. [7] Single No Lab Bounding box properties
Rougier [8] Multiple No Lab Shape
Thome et al. [9] Multiple No Lab Shape and motion
Zweng et al. [10] Multiple Active zone Lab Bounding box, motion and context information
Shoaib et al. [23] Single Activity zone Home Context information
McKenna et al. [11] Single Inactivity zones Home Context information
Proposed method Single Activity and In activity zones Home Context information