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 |