In this paper, we propose a falling down detection method using Depth estimation techniques[1]. The proposed method consists of four processes: Depth estimation using Depthformer[2], three points on the floor plane based on the generated Depth Map, eq...
In this paper, we propose a falling down detection method using Depth estimation techniques[1]. The proposed method consists of four processes: Depth estimation using Depthformer[2], three points on the floor plane based on the generated Depth Map, equation derivation of the plane, three-dimensional relative distance coordinate calculation, and falling down detection using calculated relative distance coordinates. As a result of the experiment, 9 out of 10 falling down distribution videos distributed by the Korea Internet & Security Agency (KISA) were detected, proving effectiveness.