Three-Dimensional Human Pose Estimation from Micro-Doppler Signature Based on SISO UWB Radar
Xiaolong Zhou,
Tian Jin,
Yongpeng Dai
et al.
Abstract:In this paper, we propose an innovative approach for transforming 2D human pose estimation into 3D models using Single Input–Single Output (SISO) Ultra-Wideband (UWB) radar technology. This method addresses the significant challenge of reconstructing 3D human poses from 1D radar signals, a task traditionally hindered by low spatial resolution and complex inverse problems. The difficulty is further exacerbated by the ambiguity in 3D pose reconstruction, as multiple 3D poses may correspond to similar 2D projecti… Show more
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