DOI QR코드

DOI QR Code

Denoising 3D Skeleton Frames using Intersection Over Union

  • 발행 : 2021.11.04

초록

The accuracy of real-time video analysis system based on 3D skeleton data highly depends on the quality of data. This study proposes a methodology to distinguish noise in 3D skeleton frames using Intersection Over Union (IOU) method. IOU is metric that tells how similar two rectangles (i.e., boxes). Simply, the method decides a frame as noise or not by comparing the frame with a set of valid frames. Our proposed method distinguished noise in 3D skeleton frames with the accuracy of 99%. According to the result, our proposed method can be used to track noise in 3D skeleton frames.

키워드

과제정보

This work was supported by Institute for Information communications Technology Promotion (IITP) grant funded by the Korea government (MSIP) (2016-0-00406, SIAT CCTV Cloud Platform).