View-Normalization-Visualization

This repo is the visualization of view normalization in "View-Normalized and Subject-Independent Skeleton Generation for Action Recognition". This work proposes a Variance Reduction (VaRe) framework to reduce the view- and subject-induced intraclass variances for skeleton-based action recognition.

This repo contains five videos. For each video, we illustrate the RGB video, the raw skeleton derived from diverse viewpoints, and the view-normalized skeleton generated by the proposed VN-GAN from the first column to the third column.

Example 1: S001C003P004R002A037

Example 2: S002C003P014R002A024

Example 3: S003C003P008R002A049

Example 4: S005C003P004R002A005

Example 5: S008C001P015R001A021

Example 6: S008C001P019R001A004