/IURHA2023

Datasets for Human Action or Identity Recognition via IR-UWB Radar

Primary LanguagePython

IURHA2023

Datasets for Human Action or Identity Recognition via IR-UWB Radar

image

This dataset will be continuously improved based on reader feedback, and valuable comments are welcome!

image

Action labels and details are shown below:

Num Action Name Description
1 Fall to Stand Stand up after falling
2 Stand Standing still
3 Walk in place Walking in place
4 Run in place Running in place
5 Jump up Vertical jump
6 Squat and stand Transition between squat and stand
7 Sit and stand Transition between sit and stand
8 Bend and stand Transition between bend and stand
9 Boxing Punching movements
10 Drink Pick up the cup and drink
11 Wave hands Waving hands for help
12 Turn around Turn the body
13 Fall forward Fall forward to the ground
14 Run forward Running forward
15 Jump forward Horizontal jump
16 Sneak forward Stealthy advance
17 Crawl forward Moving on hands and knees
18 Clap hands Applaud
19 Kicking Kick forward or sideways
20 Pacing Walking back and forth

The process of data preprocessing is shown in the figure:

image

For the fragments within 0~2 seconds, the display is as follows:

image

The iterative upgrade version will be named after IURHA2024, 2025, etc