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TST Fall detection dataset v1

Citation Author(s):
Enea Cippitelli
Ennio Gambi
Samuele Gasparrini
Susanna Spinsante
Submitted by:
Susanna Spinsante
Last updated:
DOI:
10.21227/H2VC7J
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Abstract

The dataset contains depth frames collected using Microsoft Kinect v1 in top-view configuration and can be used for fall detection.

Instructions:

Instructions – Four young actors simulated actions and falls. The dataset is constituted by 20 tests organized as follows: Tests from 1 to 10 contain data of two or more people walking in the monitored area. Tests from 11 to 20 contain data of a person simulating falls.This code can be used to read depth data with MATLAB:

http://www.tlc.dii.univpm.it/dbkinect/FallDetection_vr1/LoadDepthFrame.zip

 

If you use the dataset, please cite the following paper:

S. Gasparrini, E. Cippitelli, S. Spinsante, E. Gambi, “A Depth-Based Fall Detection System Using a Kinect® Sensor,” Sensors 2014, 14(2), 2756-2775; doi:10.3390/s140202756.