TST Fall detection dataset v1

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.

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Dataset Details

Citation Author(s):
Enea Cippitelli, Ennio Gambi, Samuele Gasparrini, Susanna Spinsante
Submitted by:
Susanna Spinsante
Last updated:
Fri, 01/06/2017 - 15:00
DOI:
10.21227/H2VC7J
Data Format:
Links:
 
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[1] Enea Cippitelli, Ennio Gambi, Samuele Gasparrini, Susanna Spinsante, "TST Fall detection dataset v1", IEEE Dataport, 2016. [Online]. Available: http://dx.doi.org/10.21227/H2VC7J. Accessed: Feb. 17, 2018.
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doi = {10.21227/H2VC7J},
url = {http://dx.doi.org/10.21227/H2VC7J},
author = {Enea Cippitelli; Ennio Gambi; Samuele Gasparrini; Susanna Spinsante },
publisher = {IEEE Dataport},
title = {TST Fall detection dataset v1},
year = {2016} }
TY - DATA
T1 - TST Fall detection dataset v1
AU - Enea Cippitelli; Ennio Gambi; Samuele Gasparrini; Susanna Spinsante
PY - 2016
PB - IEEE Dataport
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Enea Cippitelli, Ennio Gambi, Samuele Gasparrini, Susanna Spinsante. (2016). TST Fall detection dataset v1. IEEE Dataport. http://dx.doi.org/10.21227/H2VC7J
Enea Cippitelli, Ennio Gambi, Samuele Gasparrini, Susanna Spinsante, 2016. TST Fall detection dataset v1. Available at: http://dx.doi.org/10.21227/H2VC7J.
Enea Cippitelli, Ennio Gambi, Samuele Gasparrini, Susanna Spinsante. (2016). "TST Fall detection dataset v1." Web.
1. Enea Cippitelli, Ennio Gambi, Samuele Gasparrini, Susanna Spinsante. TST Fall detection dataset v1 [Internet]. IEEE Dataport; 2016. Available from : http://dx.doi.org/10.21227/H2VC7J
Enea Cippitelli, Ennio Gambi, Samuele Gasparrini, Susanna Spinsante. "TST Fall detection dataset v1." doi: 10.21227/H2VC7J