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A Novel Criterion for Onset Detection: Differential Information Redundancy with Application to Human Movement Initiation
Omaha, Nebraska, USA October 28-October 31
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICDM.2007.312007 Seventh IEEE International Confe ...
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Gert Van Dijck, Marc M. Van Hulle, Jo Van Vaerenbergh, "A Novel Criterion for Onset Detection: Differential Information Redundancy with Application to Human Movement Initiation," Data Mining, IEEE International Conference on, pp. 673-678, 2007 Seventh IEEE International Conference on Data Mining, 2007.
 
 
BibTex
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@article{ 10.1109/ICDM.2007.31,
author = {Gert Van Dijck and Marc M. Van Hulle and Jo Van Vaerenbergh},
title = {A Novel Criterion for Onset Detection: Differential Information Redundancy with Application to Human Movement Initiation},
journal ={Data Mining, IEEE International Conference on},
volume = {0},
year = {2007},
issn = {1550-4786},
pages = {673-678},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2007.31},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Data Mining, IEEE International Conference on
TI - A Novel Criterion for Onset Detection: Differential Information Redundancy with Application to Human Movement Initiation
SN - 1550-4786
SP673
EP678
A1 - Gert Van Dijck,
A1 - Marc M. Van Hulle,
A1 - Jo Van Vaerenbergh,
PY - 2007
VL - 0
JA - Data Mining, IEEE International Conference on
ER -
 
A new detection criterion based on the change in the marginal information redundancy is presented. By establishing a link with information theory we are able to give an intuitive interpretation of our criterion. The usefulness of the new criterion is demonstrated for a case study of human movement initiation detection from force and torque signals in activity of daily living tasks. Using the new criterion, we achieve a performance that is more in agreement with expert decisions compared with traditional thresholding techniques and the advanced wavelet-based detector and energy detectors.
Citation:
Gert Van Dijck, Marc M. Van Hulle, Jo Van Vaerenbergh, "A Novel Criterion for Onset Detection: Differential Information Redundancy with Application to Human Movement Initiation," icdm, pp.673-678, 2007 Seventh IEEE International Conference on Data Mining, 2007
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