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Simultaneous Gesture Segmentation and Recognition based on Forward Spotting Accumulative HMMs
Hong Kong August 20-August 24
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.105618th International Conference on Patt ...
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Jinyoung Song, Daijin Kim, "Simultaneous Gesture Segmentation and Recognition based on Forward Spotting Accumulative HMMs," Pattern Recognition, International Conference on, vol. 1, pp. 1231-1235, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.1056,
author = {Jinyoung Song and Daijin Kim},
title = {Simultaneous Gesture Segmentation and Recognition based on Forward Spotting Accumulative HMMs},
journal ={Pattern Recognition, International Conference on},
volume = {1},
year = {2006},
issn = {1051-4651},
pages = {1231-1235},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.1056},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Pattern Recognition, International Conference on
TI - Simultaneous Gesture Segmentation and Recognition based on Forward Spotting Accumulative HMMs
SN - 1051-4651
SP1231
EP1235
A1 - Jinyoung Song,
A1 - Daijin Kim,
PY - 2006
KW - null
VL - 1
JA - Pattern Recognition, International Conference on
ER -
 
Jinyoung Song, POSTECH, Korea
Daijin Kim, POSTECH, Korea
In this paper, we propose a forward spotting scheme that executes gesture segmentation and recognition simultaneously by detecting start point. By using competitive differential observation probability, sliding window and accumulative HMMs, we apply the proposed method to recognize the upper-body gestures for controlling the curtains and lights in a smart home environment.
Citation:
Jinyoung Song, Daijin Kim, "Simultaneous Gesture Segmentation and Recognition based on Forward Spotting Accumulative HMMs," icpr, vol. 1, pp.1231-1235, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006
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