Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)

A reduced LTP coding on spatial interest points for Human Action Recognition

Authors
Chunkeng Dong, Hao Song
Corresponding Author
Chunkeng Dong
Available Online March 2013.
DOI
10.2991/iccsee.2013.270How to use a DOI?
Keywords
reduced LTP, interest points ,action recognition,
Abstract

We present a novel action recognition method which is based on combining detecting 2D informative feature points and coding their local changes in motion directions by Local Trinary Patterns. The resulting method is extremely efficient, and thus is suitable for real-time uses of simultaneous recovery of human action of several lengths and starting points. Tested on some publicity available datasets in the literature known to us, our method can make good performance both on accuracy and efficiency for recognition.

Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
Series
Advances in Intelligent Systems Research
Publication Date
March 2013
ISBN
10.2991/iccsee.2013.270
ISSN
1951-6851
DOI
10.2991/iccsee.2013.270How to use a DOI?
Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Chunkeng Dong
AU  - Hao Song
PY  - 2013/03
DA  - 2013/03
TI  - A reduced LTP coding on spatial interest points for Human Action Recognition
BT  - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
PB  - Atlantis Press
SP  - 1076
EP  - 1079
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccsee.2013.270
DO  - 10.2991/iccsee.2013.270
ID  - Dong2013/03
ER  -