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Action recognition using the Rf Transform on optical flow images

Author
Carmona, J. M.; Climent, J.
Type of activity
Presentation of work at congresses
Name of edition
12th International Conference on Computer Vision Theory and Applications
Date of publication
2017
Presentation's date
2017
Book of congress proceedings
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
First page
266
Last page
271
Publisher
SCITEPRESS
DOI
https://doi.org/10.5220/0006218002660271 Open in new window
Repository
http://hdl.handle.net/2117/105050 Open in new window
URL
http://www.scitepress.org/DigitalLibrary/PublicationsDetail.aspx?ID=ccAXPbqjPFw%3d&t=1 Open in new window
Abstract
The objective of this paper is the automatic recognition of human actions in video sequences. The use of spatio-temporal features for action recognition has become very popular in recent literature Instead of extracting the spatio-temporal features from the raw video sequence, some authors propose to project the sequence to a single template first. As a contribution we propose the use of several variants of the R transform for projecting the image sequences to templates. The R transform projects...
Citation
Carmona, J. M., Climent, J. Action recognition using the Rf Transform on optical flow images. A: International Conference on Computer Vision Theory and Applications. "Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications". Porto: SCITEPRESS, 2017, p. 266-271.
Keywords
Action recognition, PHOW, Projection templates, R Transform
Group of research
VIS - Artificial Vision and Intelligent Systems

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