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Proceedings Paper

Classification of similar but differently paced activities in the KTH dataset
Author(s): Shreeya Sengupta; Hui Wang; Piyush Ojha; William Blackburn
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Paper Abstract

The KTH video dataset [1] contains three activities - walking, jogging and running - which are very similar but are carried out at a different natural pace. We show that explicit inclusion of a feature which may be interpreted as a measure of the overall state of motion in a frame improves a classifier's ability to discriminate between these activities.

Paper Details

Date Published: 14 February 2015
PDF: 5 pages
Proc. SPIE 9445, Seventh International Conference on Machine Vision (ICMV 2014), 944519 (14 February 2015); doi: 10.1117/12.2180570
Show Author Affiliations
Shreeya Sengupta, Univ. of Ulster (United Kingdom)
Hui Wang, Univ. of Ulster (United Kingdom)
Piyush Ojha, Univ. of Ulster (United Kingdom)
William Blackburn, Univ. of Ulster (United Kingdom)

Published in SPIE Proceedings Vol. 9445:
Seventh International Conference on Machine Vision (ICMV 2014)
Antanas Verikas; Branislav Vuksanovic; Petia Radeva; Jianhong Zhou, Editor(s)

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