Classification of similar but differently paced activities in the KTH dataset

Shreeya Sengupta; Hui Wang; Piyush Ojha; William Blackburn

doi:10.1117/12.2180570

14 February 2015 Classification of similar but differently paced activities in the KTH dataset

Shreeya Sengupta, Hui Wang, Piyush Ojha, William Blackburn

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Proceedings Volume 9445, Seventh International Conference on Machine Vision (ICMV 2014); 944519 (2015) https://doi.org/10.1117/12.2180570
Event: Seventh International Conference on Machine Vision (ICMV 2014), 2014, Milan, Italy

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.

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Shreeya Sengupta, Hui Wang, Piyush Ojha, and William Blackburn "Classification of similar but differently paced activities in the KTH dataset", Proc. SPIE 9445, Seventh International Conference on Machine Vision (ICMV 2014), 944519 (14 February 2015); https://doi.org/10.1117/12.2180570

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