A Systematic Procedure for Comparing Template-based Gesture Recognizers

Ousmer, Mehdi
(2025) Visual Computing Magazine — Vol. 3, n° 1, p. 47-58 (2025)

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  • Ousmer, Mehdiorcid-logoUCLouvain
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Abstract
This paper presents a conceptual framework and systematic procedure for conducting comparative testing of template-based gesture recognizers under controlled conditions. The proposed systematic procedure investigates the influence of various factors on recognition accuracy and responsiveness, including the number of templates, sampling points, fingers, and their configuration with other hand parameters, such as the palm. The experimental validation applies 6 selected gesture recognition algorithms tested on 2 established benchmark datasets from the literature and gesture recognition competitions
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Ousmer, M. (2025). A Systematic Procedure for Comparing Template-based Gesture Recognizers. Visual Computing Magazine, 3(1), 47-58. https://hdl.handle.net/2078.5/243260 (Original work published 2025)