Human Action Recognition Based on The Skeletal Pairwise Dissimilarity

• Published in: Kompʹûternaâ optika Vol. 49; no. 3; pp. 493 - 503
• Main Authors: E.E. Surkov, O.S. Seredin, A.V. Kopylov
• Format: Journal Article
• Language: English
• Published: Samara National Research University 01.06.2025
• Subjects: activity map; basic assembly; cnn; human action recognition; inner-channel attention; pairwise dissimilarity measure

The main idea of the paper is to apply the principles of featureless pattern recognition to human activity recognition problem. The article presents the human figure representing approach based on pairwise dissimilarity function of skeletal models and a set of reference objects, also known as a basi...