Search Results for author: Espen Alexander F. Ihlen

Found 2 papers, 1 papers with code

From Movements to Metrics: Evaluating Explainable AI Methods in Skeleton-Based Human Activity Recognition

no code implementations20 Feb 2024 Kimji N. Pellano, Inga Strümke, Espen Alexander F. Ihlen

The advancement of deep learning in human activity recognition (HAR) using 3D skeleton data is critical for applications in healthcare, security, sports, and human-computer interaction.

Human Activity Recognition

AutoGCN -- Towards Generic Human Activity Recognition with Neural Architecture Search

1 code implementation2 Feb 2024 Felix Tempel, Inga Strümke, Espen Alexander F. Ihlen

This paper introduces AutoGCN, a generic Neural Architecture Search (NAS) algorithm for Human Activity Recognition (HAR) using Graph Convolution Networks (GCNs).

Action Recognition Human Activity Recognition +2

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