Action recognition through action generation
Bu tezde, bir robotun kendi hareket yaratma mekanizmalarını kullanarak, gözlemlediği bir hareketi eş zamanlı olarak (henüz hareket bitmeden), tanıması incelenmiştir. Bu bağlamda, taklit için geliştirilen bir hareket yaratma mekanizması olan Dinamik Hareket İlkelleri (DHİ) gözlemlenen hareketi tanımak için değiştirilmiştir.
openaire +1 more source
Interaction-Aware Scene Debiasing for Action Recognition
Deep learning models for action recognition remain challenged by scene biases as they prioritize easily learnable scene representations over the actual actor’s motion patterns.
Randy Cahya Wihandika +2 more
doaj +1 more source
Perceptual Perspective Taking and Action Recognition
Robots that operate in social environments need to be able to recognise and understand the actions of other robots, and humans, in order to facilitate learning through imitation and collaboration.
Matthew Johnson, Yiannis Demiris
doaj
In this project, we develop an algorithm that recognize different human actions from videos. We tackle the problem of human silhouette extraction and present three different methodologies or techniques that adress the human detection from an image.
openaire +2 more sources
Visual intelligence for efficient human action recognition in human computers interaction applications. [PDF]
Alghasham N, Albattah W.
europepmc +1 more source
Integrating psychological profiling with deep learning for enhanced boxing action recognition. [PDF]
Li T, Yan Y, Wen L.
europepmc +1 more source
Benchmarking action recognition models for self-harm detection in studio and real-world datasets. [PDF]
Lee K +6 more
europepmc +1 more source
Skeleton motion topology-masked prediction and contrastive learning for self-supervised human action recognition. [PDF]
Hui Y, Li F, Hu X, Guo X, Shen C.
europepmc +1 more source
The spatiotemporal neural dynamics of action-related features underlying action recognition. [PDF]
Zimmermann M, Lingnau A.
europepmc +1 more source
CAREC: Continual Wireless Action Recognition with Expansion-Compression Coordination. [PDF]
Zhang T, Fu Q, Ding H, Wang G, Wang F.
europepmc +1 more source

