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Spatio–Temporal Image Representation of 3D Skeletal Movements for View-Invariant Action Recognition with Deep Convolutional Neural Networks †

Designing motion representations for 3D human action recognition from skeleton sequences is an important yet challenging task. An effective representation should be robust to noise, invariant to viewpoint changes and result in a good performance with low-computational demand. Two main challenges in...

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Bibliografiske detaljer
Udgivet i:Sensors (Basel)
Main Authors: Pham, Huy Hieu, Salmane, Houssam, Khoudour, Louahdi, Crouzil, Alain, Zegers, Pablo, Velastin, Sergio A.
Format: Artigo
Sprog:Inglês
Udgivet: MDPI 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6514994/
https://ncbi.nlm.nih.gov/pubmed/31022945
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19081932
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