“Reading Pictures Instead of Looking”: RGB-D Image-Based Action Recognition via Capsule Network and Kalman Filter

This paper proposes an action recognition algorithm based on the capsule network and Kalman filter called “Reading Pictures Instead of Looking” (RPIL). This method resolves the convolutional neural network’s over sensitivity to rotation and scaling and increases the interpretability of the model as...

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Detalles Bibliográficos
Autores principales: Zhao, Botong, Wang, Yanjie, Su, Keke, Ren, Hong, Sun, Haichao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8005215/
https://www.ncbi.nlm.nih.gov/pubmed/33810140
http://dx.doi.org/10.3390/s21062217

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8005215/
https://www.ncbi.nlm.nih.gov/pubmed/33810140
http://dx.doi.org/10.3390/s21062217

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