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An information-rich sampling technique over spatio-temporal CNN for classification of human actions in videos

We propose a novel video sampling scheme for human action recognition in videos, using Gaussian Weighing Function. Traditionally in deep learning-based human activity recognition approaches, either a few random frames or every k(th) frame of the video is considered for training the 3D CNN, where k i...

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Detalles Bibliográficos
Autores principales: Basha, S. H. Shabbeer, Pulabaigari, Viswanath, Mukherjee, Snehasis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9084266/
https://www.ncbi.nlm.nih.gov/pubmed/35572387
http://dx.doi.org/10.1007/s11042-022-12856-6