Neonatal pain detection in videos using the iCOPEvid dataset and an ensemble of descriptors extracted from Gaussian of Local Descriptors

Diagnosing pain in neonates is difficult but critical. Although approximately thirty manual pain instruments have been developed for neonatal pain diagnosis, most are complex, multifactorial, and geared toward research. The goals of this work are twofold: 1) to develop a new video dataset for automa...

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Bibliografiske detaljer

Principais autores:	Sheryl Brahnam, Loris Nanni, Shannon McMurtrey, Alessandra Lumini, Rick Brattin, Melinda Slack, Tonya Barrier
Format:	Artigo
Sprog:	Inglês
Udgivet:	Emerald Publishing 2023-01-01
Serier:	Applied Computing and Informatics
Fag:	Bag-of-features Texture descriptors Machine learning Support vector machine Neonatal pain detection Computer vision
Online adgang:	https://www.emerald.com/insight/content/doi/10.1016/j.aci.2019.05.003/full/pdf
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