Cumulative attributes for pain intensity estimation

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Cumulative attributes for pain intensity estimation

Pain estimation from face video is a hard problem in automatic behaviour understanding. One major obstacle is the di culty of collecting sufficient amounts of data, with balanced amounts of data for all pain intensity levels. To overcome this, we propose to adopt Cumulative Attributes, which assume...

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Bibliographic Details
Main Authors:	Joy, Egede, Michel, Valstar
Format:	Conference or Workshop Item
Published:	2017
Subjects:	Pain estimation; Attribute learning; Multi-output regression; Relevance Vector Machines (RVM)
Online Access:	https://eprints.nottingham.ac.uk/45830/

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