A Robust Technique for Pain Recognition from Video Sequences using Skin Color Modeling.

Autor: Monwar, Md. Maruf, Rezaei, Siamak, Paul, Padma Polash, Prkachin, Ken
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Zdroj: International MultiConference of Engineers & Computer Scientists 2006; 2006, p513-518, 6p
Abstrakt: In this paper, we present a robust approach for pain recognition from video sequences. An automatic face detector is employed which uses skin color modeling to detect human face in the video sequence. The pain affected portions of the face are obtained by using a mask image. The obtained face images are then projected onto a feature space, defined by Eigenfaces, to produce the biometric template. Pain recognition is performed by projecting a new image onto the feature spaces spanned by the Eigenfaces and then classifying the painful face by comparing its position in the feature spaces with the positions of known individuals. [ABSTRACT FROM AUTHOR]
Databáze: Supplemental Index