A Study on Visual Perception based Emotion Recognition using Body-Activity Posture 


Vol. 18,  No. 5, pp. 305-312, Oct.  2011
10.3745/KIPSTB.2011.18.5.305


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  Abstract

Research into the visual perception of human emotion to recognize an intention has traditionally focused on emotions of facial expression. Recently researchers have turned to the more challenging field of emotional expressions through body posture or activity. Proposed work approaches recognition of basic emotional categories from body postures using neural model applied visual perception of neurophysiology. In keeping with information processing models of the visual cortex, this work constructs a biologically plausible hierarchy of neural detectors, which can discriminate 6 basic emotional states from static views of associated body postures of activity. The proposed model, which is tolerant to parameter variations, presents its possibility by evaluating against human test subjects on a set of body postures of activities.

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[IEEE Style]

J. O. Kim, "A Study on Visual Perception based Emotion Recognition using Body-Activity Posture," The KIPS Transactions:PartB , vol. 18, no. 5, pp. 305-312, 2011. DOI: 10.3745/KIPSTB.2011.18.5.305.

[ACM Style]

Jin Ok Kim. 2011. A Study on Visual Perception based Emotion Recognition using Body-Activity Posture. The KIPS Transactions:PartB , 18, 5, (2011), 305-312. DOI: 10.3745/KIPSTB.2011.18.5.305.

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