Analysis of action oriented effects on perceptual process of object recognition using physiological responses

2Citations
Citations of this article
3Readers
Mendeley users who have this article in their library.
Get full text

Abstract

Action on any objects provides perceptual information about the environment. There is substantial evidence that human visual system responds to action possibilities in an image as perceiving any one’s action stimulates human motor system. However very limited studies have been done to analyze the effect of object affordance during action perception and execution. To study the effect of object affordance on human perception, in this paper we have analyzed the human brain signals using EEG based oscillatory activity of brain. EEG responses corresponding to images of objects shown with correct, incorrect and without grips are examined. Exploration of different gripping effects has been done by extracting Alpha and Beta frequency bands using Discrete Wavelet Transform based band extraction method, then baseline normalized power of Alpha and Beta frequency bands at 24 positions of motor area of left and right side of brain are examined. The result shows that twelve pooled electrodes at central and central parietal region provides a clear discrimination among the three gripping cases in terms of calculated power. The presented research explores new applicabilities of object affordance to develop a variety of Brain Computer Interface (BCI) based devices and to improve motor imagery ability among motor disorder related patients.

Cite

CITATION STYLE

APA

Sharma, S., Mishra, A., Kumar, S., Ranjan, P., & Ujlayan, A. (2018). Analysis of action oriented effects on perceptual process of object recognition using physiological responses. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 11278 LNCS, pp. 46–58). Springer Verlag. https://doi.org/10.1007/978-3-030-04021-5_5

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Save time finding and organizing research with Mendeley

Sign up for free