Human Behavior Classification with Convolutional Neural Networks

Su Myat Thwin

Human Behavior Classification with Convolutional Neural Networks

August 2019

Vol-5, Issue-4

Paper ID: 10720

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science(GIS, Image Processing)

Keywords

Deep Learning Human Behavior Convolutional Neural Networks

Abstract

Classification of human behavior is a challenging task that has many applications in various fields. In this paper, convolutional neural networks (CNNs) is proposed to classify the human behavior in the real-world scene. CNNs make efficient and easy to classify human behavior. In the experiment, a dataset is created that collect image frames of human behavior from video in the scenes such as indoor and outdoor. In the system, videos in KTH dataset is used to classify six activities in human behavior including running, boxing, jogging, hand waving, hand clapping and walking. The result shows that CNNs can classify human behavior automatically and can perform to get the high accuracy in classifying human behavior.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Su Myat Thwin	University of Computer Studies(Pathein)

How to Cite

Use the following formats to cite this article in your research.

APA Style

Thwin, Su Myat (2019). Human Behavior Classification with Convolutional Neural Networks. International Journal of Advance Research and Innovative Ideas In Education, 5(4), 1178-1182.

MLA Style

Thwin, Su Myat. "Human Behavior Classification with Convolutional Neural Networks." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 4, 2019, pp. 1178-1182.

IEEE Style

Su Myat Thwin, "Human Behavior Classification with Convolutional Neural Networks," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 4, pp. 1178-1182, 2019.

Vancouver Style

Thwin Su Myat. Human Behavior Classification with Convolutional Neural Networks. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(4):1178-1182.

Harvard Style

Thwin, Su Myat (2019) 'Human Behavior Classification with Convolutional Neural Networks', International Journal of Advance Research and Innovative Ideas In Education, 5(4), pp. 1178-1182.

Chicago Style

Thwin, Su Myat. "Human Behavior Classification with Convolutional Neural Networks." International Journal of Advance Research and Innovative Ideas In Education 5, no. 4 (2019): 1178-1182.

Turabian Style

Thwin, Su Myat. "Human Behavior Classification with Convolutional Neural Networks." International Journal of Advance Research and Innovative Ideas In Education 5, no. 4 (2019): 1178-1182.