A modified technique for recognizing facial expression

Publish Year: 1399
نوع سند: مقاله ژورنالی
زبان: English
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JR_APRIE-7-4_006

تاریخ نمایه سازی: 17 فروردین 1400

Abstract:

This paper consists of analysis of an algorithm dealing with facial expressions recognition. The algorithm has three major steps, initially image is processed, then the facial features are extracted and finally facial expression is recognized. In the initial processing stage the facial region is identified using a Haar cascade classifier. This facial region is passed on to the model trained by a CNN where facial features are matched with the features specified in the model. In the final step on the basis of comparison in the previous step the image is labelled and results are displayed. By the experiment results it is clear that the method specified in the paper can detect facial expressions very well.

Authors

Bhawesh Rajpal

Department of MCA, School of Computer Science and IT, Jain (deemed-to-be) University, Bangalore, Karnataka, India.

Nitin Prasad

Department of MCA, School of Computer Science and IT, Jain (deemed-to-be) University, Bangalore, Karnataka, India.

Kaushal Kishore Rao Mangalore

Department of MCA, School of Computer Science and IT, Jain (deemed-to-be) University, Bangalore, Karnataka, India.

Nikhitha Pradeep

Department of MCA, School of Computer Science and IT, Jain (deemed-to-be) University, Bangalore, Karnataka, India.

Ravi Shastri

Department of MCA, School of Computer Science and IT, Jain (deemed-to-be) University, Bangalore, Karnataka, India.

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