Feedback System Based on Emotion, Head Movement and Yawn Movement

6 Pages Posted: 18 May 2022

See all articles by Darshan Jadhav

Darshan Jadhav

Ramarao Adik Institute of Technology University ,DY Patil Deemed to be UniversityMaharashtra, India

Akshay Gudelli

Ramarao Adik Institute of Technology University ,DY Patil Deemed to be UniversityMaharashtra, India

Vaibhav Doifode

Ramarao Adik Institute of Technology University ,DY Patil Deemed to be UniversityMaharashtra, India

Puja Vakhare

Ramarao Adik Institute of Technology University ,DY Patil Deemed to be UniversityMaharashtra, India

Date Written: April 8, 2022

Abstract

During an online session, the faculty or the speaker might want to know the behavior of the audience present in front of the camera. But due huge volume of attendees presents in a meeting, it might not be feasible to get the exact response just by observation. By using an emotion recognition system, along with face movements we can capture the audience's faces and give feedback to the speaker/host. This can be achieved by building a model that will first detect the faces present in the camera and then extract relevant features out of it. We can then pass on these features to our emotion recognition model and head pose detection model which will take these features as an input and then give the desired output to the speaker.

Keywords: CNN, DNN, DLIB, Haar Cascade, MTCNN, CV2, Densenet, Resnet

Suggested Citation

Jadhav, Darshan and Gudelli, Akshay and Doifode, Vaibhav and Vakhare, Puja, Feedback System Based on Emotion, Head Movement and Yawn Movement (April 8, 2022). Proceedings of the 7th International Conference on Innovations and Research in Technology and Engineering (ICIRTE-2022), organized by VPPCOE & VA, Mumbai-22, INDIA, Available at SSRN: https://ssrn.com/abstract=4111859 or http://dx.doi.org/10.2139/ssrn.4111859

Darshan Jadhav (Contact Author)

Ramarao Adik Institute of Technology University ,DY Patil Deemed to be UniversityMaharashtra, India ( email )

Akshay Gudelli

Ramarao Adik Institute of Technology University ,DY Patil Deemed to be UniversityMaharashtra, India ( email )

Vaibhav Doifode

Ramarao Adik Institute of Technology University ,DY Patil Deemed to be UniversityMaharashtra, India ( email )

Puja Vakhare

Ramarao Adik Institute of Technology University ,DY Patil Deemed to be UniversityMaharashtra, India ( email )

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