TY - GEN
T1 - Telemoji
T2 - 2021 International Conference on Visual Communications and Image Processing, VCIP 2021
AU - Kreinis, Alex
AU - Damri, Tom
AU - Leon, Tomer
AU - Litvak, Marina
AU - Rabaev, Irina
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/1/1
Y1 - 2021/1/1
N2 - Autism spectrum disorder (ASD) is frequently ac-companied by impairment in emotional expression recognition, and therefore individuals with ASD may find it hard to interpret emotions and interact. Inspired by this fact, we developed a web-based video chat to assist people with ASD, both for real-time recognition of facial emotions and for practicing. This real-time application detects the speaker's face in a video stream and classifies the expressed emotion into one of the seven categories: neutral, surprise, happy, angry, disgust, fear, and sad. The classification is then displayed as the text label below the speaker's face. We developed this application as a part of the undergraduate project for the B.Sc. degree in Software Engineering. Its development and testing were made with the cooperation of the local society for children and adults with autism. The application has been released for unrestricted use on https://telemojii.herokuapp.com/. The demo is available at http://www.filedropper.com/telemojishortdemoblur.
AB - Autism spectrum disorder (ASD) is frequently ac-companied by impairment in emotional expression recognition, and therefore individuals with ASD may find it hard to interpret emotions and interact. Inspired by this fact, we developed a web-based video chat to assist people with ASD, both for real-time recognition of facial emotions and for practicing. This real-time application detects the speaker's face in a video stream and classifies the expressed emotion into one of the seven categories: neutral, surprise, happy, angry, disgust, fear, and sad. The classification is then displayed as the text label below the speaker's face. We developed this application as a part of the undergraduate project for the B.Sc. degree in Software Engineering. Its development and testing were made with the cooperation of the local society for children and adults with autism. The application has been released for unrestricted use on https://telemojii.herokuapp.com/. The demo is available at http://www.filedropper.com/telemojishortdemoblur.
KW - Autism Spectrum Disorder
KW - Deep Learning Network
KW - Emotion Recognition
KW - Facial Expressions Recognition
UR - http://www.scopus.com/inward/record.url?scp=85125241230&partnerID=8YFLogxK
U2 - 10.1109/VCIP53242.2021.9675330
DO - 10.1109/VCIP53242.2021.9675330
M3 - Conference contribution
AN - SCOPUS:85125241230
T3 - 2021 International Conference on Visual Communications and Image Processing, VCIP 2021 - Proceedings
BT - 2021 International Conference on Visual Communications and Image Processing, VCIP 2021 - Proceedings
PB - Institute of Electrical and Electronics Engineers
Y2 - 5 December 2021 through 8 December 2021
ER -