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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/16777
Title: Facial Expression Detection and Recognition using Geometry Maps
Authors: Bhatt M.
Monika
Kumar P.
Sharma, Ambalika
Published in: Proceedings of 2018 Conference on Information and Communication Technology, CICT 2018
Abstract: Processing in faces is done differently compared to other stimuli, because of challenges in differentiating among highly familiar stimuli to recognize the individual since there is a necessity of the society to do it successfully. Since there can be vast growth in the field of machine learning, humans from past few years trying to make computer interaction with the humans. To do so it took various steps whether it is about the facial expression recognition or about other fields of machine learning. We proposed a novel way to deal with distinguishing the feeling in view of the lips structure over the time frame. This paper presents the work done in the field of facial expression recognition with the help of geometric maps representation of the lips portion including the Support Vector Machine (SVM) classifier to get more accuracy in the final result and then plot a graph which gives us an approximate estimation of the expression of the humans. The experiment is done on Cohn-Kanade database and obtained 94% accuracy. © 2018 IEEE.
Citation: Proceedings of 2018 Conference on Information and Communication Technology, CICT 2018, (2018)
URI: https://doi.org/10.1109/INFOCOMTECH.2018.8722412
http://repository.iitr.ac.in/handle/123456789/16777
Issue Date: 2018
Publisher: Institute of Electrical and Electronics Engineers Inc.
Keywords: Facial Expression
Filtering Techniques
Support Vector Machine (SVM)
ISBN: 9.78154E+12
Author Scopus IDs: 57209271158
23390166300
57214054754
55482822100
Author Affiliations: Bhatt, M., Uttarakhand Srinagar Garhwal, National Institute of Technology, India
Monika, Uttarakhand Srinagar Garhwal, National Institute of Technology, India
Kumar, P., Uttarakhand Srinagar Garhwal, National Institute of Technology, India, Indian Institute of Technology, Roorkee, India
Sharma, A., Indian Institute of Technology, Roorkee, India
Appears in Collections:Conference Publications [EE]

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