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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 115
Article Submitted : 19623
Article Published : 8077
Total Authors : 21364
Total Reviewer : 770
Total Countries : 147
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| Paper Title: | FACIAL EMOTION RECOGNITION USING CONVOLUTION NEURAL NETWORK |
| Authors Name: | M SALVANNA , P Vimala Manohara Ruth |
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IJRTI_185856
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| Published Paper Id: | IJRTI2305022 |
| Published In: | Volume 8 Issue 5, May-2023 |
| DOI: | |
| Abstract: | In social communication, identifying facial expressions is a challenging and powerful task. Facial expression is used for non-verbal communication. Facial expressions recognition using machine learning techniques has many limitations, such as time complexity and lesser accuracy. So, to overcome the limitations of existing techniques convolutional neural network is introduced in this project which is a deep learning technique. A human being can respond to internal and external events using facial emotions or expressions in real-life scenarios. For video streaming, detecting human emotion and expression helps in the interaction between computers and humans. In this application, a convolutional neural network (CNN) is used for identifying facial expressions or emotions. The proposed CNN model for facial expression recognition outperforms the existing state of art methods such as support vector machine (SVM) and naïve Bayes (NB). |
| Keywords: | Convolutional neural network, facial emotion/expression recognition, Model accuracy, Classification, SVM, NB. |
| Cite Article: | "FACIAL EMOTION RECOGNITION USING CONVOLUTION NEURAL NETWORK", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.8, Issue 5, page no.152 - 156, May-2023, Available :http://www.ijrti.org/papers/IJRTI2305022.pdf |
| Downloads: | 000205093 |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2305022
Registration ID:185856
Published In: Volume 8 Issue 5, May-2023
DOI (Digital Object Identifier):
Page No: 152 - 156 Country: Medchal malkajgiri, telangana, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2305022 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2305022 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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