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International Journal for Research Trends and Innovation
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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 : 113
Article Submitted : 18006
Article Published : 7746
Total Authors : 20484
Total Reviewer : 747
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| Paper Title: | FACIAL EMOTION DETECTION AND RECOGNITION |
| Authors Name: | Tatikonda Lakshman , Sai Sathvik Yadlapalli , Ramineni Vikramaditya , Bhimineni Rakesh Chowdary , Akshay Reddy Katakam |
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IJRTI_184519
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| Published Paper Id: | IJRTI2211008 |
| Published In: | Volume 7 Issue 11, November-2022 |
| DOI: | |
| Abstract: | Artificial Intelligence has many significant fields of work and expression/ emotion detection is one of them. To detect a facial expression, the system should analyze various variability of human faces like color, posture, expression, orientation, lighting, etc. Detecting facial features is a prerequisite to facial emotion recognition. This is achieved by observing the parts of the face, like eyes, lips movement, etc. These are then classified and compared to trained sets of data. In this research, a human facial expression recognition system will be modeled using the eigenface approach. The proposed method will use the HAAR Cascade classifier to detect the face in an image. After that anticipating the test picture upon the eigenspace and computing the Euclidean separation between the test picture and meaning of the eigenfaces. fer2013 dataset will be used for training purposes. The grayscale image of the face is used by the system to classify five basic emotions such as surprise, disgust, neutral, anger, and happiness. |
| Keywords: | HAAR Cascade classifier, fer2013 dataset, feature extraction, CNN, Xception architecture, ReLU activation function |
| Cite Article: | "FACIAL EMOTION DETECTION AND RECOGNITION ", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.7, Issue 11, page no.44 - 52, November-2022, Available :http://www.ijrti.org/papers/IJRTI2211008.pdf |
| Downloads: | 000205103 |
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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: IJRTI2211008
Registration ID:184519
Published In: Volume 7 Issue 11, November-2022
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Page No: 44 - 52 Country: ETTIMADAI, Tamil Nadu, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2211008 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2211008 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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