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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 : 11
Issue Published : 118
Article Submitted : 21470
Article Published : 8508
Total Authors : 22383
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| Paper Title: | Facial Expression Recognition based on-line Counselling |
| Authors Name: | Vedantham Ramachandran , Edara Srinivasa Reddy |
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IJRTI_170324
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| Published Paper Id: | IJRTI1706010 |
| Published In: | Volume 2 Issue 6, June-2017 |
| DOI: | |
| Abstract: | Human Computer Interaction is a most keenly followed and sought after research topic from the past few decades by the research community. Facial expressions play crucial role in understanding the Human satisfaction over a service received by a machine that can see and identify the satisfaction level in reply as a feedback. In this paper we have proposed a consolidated system by using an augmented approach. This approach performs optimized selection of facial features from facial expression database created by Principle Component Analysis. The system is trained with the feedback to classify the emotions into basic six levels by using Emotional Back Propagation Neural Network. The exciting or happy emotions are treated as satisfaction of User and all other classes are treated as dissatisfaction over the service. The service chosen in this system is on-line counseling and facial expression images processed through this proposed system yielded fruitful results close to the reality, in Human Computer Interaction. |
| Keywords: | Emotional Back Propagation Neural Network, PCA, Facial Expression, Human Computer Interaction, Emotion Analysis |
| Cite Article: | "Facial Expression Recognition based on-line Counselling", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.2, Issue 6, page no.45 - 50, June-2017, Available :http://www.ijrti.org/papers/IJRTI1706010.pdf |
| Downloads: | 000205210 |
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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: IJRTI1706010
Registration ID:170324
Published In: Volume 2 Issue 6, June-2017
DOI (Digital Object Identifier):
Page No: 45 - 50 Country: Guntur, Andhra Pradesh, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI1706010 Published Paper PDF: https://www.ijrti.org/papers/IJRTI1706010 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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