JOURNAL ARTICLE

Facial Expression Recognition in Video using Adaboost and SVM

Surabhi PrabhakarJaya SharmaShilpi Gupta

Year: 2014 Journal:   International Journal of Computer Applications Vol: 104 (2)Pages: 1-4

Abstract

In human-computer interaction facial expression is the characteristic and proficient method for correspondence, and has been acknowledged as essential input of such interface.In this paper, we present an enhancement in facial expression recognition for image sequence.The most important step is to extract essential features from face to efficiently determine facial expression.Experimentation shows that LBP method performs well while extracting facial features.We further found that Boosted-LBP extracts most distinct features and the best recognition is calculated by SVM classifier.,

Keywords:
Computer science AdaBoost Support vector machine Facial expression recognition Artificial intelligence Facial expression Pattern recognition (psychology) Expression (computer science) Speech recognition Computer vision Facial recognition system

Metrics

8
Cited By
0.24
FWCI (Field Weighted Citation Impact)
13
Refs
0.63
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Face and Expression Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Emotion and Mood Recognition
Social Sciences →  Psychology →  Experimental and Cognitive Psychology
Face recognition and analysis
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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