Efficient Feature Extraction for Recognition of Human Emotions through Facial Expressions Using Image Processing Algorithms

Efficient Feature Extraction for Recognition of Human Emotions through Facial Expressions Using Image Processing Algorithms

Face emotion recognition is a challenging problem in computer vision that has been extensively studied in recent years. The project investigates the performance of Local Binary Pattern (LBP), Histogram of Oriented Gradients (HOG), K- Nearest Neighbour (KNN), and Support Vector Machine (SVM) for face...

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Bibliographic Details
Main Authors: M.K. Linga Murthy, Modepalli Divyanjali, Shaik Maibu Basha, Busi Madhuri, C. Venkataiah, Y. Mallikarjuna Rao, Alkhayyat Ahmed, Rawat Divya
Format: Article
Language:English
Published: EDP Sciences 2023-01-01
Series:E3S Web of Conferences
Subjects:
local binary pattern (lbp)
histogram of oriented gradients (hog)
k-nearest neighbour (knn)
support vector machine (svm)
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/28/e3sconf_icmed-icmpc2023_01182.pdf

Internet

https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/28/e3sconf_icmed-icmpc2023_01182.pdf

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