Open AccessFeature Based Face Recognition using Machine Learning Techniques’
Author(s) -
Benvindo Rodrigues Pereira,
Mrs.Rajeswari B.
Publication year - 2020
Publication title -
international journal of recent technology and engineering
Language(s) - English
Resource type - Journals
ISSN - 2277-3878
DOI - 10.35940/ijrte.f7497.038620
Subject(s) - artificial intelligence , computer science , pattern recognition (psychology) , face (sociological concept) , convolutional neural network , facial recognition system , feature extraction , face detection , three dimensional face recognition , identification (biology) , feature (linguistics) , machine learning , social science , linguistics , philosophy , botany , sociology , biology
Human Face has Numerous unique Features to Distinguish between each other. Face can Identified by distinguishing between face and non-face followed by Identification. Traditionally face recognition uses distinct features Comparison to Identify the Faces which is Complex for larger databases and ambiguous in many scenarios. To improve the accuracy and Scalability Proposed method uses machine learning based Haar Cascade technique for face detection and convolutional neural network is used for feature extraction followed by classification using Euclidean distance and cosine transformation to recognize the face. The results demonstrate the work is performed well in recognizing the face efficiently with different variations.