2D-human face recognition using SIFT and SURF descriptors of face’s feature regions

• Published in: The Visual computer Vol. 37; no. 3; pp. 447 - 456
• Main Authors: Gupta, Surbhi, Thakur, Kutub, Kumar, Munish
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.03.2021; Springer Nature B.V
• Subjects: Accuracy; Algorithms; Artificial Intelligence; Automation; Computer Graphics; Computer Science; Decision trees; Dictionaries; Face recognition; Facial recognition technology; Feature extraction; Feature recognition; Identification; Image Processing and Computer Vision; Image retrieval; Localization; Neural networks; Original Article; Principal components analysis; Wavelet transforms; SURF; SIFT; Random forest; Face recognition; Decision tree

Face recognition is the process of identifying people through facial images. It has become vital for security and surveillance applications and required everywhere including institutions, organizations, offices, and social places. There are a number of challenges faced in face recognition which incl...