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Celebrity Face Matching Using Deep Learning by Fengping Su; Richard O. Sinnott is a scholarly article available to read on EtoBox.

What is Celebrity Face Matching Using Deep Learning about?

Face detection and face recognition are hot topics in computer vision and have many real-life applications. In this paper we present a celebrity face matching system to match a random human face with celebrities' faces taken from the Pins Face Recognition dataset. Several deep learning models for face detection and face recognition are explored and compared. An initial accuracy of over 89.4% is achieved. A simple face alignment method is then applied which increases the accuracy to over 99.26%. We also apply K-Nearest Neighbours with cosine distance and 100 neighbours to make more robust predictions.

Author

Fengping Su; Richard O. Sinnott

Publisher

IEEE

Published

2022

Language

EN