A Review of Machine Learning and Deep Learning Methods for Person Detection, Tracking and Identification, and Face Recognition with Applications

A Review of Machine Learning and Deep Learning Methods for Person Detection, Tracking and Identification, and Face Recognition with Applications

This paper provides a comprehensive analysis of recent developments in face recognition, tracking, identification, and person detection technologies, highlighting the benefits and drawbacks of the available techniques. To assess the state-of-art in these domains, we reviewed more than one hundred em...

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Bibliographic Details
Main Authors: Beibut Amirgaliyev, Miras Mussabek, Tomiris Rakhimzhanova, Ainur Zhumadillayeva
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Sensors
Subjects:
computer vision
video analysis
deep learning
person detection
person tracking
person identification
Online Access:https://www.mdpi.com/1424-8220/25/5/1410
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