Original title: Rozpoznávání osob na základě antropometrických proporcí
Translated title: Person Recognition Based on Anthropometric Proportions
Authors: Šimún, Samuel ; Semerád, Lukáš (referee) ; Goldmann, Tomáš (advisor)
Document type: Bachelor's theses
Year: 2024
Language: slo
Publisher: Vysoké učení technické v Brně. Fakulta informačních technologií
Abstract: [slo] [eng]
Táto bakalárska práca sa zameriava na možnosti využitia biometrie a strojového učenia. Podrobne rozoberá antropometrické charakteristiky, ich vývoj a potenciál využitia týchto charakteristik pre identifikáciu osoby. Analyzuje možnosti strojového učenia a aké technológie existujú pre extrakciu pózy osoby z obrazu pre výstup pózy v druhej dimenzii a v tretej dimenzii. Taktiež práca popisuje a implementuje konkrétne metódy ktoré využívajú antropometrické vlastnosti pre identifikáciu osôb. This bachelor thesis focuses on the potential use of biometrics and machine learning. It discusses in detail anthropometric characteristics, their evolution and the potential of using these characteristics for person identification. It analyzes the potential uses of machine learning and what technologies exist for extracting a person's pose from an image for outputting the pose in the second dimension and in the third dimension. Also, the thesis describes and implements specific methods that use anthropometric features for person identification.
Keywords: 2D pose estimation; 3D pose estimation; Anthropometric features; Biometrics; Machine learning

Institution: Brno University of Technology (web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library.
Original record: https://hdl.handle.net/11012/247503

Permalink: http://www.nusl.cz/ntk/nusl-619702


The record appears in these collections:
Universities and colleges > Public universities > Brno University of Technology
Academic theses (ETDs) > Bachelor's theses