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Bc. Michal Balážia, Ph.D.

Master's thesis

Human Gait Recognition Based on Body Component Trajectories

Human Gait Recognition Based on Body Component Trajectories
Abstract:
Práca sa koncetruje na rozpoznávanie ľudí podľa spôsobu ich chôdze. Hlavným cieľom je navrhnúť a implementovať novú metódu pre meranie podobnosti parametrov chôdze, ktoré sú extrahované z trajektórií častí ľudského tela pohybujúcich sa v čase. Navrhnutá metóda predstavuje časovo-vzdialenostne závislé signály párov bodov ľudského tela počas chôdze ako základnú jednotku vzoru chôdze. Tieto signály sú …more
Abstract:
This thesis concentrates on recognizing persons according to the way they walk (gait). The primary objective is to design and implement a new method for measuring similarity of gait features that are extracted from trajectories of 3D coordinates of body components moving in time. The proposed method introduces signals of body point pairs’ distance-time dependency while walking as a basic unit of gait …more
 

Keywords

biometric surveillance human gait recognition body point trajectory distance-time dependency signal gait pattern distance function recognition rate
 
Language used: English
Date on which the thesis was submitted / produced: 7. 1. 2013
Identifier: https://is.muni.cz/th/z8d8i/

Thesis defence

  • Date of defence: 8. 2. 2013
  • Supervisor: RNDr. Jan Sedmidubský, Ph.D.
  • Reader: RNDr. Michal Batko, Ph.D.

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Master programme / field:
Informatics / Information Technology Security

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