Original title: Parametrizace tváře pomocí videosekvence
Translated title: Face parameterization using videosequence
Authors: Lieskovský, Pavol ; Mekyska, Jiří (referee) ; Rajnoha, Martin (advisor)
Document type: Master’s theses
Year: 2019
Language: slo
Publisher: Vysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií
Abstract: [slo] [eng]
Táto práca sa zaoberá problémom parametrizácie tváre rozprávajúcej osoby na videu a odhadom Parkinsonovej choroby a progresu jej symptómov na základe parametrov tváre. Popisuje syntax a funkciu programu, ktorý bol v rámci tejto práce vytvorený a rieši problém parametrizácie tváre. Program spracované dáta formátuje do časovej rady parametrov vo formáte JSON. Z týchto dát bol vytvorený dataset, na základe ktorého boli v rámci práce natrénované modely umelej inteligencie určené na predikciu Parkinsonovej choroby a jej symptómov u pacienta. Proces trénovania modelov a ich výsledky sú zdokumentované v práci. This work deals with the problem of face parameterization from the video of a speaking person and estimating Parkinson’s disease and the progress of its symptoms based on face parameters. It describes the syntax and function of the program that was created within this work and solves the problem of face parameterization. The program formats the processed data into a time series of parameters in JSON format. From these data, a dataset was created, based on which artificial intelligence models were trained to predict Parkinson’s disease and the progress of its symptoms. The process of model training and their results are documented within this work.
Keywords: classification; face parameterization; Parkinson’s disease; regression; video processing

Institution: Brno University of Technology (web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library.
Original record: http://hdl.handle.net/11012/177626

Permalink: http://www.nusl.cz/ntk/nusl-400951


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