Rekonstrukcija 3D obraza iz posameznih slik

diplomsko delo

Lan Verdinek (Author), Borut Batagelj (Mentor)

Abstract

Namen diplomske naloge je bil ustvarjanje matematičnega programa, kjer bi ta pretvoril preproste slike obrazov v 3D-model. Ta program bi bil uporabljen za namene forenzike, kjer bi program omogočal lažje primerjanje obrazov za namene prepoznave ljudi. S 3D-modelom bi bilo prepoznavanje bolj natančno, kakor pa s sliko ali videom. Program je bil ustvarjen v okolju Python, kjer program prejme slike, iz nje izlušči podatke ter poskusi ustvariti čimbolj natančen 3D-model. Metoda, ki jo program uporablja, je iskanje globine v navadni sliki, kjer se globine pretvorijo v 3D- model. Nalogo smo uspešno rešili s pomočjo nevronskih mrež, ki so ustvarile podano kopijo obraza v 3D-okolje.

Keywords

Gimp;Blender;forenzika;3D model;računalništvo;računalništvo in informatika;visokošolski strokovni študij;diplomske naloge;

Data

Language:	Slovenian
Year of publishing:	2020
Typology:	2.11 - Undergraduate Thesis
Organization:	UL FRI - Faculty of Computer and Information Science
Publisher:	[L. Verdinek]
UDC:	004.932(043.2)
COBISS:	27536643
Views:	734
Downloads:	131
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Construction of a 3D face from images
Secondary abstract:	The purpose of this diploma thesis is to create a mathematical program, which would convert simple pictures of faces into a 3D model. The program would be used for forensic applications, where it would enable an easier detection of faces. With a 3D model, identification would be more accurate, unlike identification from a simple image or video. The program would be created in the Python environment, where the it would use the image as an input, where the image would be stripped for data for the program to attempt to recreate an as accurate as possible 3D model of the face in the image. The method, which the program would use is depth detection, where the depth would be converted to a 3D model. With the help of neural networks we were able to successfully create a copy of a face in a 3D environment.
Secondary keywords:	Gimp;Blender;forensics;3D model;face detection;computer science;computer and information science;diploma;
Type (COBISS):	Bachelor thesis/paper
Study programme:	1000470
Embargo end date (OpenAIRE):	1970-01-01
Thesis comment:	Univ. v Ljubljani, Fak. za računalništvo in informatiko
Pages:	51 str.
ID:	12016939