Thesis Details

Rekonstrukce digitálních fotografií s využitím hloubkové mapy

Bachelor's Thesis Student: Valeš Ondřej Academic Year: 2016/2017 Supervisor: Čadík Martin, doc. Ing., Ph.D.
English title
Image Completion Using Depth Maps
Language
Czech
Abstract

The aim of this thesis is to design and implement aplication for dataset driven scene completion utilizing data from similar dataset images and test the posibility of generating data used in reconstruction directly from depth map. For scene matching in dataset novel modification of GIST descriptor including depth data is used. Furthermore, depth maps can be used to split reconstructed image into parts with similar depth, simplifying reconstruction process. Part of this thesis is also computing GIST descriptors for datset images and implementation of tools for searching datset for similar images using depth maps.

Keywords

digital image, scene completion, depth map, GIST descriptor, Poisson's equation, dataset, C++, OpenCV

Department
Degree Programme
Information Technology
Files
Status
defended, grade A
Date
14 June 2017
Reviewer
Committee
Hruška Tomáš, prof. Ing., CSc. (DIFS FIT BUT), předseda
Kočí Radek, Ing., Ph.D. (DITS FIT BUT), člen
Novák Michal, doc. RNDr., Ph.D. (DMAT FEEC BUT), člen
Smrž Pavel, doc. RNDr., Ph.D. (DCGM FIT BUT), člen
Vašíček Zdeněk, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Citation
VALEŠ, Ondřej. Rekonstrukce digitálních fotografií s využitím hloubkové mapy. Brno, 2017. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2017-06-14. Supervised by Čadík Martin. Available from: https://www.fit.vut.cz/study/thesis/19208/
BibTeX
@bachelorsthesis{FITBT19208,
    author = "Ond\v{r}ej Vale\v{s}",
    type = "Bachelor's thesis",
    title = "Rekonstrukce digit\'{a}ln\'{i}ch fotografi\'{i} s vyu\v{z}it\'{i}m hloubkov\'{e} mapy",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2017,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/19208/"
}
Back to top