Thesis Details

Vyhledávání korespondence ve stereosnímcích tváří

Master's Thesis Student: Klaudíny Martin Academic Year: 2007/2008 Supervisor: Zemčík Pavel, prof. Dr. Ing.
English title
Stereoscopic Face Images Matching
Language
Czech
Abstract

This thesis is dedicated to the problem of 3D face capture. A majority of current face capture systems exploits a pattern projection. The goal of thesis was to develop the 3D face capture system based on the passive stereo photogrammetry. The high-resolution images of a face are captured by one pair of the calibrated digital still cameras. The image pre-processing consists of the removal of lens distortion, rectification of image pair and face extraction. The stereo image matching is accentuated. Three different approaches to the stereo correspondence search are presented - the local technique, the global technique using a graph cut and the hybrid technique merging previous two. At last, the 3D model is reconstructed according to the found correspondence. The results show that the high-quality 3D face models can be obtained despite traditional difficulties with matching pattern-free face images. Also it is possible to keep the computational demands on the acceptable level, although the high-resolution images are processed.

Keywords

computer vision, image processing, 3D object capture, face reconstruction, passive stereo photogrammetry, stereo correspondence

Department
Degree Programme
Information Technology, Field of Study Computer Graphics and Multimedia
Files
Status
defended, grade A
Date
17 June 2008
Reviewer
Committee
Meduna Alexander, prof. RNDr., CSc. (DIFS FIT BUT), předseda
Černocký Jan, prof. Dr. Ing. (DCGM FIT BUT), člen
Fučík Otto, doc. Dr. Ing. (DCSY FIT BUT), člen
Kršek Přemysl, doc. Ing., Ph.D. (DCGM FIT BUT), člen
Sochor Jiří, prof. Ing., CSc. (FI MUNI), člen
Zemčík Pavel, prof. Dr. Ing. (DCGM FIT BUT), člen
Citation
KLAUDÍNY, Martin. Vyhledávání korespondence ve stereosnímcích tváří. Brno, 2008. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2008-06-17. Supervised by Zemčík Pavel. Available from: https://www.fit.vut.cz/study/thesis/6688/
BibTeX
@mastersthesis{FITMT6688,
    author = "Martin Klaud\'{i}ny",
    type = "Master's thesis",
    title = "Vyhled\'{a}v\'{a}n\'{i} korespondence ve stereosn\'{i}mc\'{i}ch tv\'{a}\v{r}\'{i}",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2008,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/6688/"
}
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