Inlämning av Examensarbete / Submission of Thesis

Xiaoben Hua; Yuxia Yang , pp. 39. ING/School of Engineering, 2012.

The work

Författare / Author: Xiaoben Hua, Yuxia Yang
Titel / Title: A Fusion Model For Enhancement of Range Images
Översatt titel / Translated title: English
Abstrakt Abstract:

In this thesis, we would like to present a new way to enhance the “depth map” image which is called as the fusion of depth images. The goal of our thesis is to try to enhance the “depth images” through a fusion of different classification methods.
For that, we will use three similar but different methodologies, the Graph-Cut, Super-Pixel and Principal Component Analysis algorithms to solve the enhancement and output of our result. After that, we will compare the effect of the enhancement of our result with the original depth images. This result indicates the effectiveness of our methodology.

Ämnesord / Subject: Mathematics\Probability and Statistics

Nyckelord / Keywords: 2 Dimension (2D), 3 Dimension (3D), Markov Random Field, Depth Map, Energy Function, Threshold, Graph-Cut, Super-Pixel, Principal Component Analysis (PCA)

Publication info

Dokument id / Document id: houn-8tp7tf
Program:/ Programme Matematik och Datavetenskap/mathematics and Computer Science
Registreringsdatum / Date of registration: 04/25/2012
Uppsatstyp / Type of thesis: Masterarbete/Master's Thesis (120 credits)


Handledare / Supervisor: Siamak Khatibi
Examinator / Examiner: Elisabeth Rakus-Andersson
Organisation / Organisation: Blekinge Institute of Technology
Institution / School: ING/School of Engineering

+46 455 38 50 00
Anmärkningar / Comments:

Room 401, No.56, Lane 21, Yin Gao Road, Shanghai, China

Files & Access

Bifogad uppsats fil(er) / Files attached: bth2012yuxia.pdf (994 kB, öppnas i nytt fönster)