Inlämning av Examensarbete / Submission of Thesis

VAMSI KIRAN ADHIKARLA , pp. 68. ING/School of Engineering, 2011.

The work

Författare / Author: VAMSI KIRAN ADHIKARLA
Abstrakt Abstract:

The main aim of this thesis work is to find/implement various methods that convert Conventional
Stereoscopic 3D Video (CSV) to Multiview video (MVV). The work investigates different methods
that can produce multiple views given a stereoscopic pair from a frame of a particular video
sequence and continues with the process of selecting the best among investigated methods that
has optimum quality and speed. In contrast to the existing algorithms, this work disregards the
physical depth but instead focus on pixel value correspondence. The intermediate view generation
in this work is not considered as a geometrical problem, but a morphing problem. Different
morphing algorithms (mesh, field and thin plate spline morphing techniques) are considered for
conversion. Performance of each morphing algorithm is in turn compared using different correspondence
matching techniqes. The investigated methods aim to produce arbitrary number of
novel synthesized camera views from a sparse view set. Mesh morphing algorithm is found to
be a better candidate in terms of signal to noise ratio, but requires accurate correspondences at
edges of an object in a particular scene and also needs more execution time to generate more
number of views. A new approach to field morphing has been introduced in this thesis work,
which performs better in terms of execution time and also found to produce intermediate views
with reasonable signal to noise ratio. This approach is observed to bring good trade off between
speed and accuracy. This conversion has an advantage it can be used as a decompression
mechanism that can produce multiple views required for an Autostereoscopic 3D display from
a stereoscopic left and right pair. This approach also brings the benefit of backward compatibility
as present standards for CSV may be used to provide multiview 3D video to high fidelity
Autostereoscopic 3D displays of the future. This work has applications in free view point television,
video conferencing systems etc.,

Ämnesord / Subject: Signalbehandling - Signal Processing

Nyckelord / Keywords: 3DTV, Conventional Stereo Video (CSV), Image morphing, Multi View Video (MVV).

Publication info

Dokument id / Document id: houn-8j3lb3
Program:/ Programme Magisterprogram i Elektroteknik / Master of Science in Electrical Engineering
Registreringsdatum / Date of registration: 06/22/2011
Uppsatstyp / Type of thesis: Masterarbete/Master's Thesis (120 credits)


Handledare / Supervisor: Dr. Abbas Mohammed
Examinator / Examiner: Dr. Abbas Mohammed
Organisation / Organisation: Blekinge Institute of Technology
Institution / School: ING/School of Engineering

+46 455 38 50 00
I samarbete med / In co-operation with: Mid - Sweden University
Anmärkningar / Comments:

LGH 3172, 85352 SUNDSVALL,
Ph: 0046734784573

Files & Access

Bifogad uppsats fil(er) / Files attached: bth2011adhikarla.pdf (49864 kB, öppnas i nytt fönster)