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Author, Editor

Author(s):

Granados, Miguel
Kim, Kwang
Theobalt, Christan

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dblp
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Not MPG Author(s):

Tompkin, James
Grau, Oliver
Kautz, Jan

Editor(s):





BibTeX Citekey*:

Granados2011TR

Language:

English

Title, Institution

Title*:

How not to be seen - Video inpainting in crowded scenes

Institution*:

Max-Planck-Institut fuer Informatik

Publishers or Institutions Address*:

Saarbruecken

Type:

Research Report

No, Year, pp.,

Number*:

MPI-I-2011-4-001

Pages*:

12

Month:

February

VG Wort
Pages*:

0000-0000

Year*:

2011

ISBN/ISSN:






DOI:




Note, Abstract, ©

Note:


(LaTeX) Abstract:

Removing dynamic objects from videos is an extremely challenging problem that even visual effects professionals often solve with time-consuming manual frame-by-frame editing.
We propose a new approach to video completion that can deal with complex scenes containing dynamic background and non-periodical moving objects.
We build upon the idea that the spatio-temporal hole left by a removed object can be filled with data available on other regions of the video where the occluded objects were visible.
Video completion is performed by solving a large combinatorial problem that searches for an optimal pattern of pixel offsets from occluded to unoccluded regions.
Our contribution includes an energy functional that generalizes well over different scenes with stable parameters, and that has the desirable convergence properties for a graph-cut-based optimization.
We provide an interface to guide the completion process that both reduces computation time and allows for efficient correction of small errors in the result.
We demonstrate that our approach can effectively complete complex, high-resolution occlusions that are greater in difficulty than what existing methods have shown.

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Copyright Message:


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Access Level:

Public

Correlation

MPG Unit:

Max-Planck-Institut für Informatik



MPG Subunit:

Computer Graphics Group

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MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort


BibTeX Entry:
@TECHREPORT{Granados2011TR,
AUTHOR = {Granados, Miguel and Kim, Kwang and Theobalt, Christan},
TITLE = {How not to be seen - Video inpainting in crowded scenes},
YEAR = {2011},
TYPE = {Research Report},
INSTITUTION = {Max-Planck-Institut fuer Informatik},
NUMBER = {MPI-I-2011-4-001},
PAGES = {12},
ADDRESS = {Saarbruecken},
MONTH = {February},
}


Entry last modified by Anja Becker, 02/04/2013
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Editor(s)
[Library]
Created
03/07/2011 03:31:44 PM
Revisions
2.
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Editor(s)
Anja Becker
Miguel Andrés Granados Velásquez
Miguel Andrés Granados Velásquez

Edit Dates
07.03.2012 13:31:31
12/20/2011 03:49:33 PM
03/07/2011 03:31:44 PM

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