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IMPRS Publications :: Thesis :: Jain, Arjun


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Thesis - Doctoral dissertation | @PhdThesis | Doktorarbeit


Author
Author(s)*:Jain, Arjun
BibTeX citekey*:Jain2014
Language:English

Title, School
Title*:Data-driven methods for interactive visual content creation and manipulation
School:Universität des Saarlandes
Type of Thesis*:Doctoral dissertation
Month:August
Year:2014

Publisher
Publishers Name:Universität des Saarlandes
Publishers Address:Saarbrücken

Note, Abstract, Copyright
LaTeX Abstract:Software tools for creating and manipulating visual content --- be they for images, video or 3D models --- are often difficult to use and involve a lot of manual interaction at several stages of the process. Coupled with long processing and acquisition times, content production is rather costly and poses a potential barrier to many applications. Although cameras now allow anyone to easily capture photos and video, tools for manipulating such media demand both artistic talent and technical expertise. However, at the same time, vast corpuses with existing visual content such as Flickr, YouTube or Google 3D Warehouse are now available and easily accessible.
This thesis proposes a data-driven approach to tackle the above mentioned problems encountered in content generation. To this end, statistical models trained on semantic knowledge harvested from existing visual content corpuses are created. Using these models, we then develop tools which are easy to learn and use, even by novice users, but still produce high-quality content. These tools have intuitive interfaces, and enable the user to have precise and flexible control. Specifically, we apply our models to create tools to simplify the tasks of video manipulation, 3D modeling and material assignment to 3D objects.
Download Access Level:Public
Download File(s):View attachments here:

Referees, Status, Dates
1. Referee:Prof. Dr. Thorsten Thormälen
2. Referee:Prof. Dr. Bernt Schiele
Supervisor:Prof. Dr. Hans-Peter Seidel
Status:Completed
Date Kolloquium:19 March 2014
Chair Kolloquium:Prof. Dr. Sebastian Hack

Correlation
MPG Unit:Max-Planck-Institut für Informatik
MPG Subunit:IMPRS-CS
Audience:Expert
Appearance:MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat

BibTeX Entry:

@PHDTHESIS{Jain2014,
AUTHOR = {Jain, Arjun},
TITLE = {Data-driven methods for interactive visual content creation and manipulation},
PUBLISHER = {Universität des Saarlandes},
SCHOOL = {Universit{\"a}t des Saarlandes},
YEAR = {2014},
TYPE = {Doctoral dissertation}
ADDRESS = {Saarbr{\"u}cken},
MONTH = {August},
}





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