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  Learning Flames

Stich, T., & Magnor, M. (2005). Learning Flames. In G. Greiner, J. Hornegger, H. Niemann, & M. Stamminger (Eds.), Vision, Modeling, and Visualization 2005 (pp. 65-70). Berlin: Akademische Verlagsgesellschaft Aka.

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Item Permalink: http://hdl.handle.net/11858/00-001M-0000-000F-287B-7 Version Permalink: http://hdl.handle.net/11858/00-001M-0000-0023-E6E6-A
Genre: Conference Paper

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 Creators:
Stich, Timo1, Author              
Magnor, Marcus1, Author              
Affiliations:
1Graphics - Optics - Vision, MPI for Informatics, Max Planck Society, ou_1116549              

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 Abstract: In this work we propose a novel approach for realistic fire animation and manipulation. We apply a statistical learning method to an image sequence of a real-world flame to jointly capture flame motion and appearance characteristics. A low-dimensional generic flame model is then robustly matched to the video images. The model parameter values are used as input to drive an Expectation-Maximization algorithm to learn an {\em auto regressive process} with respect to flame dynamics. The generic flame model and the trained motion model enable us to synthesize new, unique flame sequences of arbitrary length in real-time.

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Language(s): eng - English
 Dates: 2006-04-162005
 Publication Status: Published in print
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: eDoc: 520701
Other: Local-ID: C1256BDE005F57A8-C6D110DF2A9A8C11C12570A800303666-Stich05
BibTex Citekey: Stich05
 Degree: -

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Title: Vision, Modeling, and Visualization 2005
Place of Event: Erlangen, Germany
Start-/End Date: 2005-11-16 - 2005-11-18

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Title: Vision, Modeling, and Visualization 2005
  Abbreviation : VMV 2005
  Subtitle : Proceedings ; November 16-18, 2005, Erlangen, Germany
Source Genre: Proceedings
 Creator(s):
Greiner, Günther1, Editor
Hornegger, Joachim1, Editor
Niemann, Heinrich1, Editor
Stamminger, Marc1, Editor            
Affiliations:
1 External Organizations, ou_persistent22            
Publ. Info: Berlin : Akademische Verlagsgesellschaft Aka
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 65 - 70 Identifier: ISBN: 3-89838-068-8