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Flow-based video synthesis and editing

Published: 01 August 2004 Publication History

Abstract

This paper presents a novel algorithm for synthesizing and editing video of natural phenomena that exhibit continuous flow patterns. The algorithm analyzes the motion of textured particles in the input video along user-specified flow lines, and synthesizes seamless video of arbitrary length by enforcing temporal continuity along a second set of user-specified flow lines. The algorithm is simple to implement and use. We used this technique to edit video of water-falls, rivers, flames, and smoke.

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References

[1]
DORETTO, G., CHIUSO, A., SOATTO, S., AND WU, Y. 2003. Dynamic textures. International Journal of Computer Vision 51, 2, 91--109.
[2]
KWATRA, V., SCHÖDL, A., ESSA, I., TURK, G., AND BOBICK, A. 2003. Graphcut textures: Image and video synthesis using graph cuts. ACM Transactions on Graphics, SIGGRAPH 2003, 22, 3, 277--286.
[3]
SCHÖDL, A., AND ESSA, I. A. 2002. Controlled animation of video sprites. In ACM SIGGRAPH Symposium on Computer Animation, 121--128.
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SCHÖDL, A., SZELISKI, R., SALESIN, D. H., AND ESSA, I. 2000. Video textures. In Proceedings of ACM SIGGRAPH 2000, 489--498.
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TREUILLE, A., MCNAMARA, A., POPOVIĆ, Z., AND STAM, J. 2003. Keyframe control of smoke simulations. ACM Transactions on Graphics, SIGGRAPH 2003, 22, 3, 716--723.
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TRUCCO, E., AND VERRI, A. 1998. Introductory Techniques for 3-D Computer Vision. Prentice-Hall, Inc, New Jersey, ch. 7, 146--148.
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WANG, Y., AND ZHU, S.-C. 2002. A generative model for textured motion: Analysis and synthesis. In Proc. European Conference on Computer Vision (ECCV), 582--598.
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WEI, L.-Y., AND LEVOY, M. 2000. Fast texture synthesis using tree structured vector quantization. In Proceedings of ACM SIGGRAPH 2000, 479--488.

Cited By

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  • (2023)Animating Still Natural Images Using WarpingACM Transactions on Multimedia Computing, Communications, and Applications10.1145/351189419:1(1-24)Online publication date: 5-Jan-2023
  • (2023)Language-Guided Face Animation by Recurrent StyleGAN-Based GeneratorIEEE Transactions on Multimedia10.1109/TMM.2023.324814325(9216-9227)Online publication date: 2023
  • (2023)Shape-Aware Text-Driven Layered Video Editing2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)10.1109/CVPR52729.2023.01376(14317-14326)Online publication date: Jun-2023
  • Show More Cited By

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Published In

cover image ACM Conferences
SIGGRAPH '04: ACM SIGGRAPH 2004 Papers
August 2004
684 pages
ISBN:9781450378239
DOI:10.1145/1186562
  • Editor:
  • Joe Marks
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 August 2004

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Author Tags

  1. Image and Video Processing
  2. Particle Systems
  3. Texture and Video Synthesis

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SIGGRAPH04
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SIGGRAPH '04 Paper Acceptance Rate 83 of 478 submissions, 17%;
Overall Acceptance Rate 1,822 of 8,601 submissions, 21%

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Cited By

View all
  • (2023)Animating Still Natural Images Using WarpingACM Transactions on Multimedia Computing, Communications, and Applications10.1145/351189419:1(1-24)Online publication date: 5-Jan-2023
  • (2023)Language-Guided Face Animation by Recurrent StyleGAN-Based GeneratorIEEE Transactions on Multimedia10.1109/TMM.2023.324814325(9216-9227)Online publication date: 2023
  • (2023)Shape-Aware Text-Driven Layered Video Editing2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)10.1109/CVPR52729.2023.01376(14317-14326)Online publication date: Jun-2023
  • (2022)Diverse Generation from a Single Video Made PossibleComputer Vision – ECCV 202210.1007/978-3-031-19790-1_30(491-509)Online publication date: 24-Oct-2022
  • (2021)Animating Pictures with Eulerian Motion Fields2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)10.1109/CVPR46437.2021.00575(5806-5815)Online publication date: Jun-2021
  • (2019)DynTypo: Example-Based Dynamic Text Effects Transfer2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)10.1109/CVPR.2019.00602(5863-5872)Online publication date: Jun-2019
  • (2017)Responsive Action-based Video SynthesisProceedings of the 2017 CHI Conference on Human Factors in Computing Systems10.1145/3025453.3025880(6569-6580)Online publication date: 2-May-2017
  • (2017)A Phase-Based Approach for Animating Images Using Video ExamplesComputer Graphics Forum10.1111/cgf.1294036:6(303-311)Online publication date: 1-Sep-2017
  • (2014)Generating Image Sequences of Augmented Road ScenariosProceedings of the 2014 International Conference on Virtual Reality and Visualization10.1109/ICVRV.2014.30(473-477)Online publication date: 30-Aug-2014
  • (2014)Editing Fluid Sequences Using Space Warping TechniqueProceedings of the 2014 International Conference on Virtual Reality and Visualization10.1109/ICVRV.2014.22(403-407)Online publication date: 30-Aug-2014
  • Show More Cited By

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