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Video inpainting and implant via diversified temporal continuations

Published: 23 October 2006 Publication History

Abstract

Recent interesting issues in video inpainting are defect removal and object removal. We take one more step to replace the removed objects in a video sequence by implanting objects from another video. Before implant, we improve an exemplar-based image inpainting algorithm by using a new patch matching strategy which incorporates edge properties. The data term used in a priority computation of candidate patches is also redefined. We take varieties of temporal continuations of foreground and background into consideration. A motion compensated inpainting procedure is then proposed. The inpainted video backgrounds are visually pleasant with smooth transitions. A simple tracking algorithm is then used to produce a foreground video, which is implanted into the inpainted background video. Our results are available at http://www.mine.tku.edu.tw/inpainting.

References

[1]
A. Criminisi, P. Perez and K. Toyama, "Region Filling and Object Removal by Exemplar-Based Image Inpainting," IEEE Transactions Image Processing, 13, 2004, pp. 1200--1212.]]
[2]
Iddo Drori, Daniel Cohen-Or, Hezy Yeshurun, "Fragment-Based Image Completion," in Proceedings: ACM SIGGRAPH 2003, pp. 303--312.]]
[3]
Kedar A. Patwardhan, Guillermo Sapiro, and Marcelo Bertalmio, "Video Inpainting of Occluding and Occluded Objects," The 2005 IEEE International Conference on Image Processing, Genova, 2005.]]
[4]
Timothy K. Shih, Rong-Chi Chang and Yu-Ping Chen, "Motion Picture Inpainting on Aged Films," in Proceedings of the 2005 ACM Multimedia Conference, Singapore, November 2005.]]
[5]
Yunjun Zhang, Jiangjian Xiao, and Mubarak Shah, "Motion Layer Based Object Removal in Videos," The Seventh IEEE Workshops on Application of Computer Vision, 2005, pp. 516--521.]]

Cited By

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  • (2024)Contour-assistance-based video matting localizationMultimedia Systems10.1007/s00530-024-01456-z30:5Online publication date: 30-Aug-2024
  • (2023)Improvement of Exemplar Based Inpainting by Enhancement of Patch Prior2023 IEEE 3rd International Conference on Applied Electromagnetics, Signal Processing, & Communication (AESPC)10.1109/AESPC59761.2023.10390442(1-4)Online publication date: 24-Nov-2023
  • (2017)A review of video falsifying techniques and video forgery detection techniquesInternational Journal of Electronic Security and Digital Forensics10.1504/IJESDF.2017.0851969:3(191-208)Online publication date: 1-Jan-2017
  • Show More Cited By

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Published In

cover image ACM Conferences
MM '06: Proceedings of the 14th ACM international conference on Multimedia
October 2006
1072 pages
ISBN:1595934472
DOI:10.1145/1180639
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: 23 October 2006

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Author Tags

  1. object removal
  2. object tracking
  3. temporal continuations
  4. video implant
  5. video inpainting

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MM06
MM06: The 14th ACM International Conference on Multimedia 2006
October 23 - 27, 2006
CA, Santa Barbara, USA

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Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

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Cited By

View all
  • (2024)Contour-assistance-based video matting localizationMultimedia Systems10.1007/s00530-024-01456-z30:5Online publication date: 30-Aug-2024
  • (2023)Improvement of Exemplar Based Inpainting by Enhancement of Patch Prior2023 IEEE 3rd International Conference on Applied Electromagnetics, Signal Processing, & Communication (AESPC)10.1109/AESPC59761.2023.10390442(1-4)Online publication date: 24-Nov-2023
  • (2017)A review of video falsifying techniques and video forgery detection techniquesInternational Journal of Electronic Security and Digital Forensics10.1504/IJESDF.2017.0851969:3(191-208)Online publication date: 1-Jan-2017
  • (2017)Survey on image processing under image restoration2017 IEEE International Conference on Electrical, Instrumentation and Communication Engineering (ICEICE)10.1109/ICEICE.2017.8191919(1-5)Online publication date: Apr-2017
  • (2015)A Survey on Data-Driven Video CompletionComputer Graphics Forum10.1111/cgf.1251834:6(60-85)Online publication date: 1-Sep-2015
  • (2015)Auto-inpainting heritage scenesMachine Vision and Applications10.1007/s00138-015-0661-626:2-3(317-337)Online publication date: 1-Apr-2015
  • (2014)Bandlet-based sparsity regularization in video inpaintingJournal of Visual Communication and Image Representation10.1016/j.jvcir.2014.01.00725:5(855-863)Online publication date: Jul-2014
  • (2012)Video Completion Using Bandlet TransformIEEE Transactions on Multimedia10.1109/TMM.2012.219880214:6(1591-1601)Online publication date: 1-Dec-2012
  • (2012)SVD based automatic detection of target regions for image inpaintingProceedings of the 11th international conference on Computer Vision - Volume 210.1007/978-3-642-37484-5_6(61-71)Online publication date: 5-Nov-2012
  • (2011)Video Motion Interpolation for Special Effect ApplicationsIEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews10.1109/TSMCC.2010.207767441:5(720-732)Online publication date: 1-Sep-2011
  • Show More Cited By

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