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Scene-adaptive color transfer model with application for image compositing

  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Compositing is one of the most critical techniques in various aspects such as movie production and computer graphics. When images have complex textures, existing color based methods require exhaustive training samples to achieve plausible compositing results. In this paper, we propose a scene-adaptive color transfer model with an application for image compositing. We extract foregrounds from the source and target images. Then, we divide the source and target images into unequal bands according to the luminance. After that, color transfer is conducted by dynamically adjusting the weights of luminance and chrominance. To achieve a realistic composite, we introduce an adaptive source compositing region selection method and address the boundary transition by a discrete Poisson solver. The experiment results illustrate that our method achieves a faithful color transfer. In addition, our composite results appear highly realistic.

Original languageEnglish
Title of host publicationProceedings - 2015 International Conference on Virtual Reality and Visualization, ICVRV 2015
EditorsZhong Zhou, Weiliang Meng, Junfeng Yao, Xiaopeng Zhang, Xun Luo
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages32-39
Number of pages8
ISBN (Electronic)9781467376730
DOIs
StatePublished - 9 May 2016
Event5th International Conference on Virtual Reality and Visualization, ICVRV 2015 - Xiamen, Fujian, China
Duration: 17 Oct 201518 Oct 2015

Publication series

NameProceedings - 2015 International Conference on Virtual Reality and Visualization, ICVRV 2015

Conference

Conference5th International Conference on Virtual Reality and Visualization, ICVRV 2015
Country/TerritoryChina
CityXiamen, Fujian
Period17/10/1518/10/15

Keywords

  • Adaptive composite region
  • Color transfer
  • Unequal division
  • Weight adjustment

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