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LLE Coordinates for Image Blending

  • Yufeng Tang
  • , Dongqing Zou
  • , Feng Ding
  • , Jianwei Li
  • , Xiaowu Chen*
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Image blending is to paste a source patch onto a target image, which has received considerable attention. While gradient-domain blending is powerful, it suffers from poor scalability. This paper proposes a novel real-time image blending algorithm. We first construct Locally Linear Embedding (LLE) coordinates by utilizing the local geometry of source pixels' color features. Then we propagate the color differences along source and target boundary to all pixels within the source patch. Finally we add color differences to the original color of the source patch, obtaining seamless blending results. To avoid the texture difference between source patch and target image, we further introduce an optimization scheme based on edge-preserving multi-scale decomposition to generate more realistic results. Experiments show that our blending results are visually comparable to gradient-domain methods while possessing real-time performance. Our method can be applied for image stitching and object removal.

源语言英语
主期刊名Proceedings - 2014 International Conference on Virtual Reality and Visualization, ICVRV 2014
编辑Xukun Shen, Xiaopeng Zhang, Zhong Zhou, Guodong Zhang, Xun Luo
出版商Institute of Electrical and Electronics Engineers Inc.
278-283
页数6
ISBN(电子版)9781479968541
DOI
出版状态已出版 - 28 9月 2015
活动International Conference on Virtual Reality and Visualization, ICVRV 2014 - Shenyang, 中国
期限: 30 8月 201431 8月 2014

出版系列

姓名Proceedings - 2014 International Conference on Virtual Reality and Visualization, ICVRV 2014

会议

会议International Conference on Virtual Reality and Visualization, ICVRV 2014
国家/地区中国
Shenyang
时期30/08/1431/08/14

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