ML Anthology

Content-Aware Image Resizing by Quadratic Programming

Renjie Chen, Daniel Freedman, Zachi Karni, Craig Gotsman, Ligang Liu
CVPRW 2010 pp. 1-8
doi:10.1109/CVPRW.2010.5543281 /cvprw/2010/chen2010cvprw-contentaware/

Abstract

We present a new method for content-aware image resizing based on a framework of global optimization. We show that the basic resizing problem can be formulated as a convex quadratic program. Furthermore, we demonstrate how the basic framework may be extended to prevent foldovers of the underlying mesh; encourage the magnification of salient regions; and preserve straight line structures. We show results demonstrating the effectiveness of the proposed method by comparing with four leading competitor methods.

PDF CVPRW Semantic Scholar

Cite

Text

Chen et al. "Content-Aware Image Resizing by Quadratic Programming." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2010. doi:10.1109/CVPRW.2010.5543281

Markdown

[Chen et al. "Content-Aware Image Resizing by Quadratic Programming." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2010.](https://mlanthology.org/cvprw/2010/chen2010cvprw-contentaware/) doi:10.1109/CVPRW.2010.5543281

BibTeX

@inproceedings{chen2010cvprw-contentaware,
  title     = {{Content-Aware Image Resizing by Quadratic Programming}},
  author    = {Chen, Renjie and Freedman, Daniel and Karni, Zachi and Gotsman, Craig and Liu, Ligang},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2010},
  pages     = {1-8},
  doi       = {10.1109/CVPRW.2010.5543281},
  url       = {https://mlanthology.org/cvprw/2010/chen2010cvprw-contentaware/}
}