Optimizing photo composition

Ligang Liu*, Renjie Chen, Lior Wolf, Daniel Cohen-Or

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

228 Scopus citations


Aesthetic images evoke an emotional response that transcends mere visual appreciation. In this work we develop a novel computational means for evaluating the composition aesthetics of a given image based on measuring several well-grounded composition guidelines. A compound operator of crop-and-retarget is employed to change the relative position of salient regions in the image and thus to modify the composition aesthetics of the image. We propose an optimization method for automatically producing a maximally-aesthetic version of the input image. We validate the performance of the method and show its effectiveness in a variety of experiments.

Original languageEnglish
Pages (from-to)469-478
Number of pages10
JournalComputer Graphics Forum
Issue number2
StatePublished - May 2010


  • I.3.3 [Computer Graphics]: Picture/-image Generation - Display algorithms


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