Change-Based Image Cropping with Exclusion and Compositional Features

  title={Change-Based Image Cropping with Exclusion and Compositional Features},
  author={Jianzhou Yan and Stephen Lin and Sing Bing Kang and Xiaoou Tang},
  journal={International Journal of Computer Vision},
Image cropping is a common operation used to improve the visual quality of photographs. In this paper, we present an automatic cropping technique that accounts for the two primary considerations of people when they crop: removal of distracting content, and enhancement of overall composition. Our approach utilizes a large training set consisting of photos before and after cropping by expert photographers to learn how to evaluate these two factors in a crop. In contrast to the many methods that… CONTINUE READING
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