articleJul 29, 2007Closed access

Seam carving for content-aware image resizing

Mitsubishi Electric (Japan)

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Abstract

Effective resizing of images should not only use geometric constraints, but consider the image content as well. We present a simple image operator called seam carving that supports content-aware image resizing for both reduction and expansion. A seam is an optimal 8-connected path of pixels on a single image from top to bottom, or left to right, where optimality is defined by an image energy function. By repeatedly carving out or inserting seams in one direction we can change the aspect ratio of an image. By applying these operators in both directions we can retarget the image to a new size. The selection and order of seams protect the content of the image, as defined by the energy function. Seam carving can…

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Authors

2

Topics & keywords

Keywords
  • Seam carving
  • Computer vision
  • Computer science
  • Image (mathematics)
  • Artificial intelligence
  • Resizing
  • Pixel
  • Process (computing)
UN Sustainable Development Goals
  • Affordable and clean energy
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