• DocumentCode
    3373763
  • Title

    Stream carving: An adaptive seam carving algorithm

  • Author

    Domingues, Daniel ; Alahi, Alexandre ; Vandergheynst, Pierre

  • Author_Institution
    Ecole Polytech. Fed. de Lausanne (EPFL), Lausanne, Switzerland
  • fYear
    2010
  • fDate
    26-29 Sept. 2010
  • Firstpage
    901
  • Lastpage
    904
  • Abstract
    We propose a new content-aware image resizing scheme, Stream Carving, which is based on the well-known seam carving method. Our algorithm may introduce larger seams in the retargeted image, i.e. seams with a width larger than one pixel, that we call “streams”. The resulting holes are then recovered using an inpainting method. Our retargeting algorithm is also more related to human perception by exploiting an adaptive importance map that merges several features like gradient magnitude, saliency, face, edge and straight line detection. Our approach induces an increase in the quality of the retargeted image when compared to the original seam carving method and provides similar or better results than other actual image retargeting techniques.
  • Keywords
    image reconstruction; image segmentation; adaptive importance map; adaptive seam carving algorithm; content-aware image resizing scheme; gradient magnitude; image retargeting; inpainting method; straight line detection; Conferences; Face; Humans; Image edge detection; Pixel; Streaming media; Videos; Image retargeting; inpainting; seam carving;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2010 17th IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-7992-4
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2010.5653984
  • Filename
    5653984