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
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;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5653984