Abstract
Stereoscopic image retargeting plays an important role in adaptive 3D
stereoscopic displays. It aims to fit displays with various resolutions
while preserving visually salient content and geometric consistency. We
propose a stereoscopic image retargeting method based on stereoscopic visual
attention guided seam carving. Firstly, stereoscopic saliency map is
generated by combining 2D saliency and depth saliency maps, and significant
energy map is generated by considering binocular disparity binocular and
binocular just-noticeable-difference (BJND). Then, seam selection is applied
to the left image based on stereoscopic saliency and energy maps, and seam
replacement is performed for the occluded regions to prevent the geometry
inconsistency. Finally, according to the matched left and right seams, the
retargeted stereoscopic image is generated. In the experiments, subjective
and objective analysis on three stereoscopic image databases shows that the
proposed approach produces better seam carving results than the related
existing methods.
© 2015 IEEE
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