Context-aware saliency detection

S Goferman, L Zelnik-Manor… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
S Goferman, L Zelnik-Manor, A Tal
IEEE transactions on pattern analysis and machine intelligence, 2011ieeexplore.ieee.org
We propose a new type of saliency—context-aware saliency—which aims at detecting the
image regions that represent the scene. This definition differs from previous definitions
whose goal is to either identify fixation points or detect the dominant object. In accordance
with our saliency definition, we present a detection algorithm which is based on four
principles observed in the psychological literature. The benefits of the proposed approach
are evaluated in two applications where the context of the dominant objects is just as …
We propose a new type of saliency—context-aware saliency—which aims at detecting the image regions that represent the scene. This definition differs from previous definitions whose goal is to either identify fixation points or detect the dominant object. In accordance with our saliency definition, we present a detection algorithm which is based on four principles observed in the psychological literature. The benefits of the proposed approach are evaluated in two applications where the context of the dominant objects is just as essential as the objects themselves. In image retargeting, we demonstrate that using our saliency prevents distortions in the important regions. In summarization, we show that our saliency helps to produce compact, appealing, and informative summaries.
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