We propose an image representation method using boosted random contextual semantic spaces.
The proposed BRCSS can alleviate the semantic gap by using semantic space based image representation.
BRCSS uses the visual representation of images in an iterative way with random sampling and re-weighting.
Experimental results demonstrate the effectiveness and efficiency of the proposed method.