Predicting memorability of images using attention-driven spatial pooling and image semantics ?
We examine the role of visual attention and image semantics in understanding image memorability. We propose an attention-driven spatial pooling strategy for image memorability. Considering image features from the salient parts of images improves the results of the previous models. We also investigate different semantic properties of images. Combining attention-driven pooling with semantic features yields state-of-the-art results.
spatial pooling image memorability semantic features image understanding visual saliency