Instance search is an interesting task as well a challenging issue due to the lack of effective feature representation. In this paper, instance level representation built upon fully convolutional instance-aware segmentation proposed. The ROI-pooled from segmented region. So that instances in various sizes and layouts are represented by deep features uniform length. This further enhanced use def...

Food-storing corvids are able to remember which individual saw them store food, and take preventive action that is tailored to that particular competitor's knowledge. This raises the question of whether abilities like 'theory of mind' have arisen independently more than once in evolution.

the sealness of wilayah is one of the most important and challenging issues discussed by muslim mystics, and has been discussed by the likes of ibn ‘arabi. like other mystics, ibn ‘arabi divides wilayah into two types: absolute and limited. however, his ideas with regards to instances of absolute wilayah and limited wilayah diverge from the norm. sometimes this divergence is so extreme that acc...

We propose a multi-cue based approach for recognizing human actions in still images, where relevant object regions are discovered and utilized in a weakly supervised manner. Our approach does not require any explicitly trained object detector or part/attribute annotation. Instead, a multiple instance learning approach is used over sets of object hypotheses in order to represent objects relevant...