Distilling Knowledge from Object Classification to Aesthetics Assessment

Jingwen Hou, Henghui Ding, Weisi Lin +2

In this work, we point out that the major dilemma of image aesthetics assessment (IAA) comes from the abstract nature of aesthetic labels. That is, a vast variety of distinct conte…