Review of the Application of Deep Learning in Image Memorability Prediction
Haoyang Zhang, Jie Liu, Doudou Wang · 2020
With the rapid development of artificial intelligence and image processing technology, image memorability prediction has been studied more and more widely. Image memorability is applied to many fields such as education, advertising and medicine, which has important research value. Through an inductive analysis of related research, the concept of image memorability is introduced and the factors affecting image memorability are summarized. According to the different structures, the image memorability prediction methods are divided into 5 categories, and the performance of each method is introduced and compared. Finally, the method of increasing image memorability is briefly introduced, and the future research trend of image memorability is prospected.