Image memorability and visual inception

When glancing at a magazine, or browsing the Internet, we are continuously being exposed to photographs. However, not all images are equal in memory; some stitch to our minds, while others are forgotten. In this paper we discuss the notion of image memorability and the elements that make it memorable. Our recent works have shown that image memorability is a stable and intrinsic property of images that is shared across different viewers. Given that this is the case, we discuss the possibility of modifying the memorability of images by identifying the memorability of image regions. Further, we introduce and provide evidence for the phenomenon of visual inception: can we make people believe they have seen an image they have not?

[1]  L. Standing Learning 10000 pictures , 1973 .

[2]  M. Coltheart,et al.  The quarterly journal of experimental psychology , 1985 .

[3]  Thorsten Joachims,et al.  Training linear SVMs in linear time , 2006, KDD '06.

[4]  Antonio Torralba,et al.  Building the gist of a scene: the role of global image features in recognition. , 2006, Progress in brain research.

[5]  Antonio Torralba,et al.  LabelMe: A Database and Web-Based Tool for Image Annotation , 2008, International Journal of Computer Vision.

[6]  Alexei A. Efros,et al.  Scene completion using millions of photographs , 2007, SIGGRAPH 2007.

[7]  Aude Oliva,et al.  Visual long-term memory has a massive storage capacity for object details , 2008, Proceedings of the National Academy of Sciences.

[8]  Timothy F. Brady,et al.  Conceptual Distinctiveness Supports Detailed Visual Long-term Memory for Real-world Objects the Fidelity of Long-term Memory for Visual Information , 2022 .

[9]  Krista A. Ehinger,et al.  SUN database: Large-scale scene recognition from abbey to zoo , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[10]  Antonio Torralba,et al.  Understanding the Intrinsic Memorability of Images , 2011, NIPS.

[11]  Jianxiong Xiao,et al.  What makes an image memorable? , 2011, CVPR 2011.

[12]  Krista A. Ehinger,et al.  Estimating scene typicality from human ratings and image features , 2011, CogSci.

[13]  Jianxiong Xiao,et al.  Memorability of Image Regions , 2012, NIPS.