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Image memorability and visual inception

Author(s)
Khosla, Aditya; Xiao, Jianxiong; Isola, Phillip John; Torralba, Antonio; Oliva, Aude
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Creative Commons Attribution-Noncommercial-Share Alike http://creativecommons.org/licenses/by-nc-sa/4.0/
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Abstract
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?
Date issued
2012
URI
http://hdl.handle.net/1721.1/90955
Department
Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory; Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences; Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Journal
SIGGRAPH Asia 2012 Technical Briefs on - SA '12
Publisher
Association for Computing Machinery
Citation
Khosla, Aditya, Jianxiong Xiao, Phillip Isola, Antonio Torralba, and Aude Oliva. “Image Memorability and Visual Inception.” SIGGRAPH Asia 2012 Technical Briefs on - SA ’12 (2012), SIGGRAPH Asia 2012, November 28-December 1, 2012, Singapore. Article no. 35: p.1-4.
Version: Author's final manuscript
ISBN
9781450319157

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