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Updated: Feb 10, 2026

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Published on: September 16, 2022
Web pages: What can you see in a single fixation?
Ali Jahanian1, Shaiyan Keshvari1, Ruth Rosenholtz1
1Department: Computer Science and Artificial Intelligence Laboratory (CSAIL), Institution: Massachusetts Institute of Technology, Cambridge, MA USA.
Abstract:
Research in human vision suggests that in a single fixation, humans can extract a significant amount of information from a natural scene, e.g. the semantic category, spatial layout, and object identities. This ability is useful, for example, for quickly determining location, navigating around obstacles, detecting threats, and guiding eye movements to gather more information. In this paper, we ask a new question: What can we see at a glance at a web page - an artificial yet complex "real world" stimulus? Is it possible to notice the type of website, or where the relevant elements are, with only a glimpse? We find that observers, fixating at the center of a web page shown for only 120 milliseconds, are well above chance at classifying the page into one of ten categories. Furthermore, this ability is supported in part by text that they can read at a glance. Users can also understand the spatial layout well enough to reliably localize the menu bar and to detect ads, even though the latter are often camouflaged among other graphical elements. We discuss the parallels between web page gist and scene gist, and the implications of our findings for both vision science and human-computer interaction.
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