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A large-scale taxonomy of real-world scenes

A large-scale taxonomy of real-world scenes

Scene classification is critical to human scene understanding. The scientific study of scene perception requires a shared vocabulary and taxonomic organization of scene categories. What classes of scenes are there? The only attempt at building a cognitive scene taxonomy comes from a small study using eight categories (Tversky & Hemenway, 1983). Here, we endeavor to fill this knowledge gap by creating a more comprehensive taxonomy of scene categories using a large set of image categories that better approximates the richness of the real world. Experiment 1 examined 100 studies in visual cognition and computer vision that listed "scene categorization" or "scene classification" as.

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