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The Effects of Contextual Cues on Visual Categorization

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The Effects of Contextual Cues on Visual Categorization
The Effects of Contextual Cues on Visual Categorization

Ken Sim

Department of Psychology, Department of Engineering
National University of Singapore

2012/2013 Semester 1
The Effects of Contextual Cues on Visual Categorization

Zi Yang Ang, Yan Ting Chan, Ken Sim, Chaoqian Chen, Yu Chen, Mayank Ashok Jain

Department of Psychology, Department of Engineering
National University of Singapore

2012/2013 Semester 1

Abstract “Do you spot the animal faster than the bird?” Ever since the early studies by Eleanor Roach in the late 70s, much work has been done on categorization. Views on early processing have shifted from “basic level advantage” to “superordinate level advantage”. Recently, Mack and Palmeri claim that superordinate level advantage is only present at short stimulus presentation times. They suggest that at short presentation times, categorization relies more on contextual cues provided by the background, rather than actual object information. We aim to find if the superordinate level advantage at short presentation times can be attributed to contextual cues. We compared human reaction times when categorizing bird pictures as containing either an animal (superordinate level), or bird (basic level) in 3 background types (coherent, incoherent, neutral).
Human subjects require an additional 15ms to categorize a bird as a bird (basic level) than as an animal (superordinate). Human subjects also showed the fastest categorization when objects are in neutral backgrounds, followed by coherent and finally, objects in incoherent backgrounds are slowest at being categorized. There is no significant interaction between categorization level and background types showing that the superordinate level advantage might not be due to contextual cues.
Introduction
The field is split with differing opinions on perceptual categories. In 1976, Rosch and colleagues proposed a basic level advantage – i.e. we access basic level perceptual categories faster



References: Biederman, I., Mezzanotte, R. J., & Rabinowitz, J. C. (1982). Scene perception: Detecting and judging objects undergoing relational violations. Cognitive psychology, (14), 143-177. Boyce, S. J., Pollatsek, A., & Rayner, K. (1989). Effect of background information on object identification. Journal of experimental psychology: Human perception and performance, 15(3), 556-566. Large, M. -., Kiss, I., & McMullen, P. A. (2004). Electrophysiological correlates of object categorization: Back to basics. Cognitive brain research, (20), 415-426. Mace, M. J. -., Joubert, O. R., Nespoulous, J. -., & Fabre-Thorpe, M. (2009). The time-course of visual categorizations: You spot the animal faster than the bird. Plos one, 4(6), doi: 10.1371/journal.pone.0005927 Mack, M. L., & Palmeri, T. J. (2011). The timing of visual object categorization. Frontiers in psychology, 2, doi: 10.3389/fpsyg.2011.00165 Murphy, G. L., & Wisniewski, E. J. (1989). Categorizing objects in isolation and in scenes: What a superordinate is good for. Journal of experimental psychology: Learning, memory, and cognition, 15(4), 572-586. Poncet, M., Reddy, L., & Fabre-Thorpe, M. (2012). Presentation time does not affect the superordinate-level advantage in ultra-rapid categorization. Rosch, E., Mervis, C. B., Gray, W. D., Johnson, D. M., & Boyes-Braem, P. (1976). Basic objects in natural categories. Cognitive psychology, (8), 382-439.

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