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Learning to Recognize Patterns: Changes in the Visual Field with Familiarity
Authors:James M Bebko  Keiji Uchikawa  Shinya Saida  Mitsuo Ikeda
Institution:(1) Department of Information Processing, Tokyo Institute of Technology Graduate School, 4259, Nagatsuta, Midori-ku, Yokohama 226, Japan
Abstract:Two studies were conducted to investigate changes which take place in the visual information processing of novel stimuli as they become familiar. Japanese writing characters (Hiragana and Kanji) which were unfamiliar to two native English speaking subjects were presented using a moving window technique to restrict their visual fields. Study time for visual recognition was recorded across repeated sessions, and with varying visual field restrictions. The critical visual field was defined as the size of the visual field beyond which further increases did not improve the speed of recognition performance. In the first study, when the Hiragana patterns were novel, subjects needed to see about half of the entire pattern simultaneously to maintain optimal performance. However, the critical visual field size decreased as familiarity with the patterns increased. These results were replicated in the second study with more complex Kanji characters. In addition, the critical field size decreased as pattern complexity decreased. We propose a three component model of pattern perception. In the first stage a representation of the stimulus must be constructed by the subject, and restricting of the visual field interferes dramatically with this component when stimuli are unfamiliar. With increased familiarity, subjects become able to reconstruct a previous representation from very small, unique segments of the pattern, analogous to the informativeness areas hypothesized by Loftus and Mackworth J. Exp. Psychol., 4 (1978) 565].Inquiries or requests for reprints may be directed to any of the authors. Authors’ current addresses are: James M. Bebko, Department of Psychology, York University, 4700 Keele Street, North York, Ontario, Canada M3J 1P3; Keiji Uchikawa, Imaging Science and Engineering Laboratory, Tokyo Institute of Technology, 4259 Nagatsuta, Midori-ku, Yokohama 226 Japan; Shinya Saida, Biosignaling Department, National Institute of Bioscience and Human-Technology, 1-1 Higashi, Tsukuba, Ibaraki 305 Japan; Mitsuo Ikeda, Department of Architecture, Kyoto University, Sakyo-ku, Kyoto 606 Japan.This research was conducted while the first author was supported by a Government of Japan Monbusho Research Fellowship at Tokyo Institute of Technology.
Keywords:learning  familiarity  visual field  pattern recognition  eye movement
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