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Translation Invariance in Object Recognition, and Its Relation to Other Visual Transformations

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dc.creator Dill, Marcus
dc.creator Edelman, Shimon
dc.date 2004-10-20T21:03:58Z
dc.date 2004-10-20T21:03:58Z
dc.date 1997-06-01
dc.date.accessioned 2013-10-09T02:48:39Z
dc.date.available 2013-10-09T02:48:39Z
dc.date.issued 2013-10-09
dc.identifier AIM-1610
dc.identifier CBCL-150
dc.identifier http://hdl.handle.net/1721.1/7244
dc.identifier.uri http://koha.mediu.edu.my:8181/xmlui/handle/1721
dc.description Human object recognition is generally considered to tolerate changes of the stimulus position in the visual field. A number of recent studies, however, have cast doubt on the completeness of translation invariance. In a new series of experiments we tried to investigate whether positional specificity of short-term memory is a general property of visual perception. We tested same/different discrimination of computer graphics models that were displayed at the same or at different locations of the visual field, and found complete translation invariance, regardless of the similarity of the animals and irrespective of direction and size of the displacement (Exp. 1 and 2). Decisions were strongly biased towards same decisions if stimuli appeared at a constant location, while after translation subjects displayed a tendency towards different decisions. Even if the spatial order of animal limbs was randomized ("scrambled animals"), no deteriorating effect of shifts in the field of view could be detected (Exp. 3). However, if the influence of single features was reduced (Exp. 4 and 5) small but significant effects of translation could be obtained. Under conditions that do not reveal an influence of translation, rotation in depth strongly interferes with recognition (Exp. 6). Changes of stimulus size did not reduce performance (Exp. 7). Tolerance to these object transformations seems to rely on different brain mechanisms, with translation and scale invariance being achieved in principle, while rotation invariance is not.
dc.format 1974851 bytes
dc.format 466161 bytes
dc.format application/postscript
dc.format application/pdf
dc.language en_US
dc.relation AIM-1610
dc.relation CBCL-150
dc.title Translation Invariance in Object Recognition, and Its Relation to Other Visual Transformations


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