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Perceptual Coherence : Hearing and Seeing

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The Transition Between Noise <strong>and</strong> Structure 189<br />

Figure 4.15. The perception of visual repetition is very difficult. It is possible to<br />

see the fourfold repetition in (A) by identifying unique configurations in each quadrant.<br />

Vertical (B), horizontal (C), <strong>and</strong> vertical <strong>and</strong> horizontal (D) symmetry are perceived<br />

effortlessly.<br />

for symmetry detection will depend on the number of different values that<br />

must be individually tested.<br />

Consider a way to determine the axis of symmetry. To simplify, assume<br />

that the axis of symmetry is vertical. Suppose there are six columns composed<br />

of dots of differing brightness (ABCCBA) so that the symmetry axis<br />

lies between columns 3 <strong>and</strong> 4. Then, for every pair of columns, correlate<br />

the brightness levels across rows. For r<strong>and</strong>om dot patterns, each column<br />

will be perfectly correlated to only one other column: 3-4, 2-5, <strong>and</strong> 1-6. All<br />

the other correlations should be low or zero because the arrays are generated<br />

r<strong>and</strong>omly. Notice how this process resembles discovering repetition<br />

symmetry. Again, suppose there are six columns (ABCABC) so that the<br />

repetition axis lies between columns 3 <strong>and</strong> 4. Then, for every pair of<br />

columns, correlate the brightness levels across rows. In this case, the correlated<br />

columns would be 1-4, 2-5, <strong>and</strong> 3-6.<br />

The important point here is that statistical structure in the stimulus does<br />

not necessarily mean that it can be picked up by the perceptual system. The

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