Perception, 1989, volume 18, pages 231-235
Making Mayhew and Frisby effortlessly discriminable
Peter Thompson, David Travis IF
Department of Psychology, University of York, Heslington, York Y01 5DD, UK
Received 19 April 1988, in revised form 6 February 1989
Abstract. Mayhew and Frisby (1978) demonstrated that patterns which differ markedly in their
spatial-frequency content may be very hard to discriminate. This they took as evidence against
any model which proposes that the processes underlying texture discrimination have direct
access to some local piecewise Fourier analysis of the patterns performed by spatial-frequency
channels. It is shown that Mayhew and Frisby's patterns can be discriminated easily if their
components have been incorporated into a pattern-contingent colour aftereffect. This demonstration suggests that the location in the visual pathway for contingent aftereffect adaptation
must lie before the construction of the raw primal sketch, to which, according to Marr, we have
conscious access. This location must also allow the orientation specificity seen in the aftereffect.
This points to a locus in the striate cortex.
1 Introduction
Although the processes behind texture discrimination by the human visual system
remain obscure, there can be little doubt that the earliest parts of the visual pathway
comprise spatial-frequency-tuned channels. It has been proposed that these channels
may allow the local piecewise Fourier analysis of the visual scene and that higher visual
processes may have direct conscious access to the outputs of these channels. This
appears to be a widely held belief in some quarters. For example, Campbell (1980,
page 7) writes of three pictures of a tank filtered to pass low, medium, and high spatial
frequencies only:
"An enemy soldier would be most interested in the low-frequency components, and having
established that a tank is approaching him, will turn his attention to survival in the undergrowth. The tank troop commander, however, will be most interested in the intermediate
frequency components, which reveal the tank type and number, while the sergeant of the
maintenance wing will examine the high-frequency components for signs of damage to the
trackwork."
Campbell's position, that we have direct conscious access to the outputs of spatialfrequency channels, is far from unique; statements of the same tenor, if usually less
blatantly stated, are ubiquitous throughout the literature. For example, consider this
passage from Blakemore and Nachmias (1971, page 173):
"One obvious function for such neurones [orientation-selective units] is that they actually
encode the orientations of parts of retinal images and thus contribute directly to form
perception."
This general position was attacked most strongly by Marr (1982), who emphatically
rejected the notion that we have conscious access to processes prior to the level of the
raw primal sketch; specifically he rejected the idea that there is conscious access to the
zero-crossing information from which the raw primal sketch is constructed. H e cited
Harmon's pixelated picture of Abraham Lincoln (Harmon and Julesz 1973) as evidence
for his position; the zero-crossings in the lower spatial channels which represent
Lincoln's face are adequately accounted for by the zero-crossings which occur in the
f Present address: Human Factors Division, British Telecom Research Laboratories, Martlesham
Heath, Ipswich IP5 7RE, UK.
232
P Thompson, D Travis
higher frequency channels. Hence the sharp-edged blocks are perceived but the lowfrequency face remains hidden. If the higher frequency information is removed by our
blurring the picture or by screwing up our eyes, then the low-frequency information
may be dissociated from the zero-crossing information contained within the highfrequency channels, and Lincoln's face emerges.
Compelling evidence for Marr's view came from Mayhew and Frisby's (1978) elegant
study on the discrimination of simple textures. In these experiments, subjects were
presented with a texture discrimination task. Each stimulus had three identical
quadrants and one of a different texture. The subject's task was to identify the odd
quadrant. The textures used were made up of one, two, or three sine-wave gratings.
When the discrimination required was between textures comprising single gratings
presented with a 30° difference in orientation between the gratings in three quadrants
of the pattern and the grating in the fourth quadrant, discrimination was 'effortless'; the
odd quadrant was identified within 1 - 2 s (see figure la). However, a texture comprising three sinusoids at angles of (say) 15°, 75°, and 130° could not be effortlessly
discriminated from an identical pattern rotated through 30°, ie with components at
45°, 105°, and 165° (see figure lb). Such a discrimination took Mayhew and Frisby's
subjects nearly 7 s.
Mayhew and Frisby's interpretation of these findings was that any model which
proposed some local piecewise Fourier analysis of the textures by the visual system
would predict that the discrimination of the three-component textures would be trivial
because these patterns consist of widely separated pure sinusoids. However, a model
which proposed that the mechanisms of texture perception have access only to Marr's
primal sketch and not to the more peripheral spatial-frequency channels, would
correctly predict that effortless discrimination would not occur with the three-component pattern. Thus, although the different quadrants have very different Fourier spectra,
these differences are largely lost in the primal sketch, where 'assertions' about the
presence of 'blobs' of various sizes and contrast are held.
If Mayhew and Frisby's interpretation of their findings is correct, then texture
discrimination may be used as a tool to determine the locus within the visual pathway of
(a)
(b)
Figure 1. Examples of the stimuli used in the experiment. Subjects have to select the quadrant
that is different to the other three, (a) An effortless discrimination task. The patterns are single
sinusoidal gratings, differing in orientation by 30° in one quadrant (top right), (b) A more
difficult discrimination task, with a three-component stimulus. Three of the quadrants comprise
gratings at 15°, 75° and 135°, the odd quadrant (bottom-right) has components oriented at 45°,
105°, and 165°.
Effortless texture discrimination
233
various phenomena. Consider the McCollough effect, in which adaptation to alternating
red vertical and green horizontal gratings leads to a subsequently seen black and white
vertical grating appearing tinged with green and a horizontal grating tinged with pink.
Some features of this effect suggest a peripheral locus, for example its orientation
tuning (Fidell 1970) and its dependence on the wavelength rather than the colour of the
adaptation patterns (Thompson and Latchford 1986). Other aspects, particularly the
astonishing duration of the aftereffect (eg Jones and Holding 1975), suggest a more
central locus.
Fidell (1970) demonstrated that the colour aftereffect could be made contingent
upon gratings whose orientations differed by less than 90°; indeed adaptation to red
vertical gratings alternating with green gratings oriented 22° from vertical produced a
full-strength orientation-contingent colour aftereffect. In Mayhew and Frisby's threecomponent texture discrimination each component of one pattern differed by 30° from
the nearest orientation present in the other pattern. Therefore it should be possible to
adapt to the components of one pattern against a red background and to adapt to the
components of the other pattern against a green background with the result that one
pattern will appear tinged pink and the other tinged green after adaptation. This colour
difference could then provide the basis for the effortless discrimination of the patterns.
2 Method and procedure
Sixteen undergraduates naive as to the aims of the experiment acted as subjects.
They were randomly assigned to two groups of eight. All the texture discrimination
stimuli were copied from Mayhew and Frisby's original stimuli. These were displayed in
a tachistoscope and latencies for the discrimination of the odd quadrant were measured
by a Camden Instruments timer/counter 565. In the preadaptation test, all subjects
were shown sixteen stimuli with the instruction to identify, as rapidly as possible, the
odd quadrant in each figure. Four of these stimuli involved the three-component
discrimination shown in figure lb. The remaining twelve stimuli required the discrimination of simpler one- and two-component sine-wave patterns with one quadrant
rotated by 30° from the other three. All the sinusoidal components within all stimuli
were of spatial frequency 2.2 cycles deg - 1 . These simpler discriminations served to
familiarise the subjects with the discrimination task without undue practice with the
three-component patterns. The location of the four three-component cards within the
sequence was randomised, but the first three presentations were constrained to be
examples of the one- and two-component discriminations. Latencies were obtained for
all presentations but only the latencies to the three-component stimuli were analysed.
The adaptation stimuli were back-projected slides of high-contrast sine-wave
gratings of 2.2 cycles deg - 1 . The black and white slides were projected through either a
red (Wratten no 26) or a green (Wratten no 55) filter. Half of the experimental group
saw the following sequence of slides:
red 15°-green 45°-red 75°-green 105°-red 135°-green 165°.
Each slide was presented for 3 s, with 1 s of darkness between each presentation. The
whole sequence was continued for 30 min. The other half of the experimental group
saw the same sequence of slides but with the red and green filters reversed. The control
group was exposed to 30 min adaptation to red and green homogeneous fields, alternating at the same frequency as in the experimental group adaptation. For half of the
control group the first homogeneous field was red, for the rest it was green.
All subjects returned to the tachistoscope for the second texture discrimination task
2 min after the adaptation period ended. Subjects were first shown a black and white
discrimination card requiring the simple discrimination of a single sinusoidal grating at
45° from a sinusoidal grating at 15°. All the experimental subjects performed the task
234
P Thompson, D Travis
effortlessly and reported that the gratings appeared tinged with colour, appropriate for
an orientation-contingent colour aftereffect. All the control subjects also made the
discrimination effortlessly but there were no consistent colour reports. This test
confirmed that the adaptation procedure had produced a robust McCollough effect in
the experimental group. All subjects were now shown four three-component discrimination slides (figure lb) in random order. In each slide one quadrant was different.
Discrimination times were recorded for all subjects.
3 Results
The results are shown in figure 2. Only the times to discriminate the three-component
textures were of importance to the experiment. Before adaptation the mean discrimination times for the four exemplars of this stimulus type were 4.30 and 4.02 s for the
exper mental and control groups respectively. After adaptation the mean discrimination
times for the same stimuli were 1.22 and 3.55 s for the experimental and control groups
respectively. A split-plot analysis of variance (Kirk 1968) was performed on the data.
This revealed that there was no significant main effect of group (F1>14 = 2.40,
p > 0.05), but there was a significant main effect of test condition (F1 14 = 28.12,
p < 0.01). The interaction was also significant (FU14 = 11.57, p < 0.01). The nature of
this interaction was investigated further by a test of simple main effects. This revealed
that there was no difference between experimental and control groups in the pretest
(F < 1) but there was a difference in the groups after adaptation (Fx 14 = 8.11,
p < 0.02).
D control
^ experimental
4A
'
""""""
2 H
Preadaptation
Postadaptation
Figure 2. Mean discrimination times for three-component textures for control and experimental
groups, before and after adaptation, (n = 8 in each group.)
4 Discussion
These experimental findings bear directly upon the question of the site of adaptation in
the McCollough effect. Presumably adaptation must occur at a stage in the pathway
before the information explicitly available in the spatial channels has been lost in the
computation of the raw primal sketch. Marr's descriptions of the raw primal sketch
suggest that it is computed directly from the output of the spatial-frequency channels
which appear to have their physiological existence in the neurons of the striate cortex.
Given that this is the earliest point in the human visual system at which orientation
selectivity is found, it would then appear that the locus of the McCollough effect can be
tied down to this point in the visual pathway. This agrees with other reports
(eg Thompson and Latchford 1986) which suggest a relatively peripheral locus for
McCollough adaptation.
If we accept Marr's position on the availability of the activity of spatial channels to
conscious processing, or rather the lack of it, we can point to the probable locus of the
McCollough effect adaptation. However, the results themselves do not provide any
Effortless texture discrimination
235
evidence on whether Marr's position is correct. Our experiment may be of little help,
also, in determining how colour information is combined with information in the raw
primal sketch. In Marr's own work there are few clues to the role he envisaged for
colour. In the course of the 'Socratic dialogue' at the end of his book (Marr 1982,
page 352) the Marrian antagonist enquires:
"You mean if a raw primal sketch process finds an edge, and a color process finds its color,
the relation between the two is implicitly available? I don't quite follow."
Marr's protagonist replies in a fashion which suggests that colour processes are
separate from the descriptors of the raw primal sketch. These are tied together, "though
only implicitly", at the 2i-D sketch level, and do not become fully tied together until the
construction of the 3-D sketch.
Finally, the present findings do open the way for one intriguing experiment,
suggested to us by 0 J Braddick. If we were to adapt to the high-spatial-frequency
content of Julesz and Harmon's pixelated Abraham Lincoln viewed in red light and the
low-spatial-frequency content in green light, would we then be able to discriminate
effortlessly a pinkish face of Lincoln peering out from behind a greenish graticule?
Acknowledgements. We are most grateful to Professors J Mayhew and J Frisby for supplying us
with their original stimulus material. We also thank Dr G Hall for his encouragement. These
data were first presented at Barlowfest 1987, Cambridge. This research was supported by MRC
Grant 8415651 to the first author.
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