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| Volume 4, Number 6, Article 2, Pages 427-433 |
doi:10.1167/4.6.2 |
http://journalofvision.org/4/6/2/ |
ISSN 1534-7362 |
Prior depth information can bias motion perception
Erich W. Graf |
Department of Psychology, University of Southampton,
Southampton, UK |
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Wendy J. Adams |
Department of Psychology, University of Southampton,
Southampton, UK |
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Martin Lages |
Department of Psychology, University of Glasgow,
Glasgow, Scotland |
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Abstract
Previous studies of the motion aperture problem have shown that the direction of grating motion can be biased by using binocular disparity to designate borders of the aperture as intrinsic (belonging to the grating) or extrinsic (resulting from occlusion of the grating). Observers report motion in the direction of the extrinsic border, as if the grating was extended and moving underneath an occluding surface. Here we investigate whether prior information about depth ordering, given by structure-from-motion, can bias the perceived motion direction of a subsequent moving grating in a similar manner. We presented an aperture stimulus that rotated about its vertical and horizontal axes, revealing the depth relationships (intrinsic and extrinsic) of the aperture borders. The grating then translated within the aperture and observers reported the direction of perceived motion. The test stimulus contained no information about the depth ordering of the scene. We found that observers’ reported motion shifted toward the direction of the occluding edges, consistent with the intrinsic-extrinsic border predictions. These results indicate that prior scene information, not just depth information explicitly defined in the test stimulus, is used to help solve the motion aperture problem.
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History
Received July 10, 2003; published May 19, 2004
Citation
Graf, E. W., Adams, W. J., & Lages, M. (2004). Prior depth information can bias motion perception.
Journal of Vision, 4(6):2, 427-433,
http://journalofvision.org/4/6/2/,
doi:10.1167/4.6.2.
Keywords
aperture problem, motion, depth ordering, feedback
for related articles by these authors
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The motion aperture problem refers to the observation
that the direction of a translating contour within an aperture is ambiguous; the
motion is consistent with an infinite number of motion directions (Wallach, 1935; Marr & Ullman, 1981; Adelson & Movshon, 1982). This is an intriguing problem for
investigation because motion detection units in early visual cortical areas are
often characterized as having relatively small receptive fields corresponding to
a limited region of visual space: an aperture on the world (Hubel & Wiesel,
1962). Because physiology indicates that the
aperture problem is a fundamental one to solve, the question of how the brain
resolves locally ambiguous motion information is of some importance. This
ambiguous motion can, in theory, be correctly interpreted by integrating motion
estimates from several local detectors. Many models of visual motion detection,
therefore, consist of two stages: one where local information is analyzed and a
second stage where local detectors are combined (Adelson & Movshon, 1982; Welch, 1989; Weiss, Simoncelli, & Adelson, 1998).
In this two-stage framework,
the "barber pole" display of Wallach ( 1935; translated by Wuerger, Shapley, &
Rubin, 1996) provides evidence that the shape
of the aperture could influence the perceived direction of motion. Specifically,
elongated apertures bias motion perception along the direction of the longest
side. These results have been explained as the propagation of motion signals
generated by the grating line terminators along the aperture border. These
border terminators provide unambiguous motion information and disambiguate the
local motion signals of the inner regions of the stimulus after integration
across local apertures. Shimojo, Silverman, and Nakayama ( 1989) described two possible ways of classifying
aperture borders in a real world situation, as either being intrinsic (belonging
to the grating) or extrinsic (resulting from occlusion). By adding stereoscopic
disparity information to the borders, Shimojo et al. were able to bias the
perception of motion in the barber pole stimulus. When disparity was added to
the border of the aperture so that the grating appeared in front of the aperture
and thus all borders were intrinsic, the barber pole effect followed the
aperture shape observations of Wallach ( 1935). When disparity was added to the border
of the aperture so that the grating appeared behind the aperture and thus all
the borders were extrinsic, the influence of the aperture shape was eliminated.
In this configuration, the grating can be interpreted as being completed at a
depth behind the occluder, following a process similar to amodal completion
(Kanizsa, 1979). These results imply that
real-world occlusion conditions can influence the perception of motion
direction.
Duncan, Albright, and Stoner ( 2000) carried out an additional test of the
intrinsic and extrinsic border classification, pitting intrinsic borders against
extrinsic borders in a stimulus configuration that they termed the
"barber-diamond" stimulus. In the barber-diamond stimulus, two borders are
oriented at 45° and two at –45° to the grating orientation.
Disparity was used to designate two alternate borders as intrinsic (behind the
grating) or extrinsic (in front). The bordering panels were composed of random
dot textures. With this stimulus it was found that motion perception was
consistently seen in the direction parallel to the intrinsic border, following
the intrinsic-extrinsic predictions. Electrophysiological recordings in monkey
area MT conformed with the human psychophysical data, finding cells that
responded maximally to depth-motion conditions consistent with the perceived
direction of surface motion under an
occluder.
Several studies have indicated that the results of
Shimojo et al. ( 1989) and Duncan et al. ( 2000) might be explained as a result of
half-occlusions, or unpaired monocular regions in the stimulus, introduced by
the local displacement of the interocular positions of contour terminators
(Anderson, 1999; Castet & Wuerger,
1997; Castet, Charton, & Dufour, 1999). Monocular occlusion cues in stimuli that
have no disparity have also been shown to influence the perception in an
aperture stimulus (Liden & Mingolla, 1998).
The present study seeks to further investigate the
effect of intrinsic and extrinsic border classification by using a different
method to provide depth information to the observer. We introduced monocular
structure-from-motion information to designate the aperture borders as being
intrinsic or extrinsic prior to grating motion. The use of prior
structure-from-motion information is interesting for a couple of reasons: it
eliminates both monocular and binocular cues to depth ordering during the test
phase of the stimulus, and it allows testing of the contribution of prior
information to a relatively simple motion stimulus. In a second experiment, we
tested the strength of this prior information using the barber pole stimulus. In
a third experiment, we explored the time course of the influence of the prior
information.
Six observers took part in all three experiments: the
three authors and three naïve observers. All subjects had normal or
corrected-to-normal
vision.
Computer-generated images were presented on a 21" Sony
Trinitron monitor. Observers viewed the stimuli monocularly, wearing an eye
patch over the left eye. Observers were positioned in a headrest apparatus,
situated 114 cm from the monitor. Each trial began with a button press by the
observer. A stationary stimulus (9° wide by 9° tall, depicted in Figure 1a) was presented for 250 ms. The stimulus
consisted of nine, equally sized panels, where the center panel contained a
square-wave grating oriented at 45° from vertical. After the button press,
the stimulus began to rotate about the vertical axis centered on the vertical
midline of the image. The relative motion of the grating and border regions
clearly determined the depth ordering within the stimulus. For nonzero depth
conditions, this rotation revealed six of the eight non-grating panels (e.g.,
three upper and three lower) to be in front of the grating and the other two
panels at the same depth as the grating. The depth between these front panels
and the grating was 1.5 cm. The grating and the two remaining panels were
revealed to be part of a continuous surface, partially occluded by the panels
presented in front. The stimulus rotated 22.5° in one direction, then back
through fronto-parallel to 22.5° in the other direction, and then back to
zero. The rotation was then repeated around a horizontal axis centered at the
horizontal midline of the image. At the end of the rotation, which lasted
approximately 3 s, the stimulus remained stationary for 100 ms.
Figure 1. Depiction of a trial. (a). The stimulus
rotated about the vertical axis, then the horizontal axis; following a 100-msec
static period, the inner grating translated rightward (b) for 100 ms. The
observer then used designated keys to move an arrow to indicate the perceived
direction of motion (c).
Experiment 1: The effect of prior scene information on motion perception
Five conditions were used in Experiment 1 ( Figure 2, right column). In the first two
conditions, the top and bottom borders of the stimulus were revealed by
structure-from-motion information to be in front of the grating, whereas the
left and right borders were at the same depth as the grating. In the first
condition (i), the grating was elongated under the near panels so that when the
stimulus rotated, the grating was revealed as having a rectangular outline
extending vertically under the near panels. In the second depth condition (ii),
the grating was revealed to have a square outline, so that as the stimulus
rotated, all four borders of the grating were visible. In a third condition
(iii), the structure-from-motion information specified zero depth for all of the
panels. The fourth (iv) and fifth (v) conditions were mirror identical to
conditions one and two, except that the left and right panels were presented in
front and thus the rectangular grating outline of condition (v) extended
horizontally rather than vertically. Each of the five conditions was presented
16 times to each observer in a single block of trials.
Figure 2.
Results of Experiment 1. Plotted in the histogram is the proportion of responses
for each response direction in each of the five conditions tested. The
conditions from top to bottom are top and bottom panels in front (elongated
grating), top and bottom panels in front (square grating), zero depth, left and
right panels in front (square grating), and left and right panels in front
(elongated grating). The reported values for each condition are the means of the
distribution.
Figure 2 shows the
results of the first experiment. Each panel depicts a different stimulus
condition. The data are averaged across the five observers, and plotted in a
histogram with each bar representing the responses for the indicated direction
as a proportion of responses to all directions. The mean value (μ) of the
distribution is shown on each graph, where 0° corresponds to rightward
motion and 90° corresponds to upward motion. It can be seen that the prior
designation of aperture borders significantly influenced subjects' subsequent
motion perception. In general, when the top and bottom panels were presented in
front, observers perceived the direction of motion to be more vertical than in
the zero depth condition. When the left and right panels were in front,
observers perceived the motion moving more often to the right. This influence is
consistent with the predicted effect of the intrinsic-extrinsic border
designations. This pattern was consistent across all six observers. The
individual subject data is presented in Table
1. Table 1. Results of the six individual
observers for Experiments 1-3. All values are in degrees (°) orientation,
where 0 is rightward motion and 90 is upward motion. For Experiment 2, only the
two extreme aspect ratio values are shown. For Experiment 3, only the shortest
and longest time delay values are shown. T-B = top and bottom panels in front,
L-R = left and right panels in front, ZD = zero depth condition, ex. = extended
grating condition, and sq. = square grating condition.
We conducted a two-way ANOVA to test whether the
observed effects were significant and to determine whether a significant
difference existed between the square grating and elongated grating conditions.
The analysis revealed a significant main effect of stimulus configuration
(top-bottom in front, zero depth, left-right in front)
[F(1,
10) = 18.50,
p =
.006], (p values adjusted for
heterogeneity, Huynh-Feldt). We tested all nonzero depth configurations against
the zero depth condition as well as testing the effect of grating shape. Three
of the four nonzero depth conditions were significantly different from the zero
depth condition, with the top-bottom in front, the square grating condition
being the exception
[F(1,5)
= 5.25, p
= .071]. The interaction of shape and
configuration was not significant
[F(2,10)
< 1.0], and we did not find significant contrast effects between the
square and elongated gratings within each depth configuration. This result
implies that the amodal continuation of the grating underneath the occluder was
not as important as the depth relationship revealed by the
structure-from-motion. If the amodal continuation had been important in
determining boundary ownership, then the reported motion direction in the
elongated grating condition should have been more upward in the top and bottom
panel arrangement and more rightward in the right and left panel
arrangement.
The main result of Experiment 1 is that prior
structure-from-motion information is sufficient to bias perception of a
subsequently presented stimulus. We have also shown that neither binocular
disparity nor the unpaired monocular regions of binocular stimuli are necessary
to influence perception of motion direction. Additionally, we have shown that
concurrent definition of boundary ownership in the test stimulus is not
necessary to change the perceived motion direction. But how important is the
prior depth ordering information? One way to test the influence of this prior
information is to see how it interacts with other monocular information to bias
perception. In Experiment 2, we used the same structure-from-motion stimulus as
in the previous experiment, combined with the barber pole effect.
Experiment 2: Intrinsic-extrinsic borders and the barber pole effect
The barber pole effect, as described previously, is a
compelling stimulus where the perception of motion is strongly influenced by the
shape of the aperture containing the motion. As the aspect ratio of the aperture
is changed from 1, motion perception becomes biased toward the orientation of
the longer side of the rectangle. In this experiment, we change the aspect ratio
(width/height) of the grating in the stimulus, while providing the same depth
ordering information of the boundaries and grating as in Experiment 1.
Of interest is the way in which the two factors
interact. The effect of aperture shape and prior depth ordering information may
simply combine linearly, such that we would observe a constant difference
between the depth conditions at all aspect ratios. It will then be possible to
see how much change in aspect ratio is required to null the effects of the prior
depth ordering information. However, the results of Shimojo et al. ( 1989) suggest that a different pattern of
results might be expected. In their experiment, when disparity was added to make
all boundaries of a grating extrinsic, the effect of aperture shape disappeared.
This suggests that in their experiment, boundaries that have been classified as
extrinsic had little or no effect on motion perception. If our prior depth
ordering information works in the same way as disparity in the above experiment,
we would expect that lengthening the extrinsic edges of our grating ( Figure 3, right column) would not influence perceived motion
direction.
Figure 3.
Results of Experiment 2. Plotted is the proportion of responses for each
response direction in each of the 18 conditions tested. Each column represents a
different depth condition, from left to right: top and bottom panels in front,
zero depth, and left and right panels in front. Each row represents a different
aspect ratio of the grating. The reported values for each condition are the
means of the distribution.
Three depth conditions were used in Experiment 2: (1)
left and right panels in front, (2) zero depth, and (3) top and bottom panels in
front. For each depth condition, six different aspect ratios were used: 1.0,
0.89, 0.79, 0.71, 0.65, and 0.6. Aspect ratios less than 1 correspond to a
grating that is taller than it is wide. The grating extended underneath the
occluding boundary, so that two boundaries were intrinsic and two were
extrinsic. Five trials of each of the 18 conditions were run per observer.
The averaged results for Experiment 2 are shown in Figure 3 and are presented as response proportions as in Experiment 1. The middle column represents the zero depth condition. Here the classic aperture shape observations of Wallach ( 1935) are replicated. Lower rows represent vertically elongated grating conditions, and it is apparent that the effect of decreasing aspect ratio in our stimulus is to bias perceived motion direction toward the vertical (90°). The left column represents the condition where the top and bottom panels were presented in front; the right column represents the condition where the left and right panels were presented in front. Comparing the data across the columns, the shift in observers’ responses shows the effect of the prior depth information. For
our observers, changing the prior depth information has approximately the same
magnitude of effect at all aspect ratios. An interesting case is shown in the
bottom right panel, where the aspect ratio is 0.6. In this panel, the mean value
of 45.3 deg indicates that the effects of the aspect ratio and the depth
ordering effectively nulled each other. Individual observer data are provided in
Table 1.
In a two-way ANOVA we tested whether the observed
differences between depth configurations were significant and whether a
significant difference existed between aspect ratio conditions. There was a
significant main effect of configuration
[F(2,
10) = 18.95, p
= 0.006] and of aspect ratio
[F(1, 5) =
14.53, p = 0.012]. There was no
significant interaction
[F(10,50)
= 1.19, p
= .345] (p values adjusted for heterogeneity,
Huynh-Feldt).
Changing the aspect ratio of the boundary did bias the
perceived motion direction in all three depth conditions. In other words, the
assignment of boundaries as extrinsic did not eliminate their influence on
motion perception. Shimojo et al. ( 1989) found
that extrinsic boundaries eliminated the effect of aperture shape. However, in
our study, increasing the length of an extrinsic boundary did result in motion
being perceived more toward the direction parallel to that boundary. Our results
suggest that prior depth ordering information may not work in an “all or
none” fashion. Previous aperture motion studies where boundaries have been
designated with disparity (Rubin & Hochstein, 1993) or monocular cues (Liden & Mingolla,
1998) have suggested that extrinsic boundaries
work on a continuum, where terminators can be classified as more or less
extrinsic. Similarly, we suggest that the prior information reduces rather than
eliminates the motion information provided by terminators at extrinsic
boundaries.
Experiment 3: Time scale of the influence of prior information
In this experiment, we investigated the temporal extent
of the effect of prior information. Of interest is whether the effect of the
prior depth information can continue to influence motion perception several
seconds after its presentation. To determine this, we varied the time between
the stimulus rotation and the grating translation.
Three different depth stimuli were used in Experiment
3: (1) top - bottom panels in front, elongated grating, (2) zero depth, and (3)
right - left panels in front, elongated grating. The procedure was similar to
the first two experiments, with the following change: After the rotation of the
stimulus, the display was static for a delay period, after which the grating
translated for 100 ms. Four time delays were used: 0.1, 0.5, 2.0, and 4.0 s.
Each delay was presented 8 times to each subject in one trial block in random
order.
The results of Experiment 3 are shown in Figure 4, where it can be seen by comparing the
mean values of the three conditions for the last temporal delay condition (4 s)
that a difference still exists between the three depth conditions. This data
indicate that prior information has a lasting effect on motion perception. The
individual subject data are presented in Table
1.
Figure 4. Plotted is the proportion of responses
for each response direction in each of the five conditions tested in Experiment
3. Each column represents a different depth condition, from left to right: top
and bottom panels in front, zero depth, and left and right panels in front. Each
row represents a different time delay between stimulus rotation and grating
translation. The reported values for each condition are the means of the
distribution.
A two-way ANOVA showed a significant effect of depth
configuration
[F(2,
10) = 7.46,
p =
.013], but not of temporal delay
[F(3,
15) = 2.23,
p =
.175]. However, the interaction between configuration and temporal delay
was significant
[F(6,
30) = 4.58,
p =
.036] (p values adjusted for
heterogeneity, Huynh-Feldt). The fact that the 0.1-s delay condition was not
significantly different from the 4-s delay condition indicates that the effect
of the prior information was still present at delays up to 4
s.
We have shown that depth information made explicit
before stimulus presentation but not contained in the test stimulus can
influence the perception of a motion stimulus. We have shown that this
information is robust, having an influence when shown before the presentation of
a barber pole stimulus, as well as lasting through a 4-s delay period. Next we
comment on additional details found in the data.
Non-stereo information and influence on motion
As discussed earlier, stereo depth information has been
shown to influence motion perception (i.e., Shimojo et al., 1989). A portion of the influence of stereo
information results from the presence of binocularly unpaired regions in the
image (Anderson, 1999; Castet &
Wuerger, 1997; Castet, Charton, & Dufour,
1999).
Both motion and stereo rely on multiple views of a
scene: two monocular views for stereo and two successive temporal images for
motion. It has been suggested that a motion analogue of the unpaired stereopsis
case exists, which can also influence motion perception (Anderson & Julesz,
1995; Anderson & Sinha, 1997). Temporally unpaired segments of motion
aperture stimuli from successive frames lead to the accretion and deletion of
contour segments, which can influence perception. Although any biasing effect of
the accretion and deletion of stimulus elements does not exist in our test
stimulus, the possibility does arise in the prior rotation phase of the
stimulus. For example, during one of the directions of rotation (around a
horizontal axis for the display where the top and bottom panels were near), the
panels that are presented in front obscure part of the grating while revealing
another previously unseen part of the grating. Could this be sufficient to
influence perception? We conducted a control condition where we presented one
rotation per trial (either about the horizontal or vertical axis) for one depth
condition (top and bottom panels in front). Thus, while both rotations revealed
the depth ordering in the stimulus, only one rotation led to accretion and
deletion of contour elements. The results for three observers (not depicted)
showed no difference between the two rotation conditions, indicating that the
prior information was primarily responsible for our effects.
Another
possible influence on motion perception in our stimulus is nonvisual cognitive
functioning. To test this, we ran a control study where we replaced the
structure-from-motion phase of the stimulus with instruction to the observer to
“imagine” the depth ordering of the stimulus while they viewed a
zero-depth stimulus [as in Figure 1a (i)]. The
grating then translated and observers responded with their perceived direction
of motion. Three observers showed no effect of depth ordering information,
indicating the importance of the structure-from-motion information in the main
experiment.
History-dependent motion effects
The data from Experiment 3 show that the depth ordering
information presented before aperture motion is retained at some level for
several seconds to influence perception. History-dependent motion effects have
been previously noted with motion stimuli. Joseph and Nakayama ( 1999) showed that prior experience before
occlusion could affect the amodal continuation of a surface behind an occluder,
and, therefore, the direction of motion perception in an apparent motion task.
They reported that after a delay of 2 s, four of their six subjects showed an
effect of the prior information. While their study relied on amodal continuation
of objects behind an occluder, in our experiment this was not a necessity. In
fact, as reported in Experiment 1, we saw no statistically significant
difference between the two different grating shape conditions, one where the
subject had information that might be used to amodally continue the grating
under the occluder and another where all four grating boundaries were clearly
presented. Instead of showing amodal continuation over time, our study shows the
effect of depth ordering information over time on motion perception.
The possible involvement of feedback from higher visual areas
Our time course data from Experiment 3 indicate that
our results are unlikely to be explained by traditional feed-forward neural
architecture. It would need to be assumed that cells corresponding to regions
with extrinsic terminators modify their output for up to 4 s before the onset of
stimulus motion. Perhaps it is more plausible to explain our results as a
consequence of feedback mechanisms where lower motion processing areas are
influenced by the output of higher visual areas relating to occlusion
relationships and scene configuration. Previous work investigating amodal
completion shows that this might be reasonable, as several studies (Alais, van
der Smagt, van den Berg, & van de Grind, 1998; Duncan et al., 2000; Lorenceau & Alais 2001; Shimojo et al., 1989) have shown that amodal completion can
influence depth-motion interactions. As described by van der Smagt and Stoner
( 2002), amodal representation may introduce
additional motion signals that could influence perception when combined with
motion signals from the visible areas of the surface. We imagine the prior
information from our stimulus as working in a similar manner by introducing
motion signals at extrinsic boundaries due to the combination of the unambiguous
prior depth information and the ambiguous information contained in the test
stimulus. The additional unambiguous information is considered to be the result
of feedback from scene and object segmentation and recognition areas in cortical
regions higher in the processing stream than area MT. The feedback
conceptualization is consistent with the current wealth of literature indicating
the role of feedback mechanisms in visual processing (e.g., Lee, Mumford,
Romero, & Lamme, 1998).
This research was funded by NSF-IRFP (EWG), the
Wellcome Trust (WJA), and EPSRC, UK (ML). Part of the work was presented at
ECVP–Glasgow in August
2002. Commercial relationships:
none.
Corresponding author: Erich W Graf.
Email: erich@psy.gla.ac.uk.
Address: Department of Psychology, University
of Southampton, Southampton, UK.
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