Book a Demo!
CoCalc Logo Icon
StoreFeaturesDocsShareSupportNewsAboutPoliciesSign UpSign In
Download
29547 views
1
2
3
4
5
6
Throughout his career, Bela Julesz created new scientific disciplines by remarkable
7
combinations of seemingly disparate approaches. The selection of his major discipline,
8
which would eventually be called visual neuroscience, may have been serendipity or
9
choice.
10
When the unexpected Soviet invasion of Hungary in 1956 spurred his emigration to the
11
United States, Bela Julesz, with his Hungarian doctorate in engineering, joined the
12
numerous mathematical luminaries working at AT&T Bell Laboratories, such as John Tukey,
13
Harry Nyquist, Claude Shannon, and John Kelly. One of the projects underway at the time was
14
the creation of long random-number binary sequences that did not repeat. Bela told the
15
story that he was assigned the problem of testing these number generators; he decided to
16
use the best pattern recognizer that he knew of—the human visual system. The random bits of
17
zeros and ones drawn from the random number sequences were plotted as sequential rows in an
18
image. Any repeats, any correlations across space, would be instantly seen by the human
19
visual system as patterns in the random dots. What caused Bela to choose this unusual
20
approach to looking for patterns, combining computers and vision? His doctoral thesis
21
research in network theory and television signals clearly influenced him, but it was
22
quintessential Bela to give himself a hand up into a new field by building on his base of
23
knowledge, moving in a new and unexpected direction using mathematical and psychological
24
insight. He termed this talent “scientific bilingualism” (Julesz 1994).
25
This success in exploiting the visual system, and the intellectual freedom intrinsic to
26
the design of Bell Labs, provided Bela with the opportunity to use these new random dot
27
patterns to explore the visual system. Most of us know well that we can use the small
28
differences in the images in each eye to see depth. Sir Charles Wheatstone showed in 1838
29
that if two different perspective images were observed through a stereoscope so that each
30
eye observed only one view, a startlingly realistic three-dimensional image occurred.
31
Oliver Wendell Holmes, stereoscope enthusiast, wrote of the experience that “the shutting
32
out of surrounding objects, and the concentration of the whole attention, which is a
33
consequence of this, produce a dreamlike exaltation…in which we seem to leave the body
34
behind us and sail away into one strange scene after another, like disembodied spirits”
35
(Holmes 1861).
36
The basis of this three-dimensional perception was hotly debated between Wheatstone and
37
fellow physicist Sir David Brewster. (Though it may seem odd for physicists to concern
38
themselves with the physiology of optics, this was felt to be a natural extension of the
39
study of the physics of optics.) Brewster opined that perspective was the source of the
40
apprehension of an object's shape. Wheatstone insisted that the images in the each eye had
41
identifiable landmarks that were combined to assign depth to the landmarks. Bela read much
42
of the literature of that time, and he must have seen two greats as wrestling without
43
either finding the overwhelming hold to pin down the other. More than one hundred twenty
44
years after Brewster and Wheatstone, Bela realized that his random dot patterns could be
45
used to probe this question. What Bela did was create a pair of identical random dot
46
patterns. When viewed binocularly through a stereoscope (i.e., fused), they would be seen
47
as a single surface. Then Bela took a central region from the right random dot pattern and
48
displaced it minutely to the right. Now when the two patterns were fused, the central
49
square was not seen double, but after a moment or two, eerily moved into depth, behind the
50
surrounding region. In 1960, Bela's experiment with what eventually became known as Julesz
51
random dot stereograms unambiguously demonstrated that stereoscopic depth could be computed
52
in the absence of any identifiable objects, in the absence of any perspective, in the
53
absence of any cues available to either eye alone. It was a perfect combination of
54
psychological and mathematical insight and technology that solved this puzzle. (It is an
55
interesting aside that Bela sent his first report to the
56
Journal of the Optical Society of America , where it was rejected; the
57
Bell Labs Technical Journal holds the now classic paper [Julesz 1960].
58
The
59
Journal of the Optical Society of America published Bela's second paper
60
[Julesz 1963].) The stereoscope had existed 125 years.
61
Bela proposed in his book
62
Foundations of Cyclopean Perception (1971) that early in the vision
63
process the two images from the two eyes were combined to form a single view, imbued with
64
inherent depth information. The perceptual “cyclops within us” was proposed to analyze the
65
visual world first, before the motion, color, and contrast systems began their perceptual
66
operations. Bela's book is full of powerful visual experiments that make this point
67
irrefragably; from his psychophysical analysis, binocular vision forces unexpected
68
constraints on the rest of vision,
69
Q.E.D. Foundations of Cyclopean Perception is still considered one of the
70
classics of modern psychophysics and continues to have profound relevance to both those
71
entering the field and established investigators—over thirty years after its publication.
72
At the time of his death, Bela had begun working on a second edition.
73
His success in determining the sequence of visual processing using random dot
74
stereograms led Bela to propose that the anatomical hierarchy of the visual system could be
75
understood in part through visual psychophysics—he termed this approach “psychoanatomy.”
76
His ingenious use of the stereogram established a new approach in the field of vision
77
research and presaged the now common use of carefully controlled computational techniques
78
in brain science. By this time Bela's reputation was established, and in 1983, he received
79
a prestigious MacArthur Fellowship—the “genius award.” He used the funds for travel,
80
including an annual peregrination to the California Institute of Technology, where I first
81
met Bela in 1985.
82
His seminars and lecture courses were enthusiastically received and endorsed by
83
countless students, post-doctoral trainees, and faculty, as evidenced both by his
84
formidable reputation and through the numerous citations of his work. His approach to
85
presenting his research was modest and gently self-deprecating. He always encouraged young
86
scientists; his joy and passion in their science were transmitted both through his warm
87
persona and his suggestions of directions for future study. His insights guided my
88
development of random dot kinematograms (i.e., movies) to examine how motion could be used
89
to construct three-dimensional form (Siegel and Andersen 1988). He collaborated with Derek
90
Fender, David Van Essen, and John Allman at the California Institute of Technology on the
91
combination of the computer, the psychophysical approach, and the physiological
92
experiment.
93
Bela was a fount of ideas, each building on the prior's advance. His later passions were
94
explorations of texture and attention, notably with Jonathan Victor and Dov Sagi. Bela's
95
appealing hypothesis that textons (putative elements of textures) are represented at a
96
cellular level is now questionable (Julesz et al. 1978). Bela was groping for an
97
overarching computational theory for the representation of random geometry, but none was to
98
be had. Nonetheless, the texton elements served useful duty in the demonstration that there
99
were two stages to early vision—an effortless phase preceding attention and a guided
100
identification phase (Sagi and Julesz 1985). Many contemporary laboratories examining
101
vision, studying either perception or the activity of neurons, now incorporate designed,
102
complicated, yet highly controlled stimuli that have evolved (knowingly or not) from Bela's
103
original forays in the 1960s and 1970s. His continuing impact was recognized by his
104
election to the National Academy of Science in 1987.
105
In 1989, Bela retired from Bell Labs (by then he was a department head) and joined the
106
Department of Psychology at Rutgers University to establish the Laboratory of Vision
107
Research. Bela continued investigating mechanisms of form, texture, and stereopsis; his
108
presence led to numerous studies into the implications of his original findings as well as
109
new investigations into computational vision. His collaborations greatly aided the
110
establishment of neuroscience at Rutgers. Bela wrote
111
Dialogues on Perception (1995), a wide-ranging intellectual effort, in
112
which he uses classic dialectics to question both his own successes and those of his chosen
113
field. In the book one reads of two competing intellects, a Bela who believes in his
114
contributions to science and another Bela who is constantly belittling and judging his
115
contributions.
116
Throughout his career Bela Julesz was able to add language after language to his
117
research imperative, becoming a true scientific polyglot. Although his arrival in the
118
United States was propelled by political events beyond his control, his intellectual
119
directions followed a chosen path “less traveled by, and that has made all the difference.”
120
In 1956, an engineer set out from Hungary. By 2003, his unique combination of mathematical
121
precision combined with deep biological insight had carried him to elegant solutions for
122
seemingly intractable problems in visual neuroscience. Bela was always in dialogue, often
123
with others, and often with himself. In the process, he would gently drive each of us, and
124
himself, forward to our final destination of understanding the brain. Bela Julesz died on
125
December 31, 2003, forty-seven years to the day after starting at Bell Laboratories.
126
127
128
129
130