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Medical Forum / General / Vision / April 2005

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Dynamic range of the human eye

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Joerg Sczepek - 11 Apr 2005 00:17 GMT
Hi ng,

I read a lot of articles and postings regarding the dynamic range (or
lightness range) the human eye can deal with, but I´m not quite sure
if I got things right. So maybe someone can help me answer some
questions regarding this.

Does scientific data prove that the eye can generally handle intensity
levels on the order of 10 raised to the power of 4 in scotopic vision
and 10 raised to the power of 6 in photopic vison ? And, as I´m
interested in photography, what would those values mean on the
logarithmic scale of f/stops ?

As far as I understood things the visual system doesn´t operate over
such a wide dynamic range simultaneosly, but accomplishes the task by
changing it´s overall sensitivity (brightness adaptation). So is my
imagination right that, when the eye roams through an ordinary seeing
situation, it constantly brings it´s adaptation level in line with the
average brightness of the scene that dominates the field of view ? And
:  How large is the resulting dynamic range for any of those levels ?
- I think this value must be defined by the light absorption
characteristics of the Rhodopsin in the rods and cones.

In short : What the visual system does then, is sampling together a
patchwork of single images, produced through the ever moving eye, of
which each is made with the producing machinery adjusted to the
specialized sensitivity.
otisbrown@pa.net - 11 Apr 2005 02:38 GMT
Dear Joerg,
The primate eye is truly a marvel of engineering.

I think that the aperture accounts for intensity
control of about 100.

Retinal adaptation takes care of the rest.

You have made more a statement -- rather than
asking a question.

Best,

Otis
Joerg Sczepek - 11 Apr 2005 10:15 GMT
> Dear Joerg,
> The primate eye is truly a marvel of engineering.
[quoted text clipped - 9 lines]
> Best,
> Otis

Well, yes it´s a statement with two minor questions and the major one
if the general picture is correct.
About the intensity levels : I dont´t knwo myself to what units they
refer but they are the only values I found when reading through a
bunch of websites.
retinula@hotmail.com - 11 Apr 2005 03:21 GMT
> Does scientific data prove that the eye can generally handle intensity
> levels on the order of 10 raised to the power of 4 in scotopic vision
> and 10 raised to the power of 6 in photopic vison

what units of intensity are your referring to?  lumens?  foot-candles?
light adaption makes the eye functional over about 10 orders of
magnitude of light intensity

> As far as I understood things the visual system doesn´t operate over
> such a wide dynamic range simultaneosly, but accomplishes the task by
> changing it´s overall sensitivity (brightness adaptation). So is my
> imagination right that, when the eye roams through an ordinary seeing
> situation, it constantly brings it´s adaptation level in line with the
> average brightness of the scene that dominates the field of view ?

basically, yes

> - I think this value must be defined by the light absorption
> characteristics of the Rhodopsin in the rods and cones.

well, not entirely.  adaption occurs at many other levels within the
photoreceptor cell, as well as the brain.

Please see the following references for further reading on this topic:
http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=retrieve&db=pubmed&list_uids4
48166&dopt«stract

http://www.jgp.org/cgi/content/full/116/6/791
g.gatti@agora.it - 13 Apr 2005 14:23 GMT
> what units of intensity are your referring to?  lumens?  foot-candles?
> light adaption makes the eye functional over about 10 orders of
> magnitude of light intensity

Do you think that imperfect eyesight corrected by eyeglasses has the
same magnitude of light intensity?

I'm very much interested in your answer.
Scott Seidman - 11 Apr 2005 13:49 GMT
> - I think this value must be defined by the light absorption
> characteristics of the Rhodopsin in the rods and cones.

Actually, to some extent, but its much more related to the connection
architecture used in the eye.  Because of the "lateral inhibition" that
takes place at the retina, the dynamic range of vision is many times
greater than one would expect from the behavior of any photoreceptor in
isolation.  Usually, people think of lateral inhibition in retina as the
mechanism by which contrast is enhanced at the retinal level, and it does
this exquisitely, but it also has great manifestation upon the dynamic
range.

There are many modeling and physiology studies about how the eye moves to
sample a scene and how the brain takes this information and processes it,
but I don't think any such researchers have asserted any relationship to
dynamic range.

Scott
Joerg Sczepek - 13 Apr 2005 00:41 GMT
> > - I think this value must be defined by the light absorption
> > characteristics of the Rhodopsin in the rods and cones.
[quoted text clipped - 14 lines]
>
> Scott

Dear Scott,

Lateral inhibition as a way to expand the dynamic range - that´s
interesting !
I read something about multiplicative lateral inhibition (shunting
inhibition). In this model a proportion of the output signals of each
cell and it´s neighbors is subtracted from the signal in each channel.
As I do not understand how that could expand the dynamic range and you
seem to be quite knowledgeable about the stuff could you please
explain the concept a little further ?

Thanks !
Jörg
Scott Seidman - 13 Apr 2005 13:52 GMT
>> > - I think this value must be defined by the light absorption
>> > characteristics of the Rhodopsin in the rods and cones.
[quoted text clipped - 28 lines]
> Thanks !
> J?rg

It's a little something that Terry Sejnowski taught me in a class almost 20
years ago.

If every cell on retina is inhibited by its neighbors, then each cell will
fire (well, photoreceptors don't have action potentials, but the idea is
the same) at some rate based on the log of its own illumination, minus the
inhibitory effects from its neighbors.  Keep in mind that if the neighbors
are illuminated at the same level, their base rate is the same as that of
the original cell.  (BTW, this does seem similar to your "multiplicative
lateral inhibition, but I haven't seen it termed like that before.  A quick
search for "lateral inhibition retina"  should yield you some gold with
respect to the basic neural substrate physiology)

If you think about this, if the inhibition is anything less than zero,  
then the receptor must be firing slower (still making believe that
photoreceptors fire, and are excited, rather than hyperpolarized, by
illumination, but it makes no difference for this derivation) than it would
for the same level of illumination shining on that receptor alone, if that
receptor were isolated from the net, and it would take a brighter light to
make it fire the same rate while in the network.  Wallah-- increased
dynamic range.  The more neurons connected together in this way, the
greater the effect.  This way, we can have exquisitely sensitive
photoreceptors, while still maintaining a useful dynamic range.  This still
isn't wide enough, though, which is why we still have two systems-- rods
and cones -- of different levels of sensitivity that work best under very
different levels of illumination.  

Note that this same network, through disinhibition, has the effect of
highlighting sudden changes in contrast--a form of edge detection, right at
early levels of retina.  

The latter is how most people think of the functionality of lateral
inhibition in retina, but the dynamic range issue is just as important.

That same year, DA Robinson showed us that exactly the same network, taking
advantage of membrane time constants, serves as a very stable neural
integrator in the brainstem (this was work by his student, Steve Cannon).  
I don't know if anyone has shown that the network works this way in retina
or not, but if the response to a light pulse were perpetuated, I wouldn't
be surprised.

Thus, lateral inhibition brings us
1- improved dynamic range
2- spatial differentiation (i.e., edge detection)
3- neural integration

It's my favorite morphology, and I try to get that across to my students.

Scott
 
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