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Page 1: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Color vision and adaptation

1

Page 2: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Central questions about color vision and adaptation:

1. What are the basic facts and laws of color vision?

2. What are the major theories of color vision?

3. How is color processed in the retina and the LGN?

4. How is color processed in the cortex?

5. What is the nature of color blindness?

6. How is adaptation achieved in the visual system?

7. What are afterimages?

2

Page 3: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Color vision

3

Page 4: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Basic facts and rules of color vision

1. There are three qualities of color: hue, brightness, saturation

2. There is a clear distinction between the physical and psychologicalattributes of color: wavelength vs. color, luminance vs. brightness.

3. Peak sensitivity of human photoreceptors:S = 420nm, M = 530nm, L = 560nm, Rods = 500nm

4. Grassman's laws:1. Every color has a complimentary which when mixed properly yields gray.2. Mixture of non-complimentary colors yields intermediates.

5. Abney's law:The luminance of a mixture of differently colored lights is equal to thesum of the luminances of the components.

4

Page 5: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Newton's prism experiment(1672 at age 29)

red

yellowgreenblue

orange

indigoviolet

red

5

Page 6: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

red

orang

yello

green

blue

indigo

violet

AC circuits

Broadcastband

Radar

Infrared rays

Ultraviolet rays

X rays

Gamma rays

Wavelength in meters

Wavelength in Nanometers

The visible spectrum

108

106

104

102

10-2

10-4

10-6

10-8

10-10

10-12

10-14

700

600

500

400

1 e

w

Image by MIT OpenCourseWare. 6

Page 7: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Image removed due to copyright restrictions.

7

Please see lecture video or the C.I.E. chromaticity diagram from 1931.

Page 8: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

hue

Saturation

Y

B

RG

Hue

The color circle

Image by MIT OpenCourseWare.

8

Page 9: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

The color circle

Image removed due to copyright restrictions.

9

Please see lecture video or Figure 3 of Derrington, Andrew M., John Krauskopf,

et al. "Chromatic Mechanisms in Lateral Geniculate Nucleus of Macaque." TheJournal of Physiology 357, no. 1 (1984): 241-65.

Page 10: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Major theories of color vision

10

Page 11: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Young-Helmholtz theory

There are three types of broadly tuned color receptors. The colorexperienced is a product of their relative degree of activation.Problems: Fails to explain Grassman's laws.

Hering's theory

Theory of color opponency based on the observation that red and green as well as blue and yellow are mutually exclusive. The nervous system probably treats red/green and blue/yellow as antagonisticpairs, with the third pair being black and white.

Earlier Leonardo da Vinci: "Of different colors equally perfect, that will appear mostexcellent which is seen near its direct contrary...blue near yellow, green near red:because each color is seen, when opposed to its contrary, than to any other similar to it.

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Page 12: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Basic physiology of color processing

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Page 13: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Image removed due to copyright restrictions.

Labeled blue cones

contain calcium-bindingprotein calbindin-D28k

13

Please see lecture video or Figure 1 of De Monasterio, F. M., E. P. McCrane, et al."Density Profile of Blue-sensitive Cones Along the Horizontal Meridian of Macaque

Retina." Investigative Ophthalmology & Visual Science 26, no. 3 (1985): 289-302.

Page 14: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Image removed due to copyright restrictions.

14

Please refer to lecture video.

Page 15: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Since only one out of eight cones is blue, the spatial resolution of the blue cones is lower

15

Page 16: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

The absorbtion spectra of photorecptors

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Page 17: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

The absorbtion spectra of photorecptors

Image removed due to copyright restrictions.

Microspectrophotometry

How much light of various wavelengths is absorbedby single cones and rods

17

Please see lecture video or Figure 2 of Dartnall, H. J. A., J. K. Bowmaker,et al. "Human Visual Pigments: Microspectrophotometric Results from theEyes of Seven Persons." Proceedings of the Royal Society of London. Series

B. Biological Sciences 220, no 1218 (1983): 115-30.

Page 18: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

MIDGET SYSTEM PARASOL SYSTEM

ON OFF ON OFF

Neuronal response profile

time

or

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Page 19: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Green ON and OFF ganglion cells

Red ON and OFF ganglion cells

cones

Midget and blue/yellow systems

OFF OFF bipolars

H

A

ON

OFFON

OFF ONOFF OFF

IPL, OFFIPL, ON

ON OFF ONON

Blue/yellow ganglion cell

BLUEYELLOW

Yellow/blue ganglion cell

YELLOW BLUEON OFF

19

Page 20: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Color selectivity in the LGN

20

Page 21: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

30 400

45

90

135

180

225 315

270

50 40 60 800

45

90

135

180

225 315

270

Spikes per Second

Response to Different Wavelength Compositions in LGNBlue ON cell Yellow ON cell

20 1006010 20

200

45

90

135

180

225 315

270

10 20 30 400

45

90

135

180

225 315

270maintained discharge rate

10

Green OFF cell Red ON cell

5030 40

21

Page 22: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Major classes of midget cells in primate retina

Red ONRed OFFGreen ONGreen OFFBlue ONYellow ON

22

Page 23: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

The effects of lesions on color vision

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Page 24: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Coronal section of monkey LGN

24

Image removed due to copyright restrictions.

Please refer to lecture video or Figure 4a of Schiller, Peter H., and Edward J.Tehovnik. "Visual Prosthesis." Perception 37, no. 10 (2008): 1529.

Page 25: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Image by MIT OpenCourseWare.25

Page 26: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Color discrimination

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Page 27: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

100

90

80

70

60

50

40

30

20

10

0NORMAL PLGN NORMAL MLGNV4

Perc

ent C

orre

ct

Seneca, V4, PLGN and MLGN lesions

Color Discrimination

Image by MIT OpenCourseWare.

27

Page 28: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Low saturation Higher saturation

Color discrimination with varied color saturation

28

Page 29: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Color saturation discrimination

Image removed due to copyright restrictions.

29

Please refer to lecture video or Schiller, Peter H. "The Effects of V4 and MiddleT emporal (MT) Area Lesions on Visual Performance in the Rhesus Monkey."Visual Neuroscience 10, no. 4 (1993): 717-46.

Page 30: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Perception at isoluminance

30

Page 31: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

DEPTH FORMTEXTURE MOTION

DEPTH FORMTEXTURE MOTION

At isoluminance vision is compromised

DEPTH FORMTEXTURE MOTION

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Page 32: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Texture, Motion and Stereo

Image removed due to copyright restrictions.

32

Please refer to lecture video or Figure 3, 4 of Schiller, Peter H., Nikos K.Logothetis, et al. "Parallel Pathways in the Visual System: Their Role inPerception at Isoluminance." Neuropsychologia 29, no. 6 (1991): 443-41.

Page 33: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Neuronal responses at isoluminance

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Page 34: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

MAGNO CELLS

400

200

200

200

200

200

400

400

400

400

R/G

4.2

2.7

1.7

1.1

0.7

Num

ber o

f Spi

kes

Image by MIT OpenCourseWare. 34

The response of a group of magnocellular LGN cells to color exchange

Page 35: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Isoluminant color grating

35

Page 36: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Luminance grating

36

Page 37: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Chrominance

Luminance

Percent color contrast

Percent luminance contrast

Spik

es p

er se

cond

Spik

es p

er se

cond

40

20

0

40

20

0

0

0 0 0 0

0 0 01600

1600 1600 1600 1600

1600 1600 1600 ms

ms

2

2

4

4

8

8

16

16

Image by MIT OpenCourseWare. 37

Responses of an MT cell to luminance and chrominance differences

Page 38: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

0 1450

50

25

00 1450 0 1450

50

25

00 1450 0 1450 0 1450 0 1450

0 1450

2 4 8 16

2 4 8 16

Chrominance

Percent color contrast

Percent luminance contrast

Luminance

Spik

es p

er se

cond

Spik

es p

er se

cond

ms

ms

Image by MIT OpenCourseWare.

38

Responses of an MT cell to luminance and chrominance differences

Page 39: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Color blindness and tests for it

39

Page 40: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Color blindness

1. Incidence: males: 8/100 in whites, 5/100 in asians, 3/100 in africans females: frequency 10 times less

2. Types: protanopes: lack L cones deuteranopes: lack M cones tritanopes: lack S cones

3. Color tests: Ishihara plates Farnsworth-Munsell Hue Test Dynamic computer test (City University Dynamic Color Vision Test)

40

Page 41: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Ishihara plate #2. Do you see an 8 or a 3?

Image is in public domain. 41

Page 42: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Image removed due to copyright restrictions.

42

Please refer to lecture video or adapted from Figure 1 from Barbur, J. L., A. J. Harlow, et al.

"Insights into the Different Exploits of Colour in the Visual Cortex." Proceedings of the Royal

Society of London. Series B: Biological Sciences 258, no. 1353 (1994): 327-34.

Page 43: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

43

Page 44: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

44

Page 45: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Farnsworth - Munsell color test

Arrange in hue order

Four rows of 20 each

farnsworth munsell color test online45

Page 46: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Adaptation

46

Page 47: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Basic facts about adaptation

1. Range of illumination is 10 log units. But reflected light yields only a 20 fold change (expressed as percent contrast).

2. The amount of light the pupil admits into the eye varies over a range of 16 to 1. Therefore the pupil makes only a limited contribution to adaptation.

3. Most of light adaptation takes place in the photoreceptors.

4. Any increase in the rate at which quanta are delivered to the eye results in a proportional decrease in the number of pigment molecules available to absorb those quanta .

5. Retinal ganglion cells are sensitive to local contrast differences, not absolute levels of illumination.

47

Page 48: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

IPL

amacrine

AII

OPL

rods

ON OFF ONbipolars

ON OFFganglion cells

to CNS

Hcone horizontal

receptors

pigment epithelium

incoming light

photo-

cones

receptors

pigment epithelium

photo-

conesrods

ON OFFganglion cells

H

48

Page 49: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

IPL

OPL

ON OFF bipolars

ON OFFganglion cells

to CNS

Hcone horizontal

receptors

pigment epithelium

incoming light

photo-

cones

pigment epithelium

Effective connections under light adapted conditions

ON OFF

incoming light49

Page 50: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

IPL

OPL

receptorsphoto-

pigment epithelium

AII

ON

rods

amacrine

ON OFF

to CNS

ON OFF

Effective connections under dark adapted conditions

incoming light50

Page 51: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

400

300

200

100

0-5 -4 -3 -2 -1 0

Dis

char

ge ra

te (s

pike

s/se

c) 0-1-2-3-4-5backgroundlog cd/m2

Test flash (log cd/m2)

Image by MIT OpenCourseWare.

51

Response of a retinal ganglion cell at various background adaptation levels

Page 52: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

The after-effects of adaptation

stabilized images afterimages

52

Page 53: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40
Page 54: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

PERCEPTION AND SYSTEM RESPONSE BEFORE AND AFTER ADAPTATION

Image removed due to copyright restrictions.

54

Please refer to lecture video or Schiller, Peter H., and Robert P. Dolan. "VisualAftereffects and the Consequences of Visual System Lesions on their Perceptionin the Rhesus Monkey." Visual Neuroscience 11 no. 4 (1994): 643-65.

Page 55: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

hue

Saturation

Y

B

RG

Hue

Image by MIT OpenCourseWare.

55

Page 56: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40
Page 57: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

off axis

57

Page 58: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

saturation

hue

58

Page 59: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Photograph removed due to copyright restrictions.

59

Please refer to lecture video or see John Sadowski's big Spanish castle illusion.

Page 60: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Image removed due to copyright restrictions.

60

Please refer to lecture video or see John Sadowski's big Spanish castle illusion.

Page 61: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

Summary:1. There are three qualities of color: hue, brightness, and saturation.

2. The basic rules of color vision are explained by the color circle.

3. The three cone photoreceptors are broadly tuned.

4. Color-opponent midget RGCs form two cardinal axes, red/green and blue/yellow.

5. The midget system is essential for color discrimination.

6. The parasol cells can perceive stimuli made visible by chromiance but cannot ascertain color attributes.

7. Color is processed in many cortical areas; lesion to any single extrastriate structure fails to eliminate the processing of chrominance information.

8. Perception at isoluminance is compromised for all categories of vision.

9. The most significant aspects of luminance adaptation occur in the photoreceptors.

10. Afterimages are a product of photoreceptor adaptation and their subsequent response to incoming light. 61

Page 62: Vision Lecture 6 Notes: Color vision and adaptation · Central questions about color vision and adaptation: ... Dynamic computer test (City University Dynamic Color Vision Test) 40

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