Creative Computing II

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Creative Computing II Christophe Rhodes c.rhodes@gold.ac.uk Autumn 2010, Wednesdays: 10:00 12:00: RHB307 & 14:00 16:00: WB316 Winter 2011, TBC

Ambiguity Image Walter Ehrenstein (1899 1961) Zeitschrift für Psychologie 117, 339 412 (Fig. 3, p. 369) http://socrates.berkeley.edu/~kihlstrm/jastrowduck.htm

Light and Vision Human Eyes: Rods and Cones Rods: present over all the retina (except near fovea); sensitive to motion; highly sensitive to light: can detect a single photon; except light wavelengths above 640nm (reddish). slow response time (c. 100ms); no pigments (no colour vision).

Light and Vision Human Eyes: Rods and Cones Cones: concentrated near fovea; high intensity required for stimulation; rapid response time; three different pigments: peak sensitivities around 570nm, 540nm and 430nm; different sensitivity curves; ability to distinguish colours, by different rates or intensities of firing.

The Eye Other eyes, flowers and evolution Bees: cannot see red; can see ultraviolet. Why white flowers?

The Eye Other eyes, flowers and evolution Bees: cannot see red; can see ultraviolet. Why white flowers? Why red flowers? They might absorb ultraviolet, and so look cyan to bees.

The Eye Other eyes, flowers and evolution Bees: cannot see red; can see ultraviolet. Why white flowers? Why red flowers? They might absorb ultraviolet, and so look cyan to bees. Not pollinated by bees! Instead, pollinated by hummingbirds, wind or other insect.

The Eye Other eyes, flowers and evolution Bees: cannot see red; can see ultraviolet. Why white flowers? Why red flowers? They might absorb ultraviolet, and so look cyan to bees. Not pollinated by bees! Instead, pollinated by hummingbirds, wind or other insect. Octopods and squid: very similar eyes to humans; no blind spot (retina the right way round).

Trichromatic Colour Perception normalized absorbance 1 0.5 0 S M L 400 500 600 wavelength / nm Data from Bowmaker, J. K. and H. J. Dartnall, Visual pigments of rods and cones in a human retina, The Journal of Physiology (1980)

Trichromatic Colour Perception Explains three-colour matching.

Trichromatic Colour Perception Explains three-colour matching. Problem with colour-blindness...

Opponent Colour Perception Explains: colour-blindness; psychological primary colours. Compatible with: trichromatic colour perception.

Grassmann s Laws Hermann Günther Grassmann (1809 1877) Wikimedia commons (user Dstender) Public Domain Mathematician (Vector spaces, Grassmann algebras) Linguist (another Grassman s Law, about aspirated consonants) Physicist (Crystallography, mechanics, electromagnetism)

Grassmann s Laws Many different forms. One version: additivity: adding the same light to each of two equal lights produces two equal lights: x = y x + z = y + z.

Grassmann s Laws Many different forms. One version: additivity: adding the same light to each of two equal lights produces two equal lights: x = y x + z = y + z. proportionality: altering the luminances of two equal lights by the same factor produces two equal lights: x = y αx = αy.

Grassmann s Laws Many different forms. One version: additivity: adding the same light to each of two equal lights produces two equal lights: x = y x + z = y + z. proportionality: altering the luminances of two equal lights by the same factor produces two equal lights: x = y αx = αy. transitivity: equal lights can replace each other in all contexts: (x = y) (y = z) x = z.

Grassmann s Laws Many different forms. One version: additivity: adding the same light to each of two equal lights produces two equal lights: x = y x + z = y + z. proportionality: altering the luminances of two equal lights by the same factor produces two equal lights: x = y αx = αy. transitivity: equal lights can replace each other in all contexts: (x = y) (y = z) x = z. all of which together imply linearity.

Grassmann s Laws Many different forms. One version: additivity: adding the same light to each of two equal lights produces two equal lights: x = y x + z = y + z. proportionality: altering the luminances of two equal lights by the same factor produces two equal lights: x = y αx = αy. transitivity: equal lights can replace each other in all contexts: (x = y) (y = z) x = z. all of which together imply linearity. These are empirical laws derived from experiment, not mathematical laws derived from axioms. break down in low light (when rods become important)

Colour Mixture by Addition Grassmann s Laws imply that we can choose particular coloured lights (any colours) to act as primaries express any colour as weighted linear sum of primaries: C = xx + yy + zz

Colour Mixture by Addition Grassmann s Laws imply that we can choose particular coloured lights (any colours) to act as primaries express any colour as weighted linear sum of primaries: C = xx + yy + zz mixture of colours as linear additive mixture of primaries: C = xx + yy + zz; C = x X + y Y + z Z

Colour Mixture by Addition Grassmann s Laws imply that we can choose particular coloured lights (any colours) to act as primaries express any colour as weighted linear sum of primaries: C = xx + yy + zz mixture of colours as linear additive mixture of primaries: C = xx + yy + zz; C = x X + y Y + z Z C + C = (x + x )X + (y + y )Y + (z + z )Z Notes: Basis of digital colour production; Only applies to lights; in general, you can need negative weights.

Pattern-Induced Flicker Colours Don t let the preceding material fool you into thinking that we understand colour vision! Charles E. Benham (1860 1929)

Colour Blindness Many forms of colour blindness: monochromacy or achromatopsia. Two forms: rod monochromacy (no cone cells) cone monochromacy (only one kind of cone pigment)

Colour Blindness Many forms of colour blindness: monochromacy or achromatopsia. Two forms: rod monochromacy (no cone cells) cone monochromacy (only one kind of cone pigment) dichromacy: protanopia (no L cones); deuteranopia (no M cones); tritanopia (no S cones).

Colour Blindness Many forms of colour blindness: monochromacy or achromatopsia. Two forms: rod monochromacy (no cone cells) cone monochromacy (only one kind of cone pigment) dichromacy: protanopia (no L cones); deuteranopia (no M cones); tritanopia (no S cones). anomalous trichromacy: protanomaly (mutated L pigment); deuteranomaly (mutated M pigment); tritanomaly (mutated S pigment).

Colour Blindness: Prevalence protanopia and deuteranopia: sex-linked; also related anomalies.

Colour Blindness: Prevalence protanopia and deuteranopia: sex-linked; also related anomalies. genes for red and green pigments on the X chromosome (but not the Y) 5% prevalence of deuteranomaly in males; 1% prevalence of protanomaly in males; 1% prevalence of deuteranopia in males; < 1% prevalence of colour blindness in females.

Colour Blindness: Prevalence protanopia and deuteranopia: sex-linked; also related anomalies. genes for red and green pigments on the X chromosome (but not the Y) 5% prevalence of deuteranomaly in males; 1% prevalence of protanomaly in males; 1% prevalence of deuteranopia in males; < 1% prevalence of colour blindness in females. gene for blue pigment on chromosome 7 low (but equal) prevalence of tritanomaly / tritanopia in males and females.

Colour Blindness: Baseline Vision

Colour Blindness: Deuteranomaly

Colour Blindness: Deuteranopy

Colour Blindness: Protanomaly

Colour Blindness: Protanopy

Colour Blindness: Tritanomaly

Colour Blindness: Tritanopy

Colour Blindness: Partial monochromacy

Colour Blindness: Monochromacy

Other Colour Vision Disorders cerebral achromatopsia inability to perceive colour; results from damage to V4 cortical region. colour anomia inability to name colours; again from damage to visual cortex

Cognitive interference and the Stroop effect Many layers to perception. Cognitive effects can come into play. J. Ridley Stroop (1897 1973): psychologist; professor of biblical studies Interference in task reaction time: Reading Coloured Names; Naming Coloured Words. [ Experiment: Stroop Effect Sketch ]