1. Color and Graphics Displays Jian Huang CS594

2. Physics It’s all electromagnetic (EM) radiation –Different colors correspond to radiation of different wavelengths –Intensity of each wavelength specified by amplitude Frequency = 2 pi/wavelength We perceive EM radiation with in the 400- 700 nm range, the tiny piece of spectrum between infra-red and ultraviolet

3. Visible Light

4. Color and Wavelength Most light we see is not just a single wavelength, but a combination of many wavelengths like below. This profile is often referred to as a spectrum, or spectral power distribution.

5. 3-Component Color The de facto representation of color on screen display is RGB. (additive color) Some printers use CMY(K), (subtractive color) Why? –The color spectrum can be represented by 3 basis functions?

6. The Eye

7. Color is Human Sensation Cone and rod receptors in the retina Rod receptor is mostly for luminance perception 3 different types of cone receptors in the fovea of retina, responsible for color representation. Each type is sensitive to different wavelengths

8. Cone Receptors There are three types of cones, referred to as S, M, and L. They are roughly equivalent to blue, green, and red sensors, respectively. Their peak sensitivities are located at approximately 430nm, 560nm, and 610nm for the "average" observer.

9. Limitation of Knowledge We don’t know the precise light sensitivity on each person’s retina.

10. So, what is the standard color? The basis of comparison is not math!! The basis of comparison is human color matching experiments 100% mathematically correct light object interaction need to be evaluated at more than 3 points in the spectrum

11. Main Color Spaces CIE XYZ, xyY RGB, CMYK HSV (Munsell, HSL, IHS) Lab, UVW, YUV, YCrCb, Luv,

12. Differences in Color Spaces What is the use? For display, editing, computation, compression, …? Several key (very often conflicting) features may be sought after: –Additive (RGB) or subtractive (CMYK) –Separation of luminance and chromaticity –Equal distance between colors are equally perceivable

13. CIE Standard CIE: International Commission on Illumination (Comission Internationale de l’Eclairage). Human perception based standard (1931), established with color matching experiment Standard observer: a composite of a group of 15 to 20 people

14. CIE Experiment

15. CIE Experiment Result Three pure light source: R = 700 nm, G = 546 nm, B = 436 nm.

16. CIE Color Space 3 hypothetical light sources, X, Y, and Z, which yield positive matching curves Y: roughly corresponds to luminous efficiency characteristic of human eye

17. CIE Color Space

18. CIE xyY Space Irregular 3D volume shape is difficult to understand Chromaticity diagram (the same color of the varying intensity, Y, should all end up at the same point)

19. Color Gamut The range of color representation of a display device

20. RGB (monitors) The de facto standard

21. The RGB Cube RGB color space is perceptually non-linear RGB space is a subset of the colors human can perceive Con: what is ‘bloody red’ in RGB?

22. CMY(K): printing Cyan, Magenta, Yellow (Black) – CMY(K) A subtractive color model dye colorabsorbsreflects cyan redblue and green magentagreenblue and red yellowbluered and green blackallnone

23. RGB and CMY Converting between RGB and CMY

24. RGB and CMY

25. HSV This color model is based on polar coordinates, not Cartesian coordinates. HSV is a non-linearly transformed (skewed) version of RGB cube –Hue: quantity that distinguishes color family, say red from yellow, green from blue –Saturation (Chroma): color intensity (strong to weak). Intensity of distinctive hue, or degree of color sensation from that of white or grey –Value (luminance): light color or dark color

26. HSV Hexcone Intuitive interface to color

27. Lab: photoshop Photoshop uses this model to get more control over color It’s named CIE Lab model (refined from the original CIE model Liminance: L Chrominance: a – ranges from green to red and b ranges from blue to yellow

28. Luv and UVW A color model for which, a unit change in luminance and chrominance are uniformly perceptible U = 13 W* (u - u o ); V = 13 W* (v - v o ); W = 25 ( 100 Y ) 1/3 - 17 where Y, u and v can be calculated from : X = O.607 Rn + 0.174 Gn + 0.200Bn Y = 0.299 Rn + 0.587 Gn + 0.114Bn Z = 0.066 Gn + 1.116 Bn x = X / ( X + Y + Z ) y = Y / ( X + Y + Z ) z = Z / ( X + Y + Z ) u = 4x / ( -2x + 12y + 3 ) v = 6y / ( -2x + 12y + 3 ) Luv is derived from UVW and Lab, with all components guaranteed to be positive

29. Yuv and YCrCb: digital video Initially, for PAL analog video, it is now also used in CCIR 601 standard for digital video Y (luminance) is the CIE Y primary. Y = 0.299R + 0.587G + 0.114B Chrominance is defined as the difference between a color and a reference white at the same luminance. It can be represented by U and V -- the color differences. U = B – Y; V = R - Y YCrCb is a scaled and shifted version of YUV and used in JPEG and MPEG (all components are positive) Cb = (B - Y) / 1.772 + 0.5; Cr = (R - Y) / 1.402 + 0.5

30. Examples (RGB, HSV, Luv)

31. Color Matching on Monitors Use CIE XYZ space as the standard Use a simple linear conversion Color matching on printer is more difficult, approximation is needed (CMYK)

32. Gamut Mapping Negative RGB: add white (maintains hue, de-saturate) >1 RGB, scale down (in what space?) Not a trivial question (sometimes known as tone mapping)

33. Tone mapping Real scene: large range of luminance (from 10 -6 to 10 6 cd/m 2 ) Limitation of the display 1-100 cd/m 2 cd : candela, unit for measuring intensity of flux of light

34. Gamma Correction The phosphor dots are not a linear system (voltage vs. intensity)

35. Gamma correction Without gamma correction, how will (0,255,127) look like? Normally gamma is within 1.7 and 2.8 Who is responsible for Gamma correction? SGI does it for you PC/Mac etc, you should do it yourself

36. No gamma correction

37. Gamma corrected to 1.7

38. Residual Gamma or System Gamma Systems such as SGI monitor has a gamma of 2.4, but they only gamma correct for 1.7. The residue gamma is 2.4/1.7 = 1.4, why? Depends on how you see it? Bright screen, dark room causes changes in your eye transfer function too. What about web pages? Which screen do you intend for?

39. CRT Display Cathode Ray Tubes (CRTs) Most common display device Evacuated glass bottle Electrons attracted to focusing anode cylinder Vertical and Horizontal deflection plates Beam strikes phosphor coating on front of tube

40. Vector Display Oscilloscopes were some of the 1st computer displays, used by both analog and digital computers Computation results used to drive the vertical and horizontal axis (x,y), intensity could also be controlled (z) Used mostly for line drawings, called vector, calligraphic display Display list had to be constantly updated

41. Raster Display TV boom made it cheap Entire screen painted 30 times/ sec Screen is traversed 60 times/ sec Even/ Odd lines on alternate scans, ‘interlace’.

42. Color CRT Requires precision geometry Patterned phosphors on CRT face Aligned metal shadow mask Three electron guns Less bright than monochrome CRTs

43. Pro/Con for Raster CRT Display Advantages –Allows solids to be displayed –Leverages low- cost CRT H/W –Whole Screen is constantly updated Disadvantages Requires screen- sized memory array (frame buffer) Discrete spatial sampling (pixels) Moire patterns: when shadow- mask and dot- pitch frequencies mismatch Convergence (varying angles of approach distance of e-beam across CRT face) Limit on practical size (< 40 inches) Spurious X- ray radiation Occupies a large volume

44. LCD Displays Liquid Crystal Display Organic molecules that remain in crystalline structure without external force, but re-aligns themselves like liquid under external force So LCDs realigns themselves to EM field and changes their own polarizations

45. Passive LCD LCD slowly transit between states. In scanned displays, with a large number of pixels, the percentage of the time that LCDs are excited is very small. Crystals spend most of their time in intermediate states, being neither "On" or "Off". These displays are not very sharp and are prone to ghosting.

46. Active Matrix LCD E field is retained by a capacitor so that the crystal remains in a constant state. Transistor switches are used to transfer charge into the capacitors during scanning. The capacitors can hold the charge for significantly longer than the refresh period Crisp display with no shadows. More expensive to produce.

47. Plasma Display Basically fluorescent tubes High- voltage discharge excites gas mixture (He, Xe), upon relaxation UV light is emitted, UV light excites phosphors Large view angle Large format display Less efficient than CRT, more power Large pixels: 1mm (0.2 mm for CRT) Phosphors depletion

48. Raster Displays Display synchronized with CRT sweep Special memory for screen update Pixels are the discrete elements displayed Generally, updates are visible

49. Double Buffer Adds a second frame buffer Swaps during vertical blanking Updates are invisible Costly

50. Memory Rasterizer Maintains a copy of the screen (or some part of it) in memory Relies on a fast copy Updates are nearly invisible

51. True Color and Indexed Color FB

52. High Color FB Popular PC/( SVGA) standard (popular with Gamers) Each pixel can be one of 2^ 15 colors Can exhibit worse quantization (banding) effects than indexed- color