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色彩調和的探討及其在產品設計上的應用(I)

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(1). 

(2)      !" #$%&' ()*+ !"  #$,-./ 0 CIELAB 12.3  4 ∆   56  !789: ./;< =2>, ?@./ABCD  2EFGHIJ /KLMNOP%OQ,RSTNO./%UVWXYZ[\ ] : ^+/_`abc"[\: Rdef,NOgh i/   2EFjklIJ, ?'./

(3)  

(4)  

(5)  NOm%UVWXYZST/K_ `abc"n: (\/o>[\bp^+/Rde(" f, . !" #$

(6)  %&' ()*+& ,-, ./01234 56789:8;<=>?@ABCD. E=F GHIJ

(7) KLMHNOPQRSRS. !" DEG. HIJTU V W!XYZ[5=>?@AGH \] )^ (_/EGH`a?#!XYZ qr/ABmsNOghtu.vZ ./w3;< x0y / 7z:  f{|,}~3;<  ((\/off[\€/ 7z:  f{|,w;< .F@‚ƒc„ /7‚ƒc"z : „ f†‡|6w3;< ˆ0„ /7z: „ f†‰0‡ |,Š‹ghŒŽ@‹ : ‘7,’}/“@‹: ‘7/ ”•–—: ‘7˜–/70ghR™š,.  / / „ / ›œ/ /  12,. i. !/ˆ.

(8) . The purpose of this study is to investigate two issues of color harmony, i.e., the relationship between color interval and color harmony, and the influence of area factor (area balance) on color harmony. In this study, color harmony is defined as the degree of preference for color combinations; color interval of a color combination is defined as the color difference in the CIELAB color space between the two component colors ( ∆   ); area factor is defined as the area ratio between the component colors in a color combination. At the first issue, we assumed that the degree of color harmony is, in some manner, the function of ∆   . To verify this hypothesis, an experiment displaying 2-color combinations with different values of ∆   was conducted on CRT display. And the subjects’ preferences for these color combinations were recorded and analyzed. The experimental results reveal a cubic-curve relationship between color interval and color harmony. At the second issue, we assumed that a color combination will be harmonious when the area ratio between the two component colors is inverse to the “color intensity” ratio between them. Another experiment was conducted on CRT display to record the relative preferences for varied combinations with the same component colors but different area ratios. The experimental results show that no matter what the “color intensity” ratio of a color combination is, the relative preference for the combination is the highest when its area ratio is 1:1. In the first part of this study, four different shapes are adopted in the experiment to reveal their influence on the perceived degree of color harmony. The results show that the differences of the degree of color harmony among these four shapes are statistically significant. Moreover, we found that the combinations with complementary colors have higher degree of color harmony. Also, the combinations with “equal-hue” component colors will lead to higher degree of color harmony, while the combinations with “equal-luminance” component colors or “equal-chroma” component colors will lead to lower degree of harmony. The combinations with subject’s favorite colors have higher degree of color harmony, in which the combinations with 2 favorite colors have higher degree of harmony than those with only 1 favorite color. Keywords: color, color harmony, color preference, color psychology, color. ii.

(9) interval, area factor, area balance, uniform color space, UCS..  ž ?@Ÿ ¡ž 1.1.  ……………………………………………………………………………. 1. 1.2.  ……………………………………………………………………………. 1. 1.3.  …………………………………………………………………………… 2. ?'Ÿ¢£ 2.1.

(10) …………………………………………………………….… 5 2.2.1.  ……………………………………………………………………………………….. 7. 2.2.2.  ……………………………………………………………………………………….. 9. 2.2.3. 

(11) …………………………………………………………………………………….. 9. 2.2.4.  ………………………………………………………………………….. 11 2.2.5. . ……………………………………………………………………………… 12. ?ŸCD¤¥ 3.1.  …………………………………………………………………………….14 3.2.  …………………………………………………………………………….16. ?¦Ÿ " #$ž 4.1.  ………………………………………………………………………………… 17 4.2.  …………………………………………………………………………… 19 4.2.1.  ………………………………………………………………………………………….. 19 4.2.2.  ………………………………………………………………………………………….. 21 4.2.3. . ! ……………………………………………………………………………………………… 29. 4.2.4. "# ………………………………………………………………………………………….. 30. iii.

(12) 4.3.  ………………………………………………………………………… 32 4.3.1. $% & ………………………………………………………………….. 32 4.3.2. ' Moon and Spencer $%()*+………………………………………………… 45 4.3.3. ',-$%./0*+ ……………………………………………………………. 52 4.3.4. 12. & …………………………………………………………………………… 55. 4.4.  ………………………………………………………………………………… 60. ?§Ÿ " #$ž 5.1.  ………………………………………………………………………………… 61 5.2.  …………………………………………………………………………… 63 5.2.1.  ………………………………………………………………………………………….. 63 5.2.2.  ………………………………………………………………………………………….. 64 5.2.3. . ! …………………………………………………………………………………………….. 66. 5.2.4. "# ………………………………………………………………………………………….. 67. 5.3.  ………………………………………………………………………… 69 5.3.1.  '$%3 & …………………………………………………………….. 69 5.3.2. ' Moon & Spencer ()*+ …………………………………………………….. 71 5.3.3. ' Munsell ()*+ ……………………………………………………………….. 77. 5.4.  ………………………………………………………………………………… 78. ?¨Ÿ' ()*+" #$ 6.1.  ………………………………………………………………………………… 79 6.2.  …………………………………………………………………………… 81 6.2.1.  ………………………………………………………………………………………….. 81 6.2.2. . ! …………………………………………………………………………………………….. 83. 6.2.3. "# ………………………………………………………………………………………….. 84. 6.3.  ………………………………………………………………………… 88 6.3.1. 45$%3 …………..…………………………………………………………….. 88 6.3.2. 6 '$%378945 &: ;< ..…………………………….. 91. 6.4.  ………………………………………………………………………………… 99. iv.

(13) ?©Ÿg¡ª« 7.1. . ! ……………………………………………………………………………101. 7.2. " # $% ………………………………………………………………………104 7.3. &'( …………………………………………………………………………105. )*+, …………………………………………………………………………………….107 -./0/

(14) 12345 ………………………………………………………….110 -.606# 12345 ………………………………………………………….114 -.7089: 3;<=> …………………………………………………………….116 -.?0@ABCD> MFC $EF ………………………………………………….117 -.G06 1HIJ

(15) K ……………………………………………….118. v.

(16)  D 1-1. LMD. …………………………………………………………….... 4. D 2-1. Ostwald 

(17) NOPDQRSDTThe Ring StarU…………………… 7 D 2-2. CIELAB

(18) VWQWyszecki and Stiles, 1982U ……………………………… 13 D 3-1. Moon and Spencer

(19) NOPD ……………………………………….. 15 D 3-2. 2OPD………………………………………………………………… 15. D 4-1. Moon and Spencer

(20) NXYZ[\]^M ………………………. 17 D 4-2. 2_`[\]………………………………………………………… 18 D 4-3. BCD>…………………………………………………………………………… 21. D 4-4. 6 abcdefY_gT(a)hij(b)klj(c)mnj(d)op%qrs…………………………… D 4-5.

(21) 12 45 …………………………………………………………….. 23 D 4-6. tuvKwxOPDyzZ{|}~€‚ƒ|}„89tuvK ~{|†~%89‡ˆ‰tuvKŠ‹B Œ‡BU …….. 25 D 4-7. Ž

(22) 

(23) KwxOPDQCIE KDU ……………………………………… 26 D 4-8. 2‘’LM…………………………………………………………… 27 D 4-9. 30 “”B•I test-retest –Ka_g Š—D. ……………………………… 29. D 4-10. ˜B89ˆ‰……………………………………………………………… 30 D 4-11. /89ˆ‰………………………………………………………………… 31 D 4-12.

(24) K CIELAB <3W_g™šD………………………………… 32 D 4-13.

(25) K 95%–›œW CIELAB <3W_gD…………………… 34 D 4-14. ž

(26) KI CIELAB <3Ÿ ¡sD………………………………… 34 D 4-15. ?¢ <£¤QI, II, III, IVU …………………………………………………… 35 D 4-16. ¥¦”B•Z{ž

(27) KI CIELAB <3Ÿ ¡sD. …………… 38. D 4-16. ¥¦”B•Z{ž

(28) KI CIELAB <3Ÿ ¡sDQ§U……… 39 D 4-16. ¥¦”B•Z{ž

(29) KI CIELAB <3Ÿ ¡sDQ§U……… 40 D 4-17. 14 “”B•Ÿ ¡s¨¡©ª Š#D …………………………………… 41. vi.

(30) D 4-18.

(31) K CIELAB a<Q«H*U3W_g™šD ………………… 42 D 4-19.

(32) K CIELAB ¬K<Q«L*U3W_g™šD ………………… 42 D 4-20.

(33) K CIELAB

(34) K<Q«C*U3W_g™šD ………………… 43 D 4-21.

(35) K 95%–›œW CIELAB a<Q«H*U3W_gD ……… 43 D 4-22.

(36) K 95%–›œW CIELAB ¬K<Q«L*U3W_gD ……… 44 D 4-23.

(37) K 95%–›œW CIELAB

(38) K<Q«C*U3W_gD ……… 44 D 4-24.

(39) KI Munsell a<3Ÿ ¡sDQR2 = 0.893U ……………….. 49 D 4-25.

(40) KI Munsell ¬K<3Ÿ ¡sDQR2 = 0.943U ……………….. 50 D 4-26.

(41) KI Munsell

(42) K<3Ÿ ¡sDQR2 = 0.673U ……………….. 50 D 4-27. 15 “”B•I`m­®¯ om­®¯ 3# {°•ž®¯K± ²…………………………………………………………………………………… 55 D 4-28. I`om ­®¯ 0m­/¢®¯ m­°¢®¯ 3# {7•ž ®¯K±²……………………………………………………………………… 58. D 5-1. ³´ µ¶NOPDT(a) Munsell N{(b) Moon and Spencer N …… 63 D 5-2. BCD>@A …………………………………………………………….. 66 D 5-3. 689ˆ‰ ………………………………………………………………... 68 D 5-4. aI

(43) KQaI®¯KU µ¶±I ~_g ………………….. 70 D 5-5. aI

(44) K 95%–›œW ·¸±W_gD …………………….. 72 D 5-6. I

(45) K ·¸±W_gD ………………………………………….. 72 D 5-7. aI

(46) K ·¸±I ~W_gD ……………………………….. 73 D 5-8. aI

(47) K ·¸±I¹I~W_gD …………………………….. 73 D 5-9. aI

(48) K ·¸±I ~W_g™šD ………………………….. 74 D 5-10. aI

(49) K ·¸±I¹I ~W_gDQº ·»±£n¼º œŠ½7¾U………………………………………………………………………. 74 D 5-11. ¿À µ¶± ·»±W_gD ………………………………………….. 76 D 5-12. ¿À µ¶±¬K

(50) KÁ¶±W_gD ……………………………….. 77. D 6-1. (a)?¢6 aqf>_g ………………………………………………..…… 80. vii.

(51) D 6-1. (b)/6ZHÂÃBCD> ………………………………….…… 80 D 6-2. 2LMD …………………………………………………………….. 83 D 6-3. f>_g3ÄEŵ ………………………………………………………... 84 D 6-4. f>_g3 ŵLM ………………………………………….. 85 D 6-5. µ¶ŵ ………………………………………………………………….. 87 D 6-6. ƽŵ …………………………………………………………………….. 87 D 6-7. µ¶±I ~aI

(52) K_g(6)……………….. 91 D 6-8. oÇf>È{ µ¶±I ~aI

(53) K_g …………………….. 92 D 6-9. aI

(54) K ·¸±I ~W_g™šDQ6U………..94 D 6-10. oÇf>È{aI

(55) K ·¸±I¹I ~_g™šD…………..95 D 6-11. oÇf>È{aI

(56) K ·¸±I¹I ~_g™šDQº ·»± £nɊ½7¾U…………………………………………………………………..96 D 6-12. oÇf>È{¿Àµ¶± ·»±3W_g………………………………..97 D 6-13. ¿Àµ¶±¬K

(57) KÁ¶±3W_g …………………………………….. 98. viii.

(58)  Ê 2-1.

(59) ŠË(Burchett, 1991) …..…………………………………... 6. Ê 2-2. Moon and Spencer  ÌÍN (Moon and Spencer, 1944a) …………………. 8. Ê 4-1. IJ`΢ awxg …………………………………………………….. 27 Ê 4-2. ?¢ <£nHIJ

(60) KZ{zž~<Ï t &Ð …………….. 36 Ê 4-3. 15 “”B•Z{

(61) K CIELAB <3W_g¥¦Ÿ ŠÑ ……. 41 Ê 4-4. ΢ Moon and Spencer a<£nHIJ

(62) K{zž~<Ï t &Ð ……………………………………………………………………………… 46 Ê 4-5. ΢ Moon and Spencer ¬K<£nHIJ

(63) K{zž~<Ï t &Ð ……………………………………………………………………………… 47 Ê 4-6. ΢ Moon and Spencer

(64) K<£nHIJ

(65) K{zž~<Ï SNK &Ð ………………………………………………………………………….. 48 Ê 4-7. Ò~# $%ÈQÒ¬KÓÒ

(66) KU{Iž

(67) K<Ï t &Ð ….. 53 Ê 4-8. Ò a# $%È{Iž

(68) K<Ï t &Ð. ………………………. 53. Ê 4-9. Ò¬K# $%È{Iž

(69) K<Ï t &Ð ……………………….. 54 Ê 4-10. Ò

(70) K# $%È{Iž

(71) K<Ï t &Ð ……………………….. 54 Ê 4-11. 15 “ ” B • I ` m ­ ® ¯  o m­®¯ 3# {°•ž®¯ K……………………………………………….…………………………………… 56 Ê 4-12. 15 “”B•I`m­®¯ om­®¯ 3# {°•ž®¯K<Ï  t &Ð …………………………………………………………………………… 57 Ê 4-13. I`om­®¯ m­/¢®¯ 3# {°•ž®¯K<Ï t &Ð …………………………………………………………………………………… .59 Ê 4-14. I`m­/¢®¯ m­°¢®¯ 3# {°•ž®¯K<Ï t &Ð………………………………………………………………………………… 59. Ê 6-1. f>_g3# 1245……………………………………………………..82. ix.

(72) Ê 6-2. ÆÔ”C•ÕÖf># 3×Ï ŠÑ ……………………………….. 88 Ê 6-3. ?¢f>7¢# 3 Kž~ØNÊ …………………………….……. 89 Ê 6-4. ?¢f>7¢# 3 Kž~<Ï3 contrast Test ……………………. 90 Ê 6-5. ?¢aqf>µ¶±°•IJ K3×Ï ŠÑ ……………….……. 93. Ê 7-1. ?¢ <£nÐÙ ……………………………………………………………..102. x.

(73) 

(74)  1.1.  s¬B­®¯°/±.²H³D±´µ¶·¸/¹º®»¼& ½¾¿‚ªÀÁÂÃÄŖ–/Æ[ÇÈÉ ,Š‹ÊË. ÌÍ8 ÎÏE/ q/”ÐÑ:ÒӬԛÕ: 4: 5/֒<0 רÙÚ&DÛÜÝcRÞß"à,áÚ®/q@àâã0  (color harmony) ä, ’}/ 20 åæ%ç/Rè œ¡éê8ën¬ ìO/ì M[ípîMï (process of trial and error) RvðÒØ,ñnqòœ¡óô õáQö/÷²±øù[ú(\/ }Nûeü®/ýþn‚¬/} [0éRa, q/%ùST œ¡/K"×®R‡Ò  : ‘7STO/p^‡Ò@‰ 

(75) Ýœ¡%& : ‘7,. 1.2.  1944  Moon and Spencer ‡ÒŽ?@ /p‡@ H{‚ í (Moon and Spencer, 1944a~1944c),’}/- ácüNOP%Qgh/qœ¡"nNû: „ fb®/K[ tœ/. }¹ (Pope, 1944; Granger, 1953, 1955a),q. xi. !’mF.

(76) @‹c/p^%"Ø ä (Granger, 1955b)/o#$ %&F É<h, 'Ø/F()ác*0 íE+¬/},: 8@H ‚Ü-Mï (Birren, 1985; Granville, 1987)6omF‹ác*0./” q/%²H" ä/0¼12AB*3 4 (Kuehni, 1989; Sivik and Hard, 1994),ën(\œ5/AB(6 ‚í /K7 8[E6%" ä/mK78 8[¼T, ~AB9:ŠRè‚€/AB;<= >?.›@S, FAnq/AB#$ 3BC . ! DD . ! . ! DD E0CFGH/IJ%NO"/ØŠ3. !" #$,Mï./ABKLŽ Moon and Spencer œ¡ M5/N”•OP[O˜ (pleasing/displeasing color intervals) % & :Q (scalar moment) –,qr/ABm"@‹ : ‘7/ RNOghSTQ,S. 7‡Ò@‹TU}´V: ‘7,. “@/STMï./AB%@HWšbp^+ØSTNO/ 0ŽXABNOgh‰´ø¯:/ABmYZŽ*+. !" #$N. O/%[\*+ØST®[3/RÉ*+. !NOØ\].  NOgh/KŽ\[\*+" #$ïf,. 1.3.  C8ñR^</Š?¦Ÿ?§Ÿ ?¨Ÿ.P%_[/`þïa^”^ 1.1 Ri,Ÿ4?@Ÿ5bc øde%&`a^,É?'Ÿ¢£fg./ %hác <hvZ/iënŠ‹<h/‡Ò. 1.

(77) CD¤¥, ?@8 . ! =2/_[n?. ¦Ÿ,Ё./AB%UVWXYZ] : bp^+/_`ab c"[\: Rde„ ïf4.q:  f5/’. %jktu. "lÒ;<  CIELAB q:  f/3c2",q ./\€m¬ „ " #$/K"n  : ‘7%& Moon and Spencer  œ¡tnSTQ, ?'8 . ! =2/n?§Ÿ._. [,Ё./AB\o%UVWXSTNO/_`abc": (\ o>[\bp^+/Rde("„ ïf4.q: ("  f5,NOghp" Moon and Spencer  Munsell  œ¡/STQ> {, ?8*+. !" #$/_[n?¨Ÿ,Ё. ./AB%Kqrstu[Y7)lЦH[\*+/tn ST  . !NO,NOgh%Ûštu¦H*+Rdef. 2v, ?©Ÿ0g¡/®[Rw¹gh/Ý@`Vv `œ/K‡Ò@xNü: ‘7,qr"n.[ú y=z/m‡Ò¡ &{yª«/|}". ~FR2,. 2.

(78)  ¡. ¢£. CD¤¥. ?@(). " #$. ?'(). ?(). . !" #$. ' ()*+" #$. g¡ª«. 3. D 1.1Ú LMÚ.

(79)   2.1.

(80)   (harmony) 8933%®€Á/}F‚ƒ„ @†-‡6}/›ˆ‰Š ;‹/Œ8 4Ž/ 19935, Burchett (1991) s@‹ (Ž‘./%’ tuù (content analysis) #$  (similarity)  . !k“< 6 òn ‚ƒ. ! (order) 2(v. ! (area)  ¬¢. 2”xÝü (interaction)%& *+. ! (association)  . ! (configuration) –,Š‹. !•-. BCvP%–—/7”˜ 2-1 Ri, %AB™öŠ 6 ò. !/šØ-. ‚ƒ. 2(v¬¢ <hvZ,#n *+. ! . !. !%& 2”xÝü–%háÚ® !/ñn-R›œ#$MnžŸ/qz[.  ¡G¡,. 4.

(81) Ê 2-1.

(82) ŠË (Burchett, 1991).

(83) 3ŠË $EŠË (original) ¥Þ®¯ intuition +ß appropriateness

(84) à´ system < interval há_g juxtaposition >â proximity and configuration. ¿ÛŠË (revised). ÜeÝ (%). ¥Þ<Ï+ß association. 27.2. ÌÍ order. 23.4.

(85) f> configuration. 16.9. µ¶ area. 11.2.

(86) Wåæçà interaction. 10.7.

(87) Wa_Ý similarity. 10.2. µ¶ area [ã angular size of color field µ¶± relative size of color field ä_g dynamics a_Ý family aèÝ affinity. 5.

(88) 2.1.1.  Ostwald  œ¡" ‚ƒ. !¢0B£/-,• 2wF@. šƒ—E€/Œ}¤¬¥¦‰§/†¨†‰§: "Œ}6©Î ø/–n‚ƒ˜4Ž/ 19935,Ostwald *0/ªC8–«  —–¬  —–­  —%&–— ½®²H /ê}·Ê/ ”^ 2-1 Ri, qr/Munsell  œ¡%• 2‚ƒ˜0ë®/‡ÒŽ ©ù7¯° (vertical harmony)’ (interior harmony)± ²® (circular harmony)³’ (oblique harmony)³´’  (oblique side harmony)µ¶+ (spiral harmony) %&·±+ (oblong harmony) –4Ž/ 19935,¸=/ªC Munsell ¹V.ºÉ GHFY»¼½¾¿ /À¼Ñ:Ò: , Ostwald  Munsell  ‚ƒ. !œ¡FÌéÁÂH/Œ8. B²ÖRª¹ ¹V./ªC•@š‘7¾¿ /À¼Ñ:Ò: ,’}/Š‹¾¿‘7KÆÃМ¡ë®/mÄFÃЂQöP%Œ/ª }øŠ‹‘78/ü Ostwald  Munsell ¹V€@HÀž KL,. îïðñòóô õöZÒ aµÚ. Òé ê á Òë ê á Òì ê á Ò~ í. 6.

(89) D ÷øùúÚ Ú îïðñòóô 

(90) NOPDQRSDjðûüÚ ýþÚ ïðòýUyDZ/ á

(91) ¼º#{ž Q {Ú ù

(92) UyÚ. Moon and Spencer (1944) 7‡Ò{´V ‚ƒM5,B*0: ¼•;< =2/t<òˆÆ4.H•O˜5\@ (identity) òÇ (similarity) %&"> (contrast)6}[: 7¼t0?@ÈÉ (1st ambiguity) ?'ÈÉ (2nd ambiguity) Ê (glare) –H•[O˜, Moon and Spencer Š‹;< 2%²H Ëu (color interval)  12®P%šÌ/”˜ 2-2 Ri, q@M5¢F͗=zn•OP[O˜CD‡Ò DD ЁC D‡Ž@H‚ í,o¼Î8/Moon and Spencer œ¡ ‡Ò=. /-ác%NOùSTQ/ghK[Œ-œ¡bv. (Granger, 1955a),. Ê 2-2.. Moon and Spencer  ÌÍN (JND : just noticeable difference){ “TMunsell

(93) à´ (Moon and Spencer, 1944a). œ. o œ. Ç/ identity / 1st ambiguity Ëè similarity. ¬K<.

(94) K<. a<. 01 JND. 01 JND. 01 JND. 1. 1 JND3. 1 JND7. 35. 712. 57. 1228. 1JND  . 6 2nd ambiguity. . 2.  .      . 7.

(95) I± contrast.   glare.  . . >10. 8. >7. 2850.

(96) 2.1.2.  n . !/ç{ÉÏœ¡F3HMunsell œ¡%& Moon and. Spencer œ¡, Munsell *0~;< -f—f—Ð<d>€/q: Ñ} (Granger, 1953).      =     . (2.1). ".    0  i   j 6    0  i   j  Munsell f—6     0  i   j  Munsell f—, “@/Moon and Spencer 7*0#$ . !0 :Q (scalar. moment in color space) DD : .²;<  :Q=2/Þß(–<0© Î`J>€Ñ} (Moon and Spencer, 1944b)/Ò..   =   . (2.2). ".    0  i   j 6      0  i   j  12® ÓqH¹ÔeH (adaptation point, N” Munsell N5) ÕÖ/ã0• : ט4  =   +   −    /    tn0q  Munsell f f56Moon and Spencer *0~  0 12  3 €Ñ}, 2.1.3. 

(97) 2(v-Ì89: .;< =2/´FG‹(\(Çv 4€/q: À},N”~;<  ((\€/ABã-0•– (: ˜6. 9.

(98) ~;< ffˆ(–€/7ã0•–—: ˜,qrmF•–f: ˜ •–f: ˜––,Š8 œ¡.ýØ@: ‘7 (Heddell, 1988), ç[Ostwald Munsell œ¡./\omÙڎŠ‘7 4Ostwald •Ûܘ뮌8%–v40¾ ë®5,’}/Š‘7"  #$/#$%&F¬%NOP%Q, qr/Moon and Spencer ™ö Birkhoff ÝáÞ" M = O / C 4MÝ ïf/ O ‚ƒf/C žŸf5/‡ÒŽ@• 2(v˜F Þ" (Moon and Spencer, 1944c). M =. O C. ". M 0 ïf C = ( J) + (F Munsell ( "J) + (F Munsell f "J) + (F Munsell f "J) 5 H i + nivV i + n ci C i  O = A + ∑  nh i i=1 4A 0 ‚ƒßJ/A = m1 + 0  5m2 + 0  25m3/-. m1  m2  m3 t n0~ :Q0 1, 2, 3 € "J6 i ˜i²H 1 0\@/2 0òÇ/ 3 0">/4 0?@ÈÉ/5 0?'ÈÉ6       0tn (f %&f/´F? i H  "J6H i V iCi 0tn ( f%&f/´F? i H €‚ƒýJ,5 N” 5R 6/8  5R 5/8 3H /%·Ê(– :Q>;<@:. 10.

(99) (.  =  )/7 C=2+0+1+0=3 O = 1 + 1 (1.5) + 1 (0.7) + 1 (0.8) = 4.0 -. 1.50.70.8 tn0 (\@fòÇf\@‚ƒýJ,q :  f0 M = O / C = 4.0 / 3 = 1.33, ’}/qÞ"K[0-ácQghRŒ (Granger, 1955a),[MA B0(6• 2(v˜ œ¡./eFBC#$:,#n-. à”Ð#$/7FáS@UŽ, 2.1.4.  Š. ! Burchett tò.8BCvS|@4˜ 2-15,â’/[. \¢ã¿#$/[\‚ƒc"\@H: /¢¼}Fä’[\§a, €N®/./Êå(\¢æO/" „ ¬0FE¼ },m;. ”q/ цç#$è%é%vðÒ{‚œœ¡. , 0Ž\"Î „ ¬%&": „ ¬/3cFÐ /F‹ác (Granger, 1955b; Hogg, 1969) STŽ%cê@ë¬" ²HÎ „ ïf/=Ot0|„ f.„ fì„ fò/ií[ \„ fÎ ;<²H: /’. "n[\: "4|„ f î|„. f /|„ f î.„ f /|„ f îì„ f ….5 abc"q: „ f/3c=2ØP%, Granger %–ƒ (ranking) "ST®[NO/gh-(ïfK[ É,}\o/Hogg %ï-nù (semantic differential rating) STNO/ -ghðF É;(,!’3cgh[ñ@ò/oAB*0¬"n. 11.

(100) „ 4 5#$ez8E,. 12.

(101) 2.1.5.    2  ” x Ý ü t ó ô ~ " > (successive contrast)  \ € " > (simultaneous contrast) –õh,qò”xÝü"n #$/#$%&F ¬P%, Chen and Yu (1996) ¬ò£ö÷øf (visual acuity)  \€"> =2./ùü OSA 12E0NOtu€ ú/\€ OSA 12.Ã-3 H=2ÕÖ/šÌ0q3H ">,- gh i OSA ¼E0 ">û, “r Chen üý¡¢./m/ü CIELAB úª¹ ">û 4_þ/19965, CIELAB ú./3 =2 4 ∆   5.0 q'  CIELAB 12.H=2ÕÖ . ∆   =  ∆   +  ∆   +  ∆   . (2.3). ". L*, a*, b* 0 CIELAB 12.—4^ 2-25, OSA  CIELAB 12ê8çeü®¢0ˆ 12 4Uniform Color Space; UCS5,R舝 12/89q 12./– ÕÖÃ3 /¬R§ö 8(\, q/AB¼%ü3 q12.ÐÕÖ/ؘiq3  /Ò. ,’}¹ç0 / 8ˆ 12K[E/ABª}ZF'Lj 12P%/ ü/N” OSACIELAB –/}¡¢.0ã=0ˆ 12, ñ®[ Chen gh i/Rè \€">/Ç+¼%üˆ  12. Ø %˜Z6 =/~AB [@" =2 €/ ABm\€ [ŽŠ" \€">ïf,. 13.

(102) 14.

(103)  2-2.. CIELAB  (Wyszecki and Stiles, 1982). 15.

(104) 

(105) 3.1.  s®[¢£fg./é ¼ƒÒ#$  (#$É,Š‹ ‚ƒ. !

(106) /AB¾ -. . !5 . !*+. !4 Burchett tò.n. !/E0/-œñ8AB*. 0 ./Š. !8SBCm8Së. ¬.m8Sýâ,p"Š3 1. n . !8”ОŸ”Ðx. !/\€ç. !/ABR‡ÒCD”. !CDMoon and Spencer  œ¡% Munsell . 12®ff (0û/tn" O[OP %šÌ4^ 3-15,÷[¡-.•OP[O˜Ëu—‚ƒ—; v”Ð/AB"q@M54•OP[O˜M558a,’}/A B*0¬"n 8`Vv/K[†£öMï./Ot< ( ffHx(Ϲ=fØP%L,qz/ABCDˆ 12 ./3 H2ÕÖ4 5¼%\€ÙÚff (/c ‚ƒ®-Ì6Ò.~Ã-3 ()€/w–-¼}. !#$/- . f4H53 4 ∆ 5=2EFGHIJ4^ 3-25.   =   ∆   2. n . (3.1) !CDAB*0~;<  (A) z;< •. ˜ïf (S) <d>€/-: Ñ},Ò..    =    . (3.2).  Munsell  œ¡./Š

(107) R蕘ïf (S) âšÌ0;< f. 16.

(108) fÐ4" 2.156}" Moon and Spencer } /798• :ט4" 2.25,’}3Hœ¡./àÐcÑ8{;ABNOgh.ST> {/Kp^k“Ò‰¦~šÌ, 3. n*+. !CD3 ()€/[\*+†" f*. <#$, .  (3.7). 1.0.  (0.7)   (-0.2)  (-1.0)  (-1.3). . 1.0. 10 Munsell

(109) .  (0.4).  (0.8).  (0.1).  (0.0). 7 Munsell 

(110) . .  (1.5)  (1.1) 1.0.   (0.0).  (1.7)   (0.65).  (0.0). 50 Munsell . ^ 3-1. Moon and Spencer œ¡i-^. 17.

(111) .  . .   .    ∆ . ^ 3-2. CDi-^. 3.2.  1. ñn#$ . !¢/w@jRFä/F¬:. :&€2®é, q/ . ! . !*+. !/". #$/\€m¬„ " #$, 2. p"] : ˆÆP%/. }gh¼}{[¦ün.  : ˆ+,!’ABÊË.{ýØ: ˆÆ8 : 4Ò.\€F H%® Ñ:@†ˆÆ5/ošsSë] : /ØST /IJšŽ] :  œ¡ë®=. /n. ~. ./}ô~vðÒ :  œ¡, 3. ùüUVWX (CRT) E0YZ ù/CÉnUV. Àvv,’}/!ìM@‹. !J—"/UVWXRYZ. #$— (tristimuli) œ® % #$—¼}(–/oñnUV WX 8@H & /n7 & ÁV /3c0EF£ö®, qgh¼}{¦ün : =KL, 4. *+. !NO./ABªŒKqrstu[Y7)lЦH. *+ST/CL8Cút'RF' ()=*+,’}/ Š0’ÆùRF*+8(t'/-ghª}\]RC. 18.

(112) «/KÝ0*+. !" #$ë®,. 5. NO.abcˆ0()æOaé*+,ïf%®=-.//÷0n €2ì1¤¥/é%23{abc, q/gh{}ø() æO-./" ›œdeZ4,.  

(113)  4.1.   Moon and Spencer  œ¡./íG@: 8™/8%;< 2 (f%&fØtnP%L5 (Moon and Spencer, 1944a),’}/Šoíù@묂ƒ £öìOK[(6,~ AB"G@: §¹„7€4˜iq: "AB} 85/ABK[8 0tn§a¹-;< =2 (éfé%&fé. /8‹. Û9-f/š-|nGHïf€/Ñöw„76:;ø/AB£ö MïK[†0Ží:  </}âOt<Hx(Ϲíû/S ghP%8‹4^ 4-15,. (. f. 19. f. 8‹Û9ž. i.

(114)  4-1.. Moon and Spencer .  3.1 =./AB‡ÒŠoCD•ˆ 12./3 H=2Õ Ö4 5¼%\€ÙÚff (c ‚ƒ®-̘/ ЁCD'-89¬†a¹RØ: ./²;< =2 é> #$/}"q: §¹[\„ ïf,ABws Chen and Yu (1996) £ö÷ øf؃/®[CDÇ+¼ñ ">‚H}w¹Œ¬"[ \ïf">: /†F[\£de DDChen and Yu 8p"ʜd e} /78p"›œde} , N”@ñ 5R 4/14  N10 ;<: /@ñ N4  N10 ;<: / 3c({=/ ’çc;< =2 ">4 5> de؃/AB?çc£ö÷øf>. cé/8. cØwé,sʜ. 0çc ">4 5. {é@A6BC/ws›œde؃/7çc8™†. ">4 5{é. @A/}·Ê{|fD4”^ 4-2 Ri5. 4 ">5.  4-2. . !"#$%. 20. f.

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(116) 4.2. . 4.2.1.  NOC] : ˆÆ/;<   f=2 ,-.ÖßJ0;< =2 /- v—4 (f f5/. ßJ70q: = f,. (1) ÖßJ NO?@;ÖßJ0: .3;< =2 /-šÌ03;< ˆ 12./-H=2ÕÖ,Rùüˆ 120 CIELAB 12/- 4 ∆   5šÌ0 . ∆   =  ∆   +  ∆   +  ∆    . (4.1). -..   =  .    −  .   =  .      −     .   = .      −   . (4.2). (L*, a*, b*) 0  CIELAB 12.6X, Y, Z 0q #$— (CIE 1931)6      70œ« #$—,". 

(117)   

(118)   

(119)   ˆÞßén 0.01,. 22.

(120) NO?';ÖßJ0: .3;< =2 v—/Ò. (ff,Š;ÖßJ.ŽüØ vtn . !.("BCv=r/müØQZF œ¡,AB/üŽ3. H úØšÌŠÖßJ/. Munsell ú CIELAB ú,. c. f4L*5HšÌn" 4.2 ./}f4C*57šÌ0 .   =     +      . (4.3). 3 2f4 ∆  5f4 ∆  5¼eü" 4.2 " 4.3 tnlw,# n (4 ∆  5šÌ/ùü Seve RIJÛ9" (Seve, 1996). ∆  =. (2).     −            +      +      .  . (4.4). ßJ NO. ßJ0: 4] : 5 f/AB-šÌ0•‚ƒ. c"q: „ ïf˜, NOMï./ABXabc‚ƒ 1035 ;ñ[\ ;<] : /K abc0Š‹: P%t4tJËu0 0L100 t/% 10 t02M5/t 0•‚®„7Ё: ïf˜, STN%tu€/Š‹tâ9< 0L1.0 =2J—,. 23.

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(122)  4-3. &'(. 25.

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(125)  4-5. =>?. 28.

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(127) = .                        .  .    .    . . −. (4.5). AB¼€cñê˜?RjYZ  X, Y, Z #$—/i™ö" 2.5 9 <WX RGB —/ñWXP%YZ,’}/ABvZNû®WXRYZÒ  X, Y, Z #$—4%t b Rbw5/ABRIJYZ #$—=20 FR,AB*0-.‘. 0 WX RGB —Nûbw X, Y, Z #. $—/3c2K7lv,. q/p"ñ" 2.5 RÛ9ÒØgh/ÞßST. f;,f;ùt0Æ f;F f;3H, b. Æ f;ù8/ST®[HWX­ b= /i%t b Rb 7 HWXkl mf4. #$—. Y —5/K%jk". 29.

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(129)  4-6. @AB

(130) CDEF<GHIJKLMNOPIJQRS@AB

(131) TKH IUK9LRSVWXY@AB

(132) ZN[\&]VW&^_. 31.

(133) c. F f;7%®[Æ f;ù0ë®,ñn&f;çnÒ FfG|ˆ+4”^ 4-7 Ri5/ qABc%pîù (trial and error) F ÒNOüWX f;J        /”˜ 4-1 Ri/’. F . f;— (x’, y’, Y) RjYZ  (x, y, Y) =2šÌ0 x’ =   ⋅   −  +  y’ =   ⋅   −  + . (4.7). Y’ =  ⋅ ∆ +  ". ∆ 0Æ mff;—/Ò.RjnÒmf0 Y Æ /-nG mf4Ò. Y pG" 4.6 . O = /Rlw I —5jnÒmf2—, f;— (x’, y’, Y’) nG" 4.5. /"<WX RGB —/YZWX®/. .w¹ABR|J ,’}/ñn®[ f=2"Mï0lv "/Nûˆ+F/ qf;gh0F‹G4NO./é[F 1.04 % qˆG/rØ\`5,qr/˜ 4-1 f;Jmª¦ün R/üNOüUVWX/-[\WXf;JF‹,. A A: f;ç f (x, y, Y). B. B: f; 0.33. f (x’, y’, Y’). W: œ«. W. 0.33. 32.

(134)  4-7. `

(135) CDEFZCIE 

(136) _. 33.

(137) a 4-1. b#cdCD.TZefg#. !VhgOPRS_. . . . R. 0.58. 0.67. 0.77. YR. 0.63. 0.87. 0.77. Y. 0.90. 0.95. 0.87. GY. 0.97. 0.70. 0.86. G. 0.79. 0.63. 0.83. BG. 0.78. 0.87. 0.73. B. 0.75. 0.53. 0.77. PB. 0.65. 0.53. 0.88. P. 0.37. 0.55. 0.91. RP. 0.55. 0.95. 0.65. (4) NOþïQ¥N%zœù RFNOþï/tó [\ ú2" P; YZ NOST%&NOJö_`–/ˆ% MFC (Microsoft Foundation Classes)s </UVWX®tT,qr/NOgh% C ï STJ—u9`œ/Kìñ SPSS ÛvVSTÛtu,`N%u9þï/”^ 2-8 Ri,. MFC P;ž. C. NOJö=ž. NOSTž. 34. SPSS. Ûtuž.

(138)  4-8. Vhijklm. (5) ½¾:qRSD. 0TU[ÞC lVW/NO@%¬ wxMyrz l{2’ ST4UVWX8q{2’|@ lØ&5,NO.ROS}D tó ~V PR-650 SpectraColorimeter 586 Personal Computer System ViewSonic 15GA Monitor VGA Card, Super-3 805, 16.7 M (True Color) vV Microsoft Windows 95 Microsoft Visual C++ 4.0 (Standard Edition) Borland C++ 2.0 SPSS 7.0. 35.

(139) 4.2.3.  KNOabcÁ 30 Ó/ˆ0é*+,ïf%® £ö;ý¬, -€n 20 ‚¹ 31 ‚=2/qˆ€0 25.33 ‚6.v 20 Ó//v 10 Ó6 DÛã¿c 19 Ó/7DÛã¿c 11 Ó, 0 babcNO6f (reliability)/ABNOMï.%BžpO (test-retest) deghÛ9]Óabc(J/q(JšÌ0ab c6f,abc6ftwˆ+”^ 4-9 Ri,AB¾¿-.(J0 0.5 %®cSTNOtu¡/ÁÛ 15 Ó,- 15 ÓabcNOJö7[ ù “,. 8. 6. 4. 2 St d . De v = .2 7 Mea n = . 4 8 N = 3 0. 0 0. 0 -.1 3. 0. 0 0. .1 3. .25. .38. .5 0. Correlation between 2 responses. 36. . 63. .75. .88.

(140)  4-9.. 30 no&p test-retest q

(141) ".T[r. 37.

(142) 4.2.4.  (1) P;]jNOçˆSTWX P;4rØ 2.2.2 =5, (2) £öbKabcSGNO{2/K% öýê˜ (Ishihara chart) šabc £ö;ý= /iST%NOUƒ, (3) NOçb%UVWXYZNO@R/ü 46 H o4”\`@Ri5/ Kabcs-.„¾ÒS„7H /”^ 4-10 Ri,qçb[ nêçþT „  †/}80ŽtuÎ „ f": „ f#$,.  4-10.. Vhs&RSXY. 38.

(143) (4) NO <NOçb= /c‡STNO,%UVWXYZjbp: 4^ 4-115/Xabc‚ƒK_`"z: „ ïf,_`"0s 0 t ¹ 100 t=24tó 0102030….100 t– 11 HtJ5¾¿@ab c*0S¦~tJ/E0"z: t,t0•‚®„7Ё : ïf˜ ,]jt. ˆF@jf{te†,]ÓabcÁST 1050. ;tpO (trials)/-.tó 1035 ;NûpO/ 15 ;BžpO,Š 1050 ;pO./ABˆ–Ž 3 jabc‰Š€26Ò.? 263 ;? 525 ;? 788 ;pO€/ˆF 1L5 te‰Š€2,NO.RYZ^+: jƒYZ=ˆ%‹Jš,`NOSTé[OC 1 >€,.  4-11.. VhRSXY. 39.

(144) 4.3.  AB15Ó6f{|abc„¾ÒØ4"BžpOde(J0.5 %®c5/"-NOJöST@ú—Ûtu,NOgh¼t0 4 ()(1)   (2) " Moon and Spencer œ¡Q(3) "  : ‘7Q%& (4) „ : –, 4.3.1. 

(145)   bc 15 Óabc"n: „ fP%qˆ/.lwz: qˆ„ f4. f5,AB%: .3;< =2 4 ∆   50Œq/ R"e:  f0¯°/7ŽÒ”^ 4-12 ^,s^®ƒØ/ -"eH֏ˆ+7ý‘B/+ƒ[Ò f =2FÐH, ’}/AB0¼vZ-.Ç+’'ÉGH †, .80. Color Harmony. .70 .60 .50 .40 .30 .20 .10. 0. 20. 40. 60. 80. 100. 120. C o lo r difference in C IE LAB  4-12.. 

(146) t CIELAB  uv".wx. 40. 140. 160.

(147) 41.

(148) 0Ž}‰÷“ƒÒq@•’' †˜à0Ð/ABŒq® ( ∆   ) %] 10 ∆   Zt@”;,\@”;./RF"eHâ£0 (–/ Š‹"eH f8(qˆ%. /.lwz”;qˆ f,. =/ABcX . i‚–"en[\ 4ì. f•ì/’. f. 5qˆ f/—q=2EÉÐH †,-gh”^ 4-13 Ri/A B¼% ƒÒGH †˜É 4Œq5[í™P/-R"eqˆ f4¯°6H 5Ç+ºÉ@

(149) ±šklš›{ßDDc8œ|/’ ì/’. •. œ|,Š

(150) ±škl¼üjk"lw,”^ 2-14 Ri/Š8@.

(151) jkl/-jk"0.  =   . H =   ∆   . =     +    ×  −  ∆  −  ×  −   ∆     + 

(152) ×  −  ∆     (4.8) Óqkl'jJJ0 0/7lwqkldkH (inflection point)/Ò..   ∆   =

(153) ×   ×  −   + ×  

(154) ×  − × ∆   =  ⇒. ∆   =  

(155)     

(156)   =   . wsdkH4 0 75.27/ f0 0.50545žŸ @

(157) Œql/7 qkl”nH4t'dkH­5,ŠHŒqtn0. ∆ .    =  

(158)  

(159)    . Š‹J—¼ìñl\   ∆    =    }Û9¡w,. 42.

(160) 95% CI Color Harmony. .80. .70. .60. .50. .40 .30. 7. 26. 45. 65. 85. 1 04. 123. 14 9. C o lo r D ifference in C IE LAB  4-13.. 

(161)  95%qyzvt CIELAB  uv".. .80.   =    Color Harmony. .70. .60. .50. .40. .30. 0. 20. 40. 60. 80. 10 0. 12 0. C olor D ifferenc e in C IELA B  4-14.. {|

(162)  CIELAB  u}~;. 43. 140. 160.

(163) 44.

(164) Color Harmony .80. .70. .60. .50. I. .40. .30. 0. 20. II 40. 60. III 80. 100. IV 120. 140. 160. Color Difference in CIELAB  4-15.. €d 6ZI, II, III, IV_. AB™öŠH/klZt<¦H Ëu/”^ 4-15 Ri,ЦH Ëu (I, II, III, IV) Ç+ Moon and Spencer (1944a) œ¡.•? @ÈÉ (1st ambiguity)˜•òÇ (similarity)˜•?'ÈÉ (2nd ambiguity)˜ %&•"> (contrast)˜–¦O¢("e, Ëu I  IV ./ f ˜É ™P}‡|/o Ëu I qˆ f ’> Ëu IV Øw ì, Ëu II ./ fc˜ ™P}‡|/°¹O¢S|H0/ ’. c‡£¤/#dkH0, Ëu III klW¥ Ëu II ¦ ®. (d/oçcqˆ f{. c0ì,. 0Ž\ЦH Ëu=2ïf/AB% t-test ST¦H Ëu. fqˆ—Ûš,gh i Ɍ 0.05 ˆ+/²  Ëu fqˆ—=2 4 Ëu I  II =26 Ëu II  III =26 Ëu III  IV =25NF É/”˜ 4-2 Ri,. 45.

(165) 46.

(166) a 4-2. €d 6‚b

(167) HG{|K ƒt„ Z* aE p<0.05_ Region No.. N. Mean. Std. Deviation. Std. Error Mean. I. 1395. 48.4731. 21.95678. .587870. II. 9480. 51.1593. 18.14350. .186345. III. 4380. 50.2808. 19.34267. .292267. IV. 270. 54.0741. 19.69267. 1.198458. t-test for Equality of Means Sig.. Regio n. t. df. Mean. Std. Error. (2-tailed) Difference Difference. 95% Confidence interval of Mean Lower. Upper. I - II. -4.356 1685.7. .000 *. -2.6862. .6167. -3.8957. -1.4765. II - III. 2.534 8048.5. .011 *. .8785. .3466. .1989. 1.5579. III - IV. -3.124. .002 *. -3.7933. 1.2142. -6.1736. -1.4129. 4648. ¼ØŠ¦H ËuZt8F-ÌDD~AB>{3H:   f€/w3c;<  —tnn Ëu I  II/7¼%bçc f>. cØwì,. ®[tuˆ% 15 Óabc`VqˆghØP%L/ghÇ+´FGH @ò †W¥,’}/‘‡^.4^ 4-125/-"eHtwZÆð t֏,0Ž\Š8™ñnabcn}Jògh/AB%®[Zt ”;ù/ŽŽ 15 Óabcnkl/”^ 4-16 (a)-(o) Ri,-. é(tklê´F®[¦H ËuW¥/’}F‹kl/- Ëu II  III O¢S|HO¢SìHK[t /b#FO¢S|HO¢SìH[ Eˆ+/”^ 4-16 (h), (k), (l) Ri, AB™öŠ 15

(168) kljkJ4˜ 4-35/tnÛ9nkldkH. 47.

(169) /ghvZ-.Žabc k jkkldkHÓqWn¢§%r/- 14 dkH CIELAB —4 ∆   57F3. †4”^ 4-17 Ri5/qˆ— 74.5 `VkldkH — 75.27 7ý', ñq¼Ø/./abcnP%L5/®[¦H ËuW¥• ’8E,qr/ABvZdkHÇ+8@´F@òv"eH/ЁW¥ Ç+¼%ŒAB/dkHE0¦H Ëu=Zt•öEù, qr/®AB ô~¨t< (ffc,BCŠ c"®[¦H ËuW¥/²´F©Co#$:DABŽŽŠc  f=2^4^ 4-18L^ 4-205/K%òÇ®[Zt”; ù/ŽŠc f 95%6ªO2^4^ 4-21L^ 4-235, s^®>{c"eHtwZÆ/Ç+f4^ 4-195t{03./m{F  †DD~f«>/-R"e f7 «>,ABi‚– 95%6ªO2^/\ovZf4^ 4-225´F òÇ®[¦H ËuW¥,ñqAB¬ P%Ií (f fc./f8š fSBC. 48. !,.

(170) Su bje ct a.. Su bje ct b.. .90. .90.   = 0.934. .80.   = 0.656. .80. .70. .70. .60. .60. .50. .50. .40. .40. .30. .30. .20. Observed. .20. .10 0. Cubic. .10 0. 20. (a). 40. 60. 80. 100. 120. 140. 160. Observed 20. (b). Color Difference in CIELAB. 40. 60. 80. 100. 120. 140. 160. Cubic. Color Difference in CIELAB. Su bje ct c.. Su bje ct d.. .90. .90.   = 0.869. .80. .80. .70. .70. .60. .60. .50. .50. .40. .40. .30. .30. .20. Observed. .20. .10 0. Cubic. .10 0. 20. (c). 40. 60. 80. 100. 120. 140. 160. 60. 80. 100. 120. 140. 160. Cubic. Su bje ct f..   = 0.860. .80 .70. .60. .60. .50. .50. .40. .40. .30.   = 0.896. .30. .20.  4-16.. 40. .90. .70. (e). 20. Color Difference in CIELAB. Su bje ct e. .90. .10 0. Observed. (d). Color Difference in CIELAB. .80.   = 0.750. 20. 40. 60. 80. 100. 120. Color Difference in CIELAB. 140. 160. Observed. .20. Cubic. .10 0. (f). Observed 20. 40. 60. 80. 100. 120. Color Difference in CIELAB. †‡o&pH{|

(171)  CIELAB  u}~;. 49. 140. 160. Cubic.

(172) Su bje ct g.. Su bje ct h.. .90. .90.   = 0.805. .80 .70. .70. .60. .60. .50. .50. .40. .40. .30. .30. .20. Observed. .20. .10 0. Cubic. .10 0. 20. (g). 40. 60.   = 0.989. .80. 80. 100. 120. 140. 160. Observed 20. 40. (h). Color Difference in CIELAB. 60. 80. 100. 120. 140. 160. Cubic. Color Difference in CIELAB. Su bje ct i.. Su bje ct j.. .90. .90.   = 0.526. .80 .70. .70. .60. .60. .50. .50. .40. .40. .30. .30. .20. Observed. .20. .10 0. Cubic. .10 0. 20. (i). 40. 60. 80. 100. 120. 140. 160. 60. 80. 100. 120. 140. 160. Cubic. Su bje ct l..   = 0.888. .80 .70. .60. .60. .50. .50. .40. .40. .30.   = 0.932. .30. .20.  4-16.. 40. .90. .70. (k). 20. Color Difference in CIELAB. Su bje ct k . .90. .10 0. = 0.753. Observed. (j). Color Difference in CIELAB. .80. . .80. 20. 40. 60. 80. 100. 120. Color Difference in CIELAB. 140. 160. Observed. .20. Cubic. .10 0. (l). Observed 20. 40. 60. 80. 100. 120. 140. 160. Color Difference in CIELAB. †‡o&pH{|

(173)  CIELAB  u}~;Zˆ_. 50. Cubic.

(174) Su bje ct m.. Su bje ct n.. .90 .80. .90.   = 0.803. .80. .70. .70. .60. .60. .50. .50. .40. .40. .30. .30. .20. Observed. .20. .10 0. Cubic. .10 0. 20. (m). 40. 60. 80. 100. 120. 140. 160. (n). Color Difference in CIELAB.   = 0.612. Observed 20. 40. 60. 80. 100. 120. 140. 160. Color Difference in CIELAB. Su bje ct o. .90 .80.   = 0.762. .70 .60 .50 .40 .30 .20 .10 0. (o)  4-16.. Observed 20. 40. 60. 80. 100. 120. 140. 160. Cubic. Color Difference in CIELAB. †‡o&pH{|

(175)  CIELAB  u}~;Zˆ_. 51. Cubic.

(176) 6. 5. 4. 3. 2. 1. S t d. Dev = 11 . 54 M ean = 74 . 5 N = 14 . 00. 0 6 0. 0. 6 5. 0. 70. 0. 75. 0. 8 0. 0. 85. 0. 90. 0. 9 5. 0. 10 0. 0. C o l o r d if fe r e n c e in C IE L A B.  4-17. a 4-3.. 14  

(177)  15 no&pH

(178) t CIELAB  uv".†‡}~[‰ Independent:. No.. Mth. Rsq. d.f.. a. CUB. .934. 11. b. CUB. .656. c. CUB. d. F. Color difference in CIELAB Sigf. b0. 51.69. .000. .42. 7.3E-03. -1.2E-04. 5.6E-05. 11. 7.01. .007. .38. 7.6E-03. -8.2E-05. 2.8E-05. .869. 11. 24.28. .000. .44. 5.5E-03. -1.2E-04. 6.9E-05. CUB. .750. 11. 10.99. .001. .24. 7.9E-03. -1.6E-04. 7.8E-05. e. CUB. .860. 11. 22.45. .000. .52. 5.7E-03. -9.3E-05. 4.4E-05. f. CUB. .896. 11. 31.44. .000. .33. 1.2E-02. -1.7E-04. 7.8E-05. g. CUB. .805. 11. 15.15. .000. .56. 5.4E-03. -9.8E-05. 4.8E-05. h. CUB. .989. 11. 324.60. .000. .58. 1.8E-02. -2.0E-04. 7.7E-05. I. CUB. .526. 11. 4.08. .036. .58. 1.8E-03. -4.0E-05. 2.2E-05. j. CUB. .753. 11. 11.16. .001. .24. 1.7E-02. -2.8E-04. 0.0001. k. CUB. .888. 11. 29.14. .000. .26. 8.0E-03. -7.0E-05. 1.6E-05. l. CUB. .932. 11. 50.34. .000. .22. 9.2E-03. -1.2E-04. 5.6E-05. m. CUB. .803. 11. 14.92. .000. .21. 1.0E-02. -1.9E-04. 9.3E-05. n. CUB. .612. 11. 5.78. .013. .32. 1.1E-02. -1.7E-04. 6.8E-05. o. CUB. .762. 11. 11.73. .001. .27. 1.4E-02. -2.0E-04. 8.3E-05. 52. b1. b2. b3.

(179) .90 .80. Color Harmony. .70 .60 .50 .40 .30 .20 .10 0. 20. 40. 60. 80. 100. 120. 140. 160. H ue Difference in C IE LAB  4-18.. 

(180) t CIELAB  Z ∆.  _uv".wx. .90 .80. Color Harmony. .70 .60 .50 .40 .30 .20 .10. 0. 20. 40. 60. 80. Lightnes s Difference in C IELAB Luminanc  4-19.. 

(181) t CIELAB

(182) Z ∆  _uv".wx. 53. 100.

(183) .90 .80. Color Harmony. .70 .60 .50 .40 .30 .20 .10 0. 20. 40. 60. 80. 100. C hrom a D ifference in CI E LAB  4-20. 

(184) t CIELAB 

(185) Z ∆  _uv".wx. 95% CI Color Harmony. 80. 70. 60. 50. 40 N = 3675. 2145. 1890. 1650. 1200. 1005 1020. 945. 825. 465. 375. 180. 120. 15. 15. 3.8468 24. 7995 44.9482 64.6859 84.9301 103.9255 125. 3423 141.2555 14.5866 34.9015 54.8734 74.5109 94.7171 114.8370 133.9382. Hu e Dif f e re n c e in CI E L A B.  4-21. 

(186) 95%qyzvt CIELAB  Z ∆. 54.  _uv"..

(187) 95% CI Color Harmony. 70. 60. 50. 40 N=. 3870. 2745. 4.3565. 2535. 3120. 25.4771 14.8514. 1260. 810. 43. 8999 34.8808. 840. 240. 66. 7237 54.3738. 105. 88. 1398 71.5249. L u m in a n c e D if fe re n c e in C I E L A B.  4-22. 

(188) 95%qyzvt CIELAB

(189) Z ∆  _uv".. 62. 95% CI Color Harmony. 60 58 56 54 52 50 48 N=. 3855. 2910. 5.0154. 2895. 2610. 1500. 24.9046 14.8892. 930. 44. 5970 34.6354. 465. 300. 64. 3800 54.7780. 60. 81. 4658 74.5523. Ch r om a D if fe re n c e in CI E L A B.  4-23. 

(190) 95%qyzvt CIELAB 

(191) Z ∆  _uv".. 55.

(192) 4.3.2.  Moon and Spencer . 

(193) I, II, III, IV Moon and Spencer  . (1st ambiguity)!"# (similarity)!"$. (2nd ambiguity)!%&'( (contrast)!) *+,-'./0123. 45 6789:;</=>?@ABCDEFG9 Moon and Spencer @HI JK -"LM%&M )%&N@'. M 9OP2QRS-T/ UVWX9Y Moon and Spencer @HIZ

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