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- しらん おおふさ
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1 2004 TV Indexing Index Auto-Making Soccer Video Digests : U043-0 Katsunori Kawaguchi
2 RGB CMY HSV YCC
3 Index
4
5 RGB CYM RGB
6
7 3.1 Index
8 1 1.1 CS BS TV 1.2 Indexing [1] [4] [5] [6] [7] [8] TV 2 TV TV 7
![[1] [4] [5] [6]](/docs-images/43/23129808/images/page_8.jpg "[7] [8] TV 2 TV")
9 1 Indexing Index
10 x,y 2 (brightness) (gray level value) f(x, y) = g x,y g x,y T x,y
11 2 2.1: (raster) (raster scan image) 2.2: 10
12 2 2.2 (color model,color base) RGB RGB (Red) (Green) (Blue) (additive mixing) 3 R G B (8 ) CMY CYM RGB (cyan) (magenta) (yellow) (subtractive mixing) 3 (black) CMYK 2.4 RGB CMY C = 255 R, M = 255 G, Y = 255 B 2.3: RGB 2.4: CYM 11
13 HSV HSV (Hue angle) (Saturation) (Value) HSV H 0 2π 0 π/3 2π/3 π 4π/3 5π/3 2π 2.5 S V (Value) (Lightness) HSL HLS RGB HSV V = max(r, G, B) { 0 (max(r, G, B) = 0 ) S = 1 min(r, G, B)/ max(r, G, B) ( ) H = 0 (S = 0 ) (G B)/(max(R, G, B) min(r, G, B)) (max(r, G, B) = R ) (B R)/(max(R, G, B) min(r, G, B)) (max(r, G, B) = G ) (R G)/(max(R, G, B) min(r, G, B)) (max(r, G, B) = B ) 2.5: 12
14 YCC YCC NTSC(National Television System Committee) (Y,CIE Y ) (Cb) (Cr) YCbCr YUV YIQ RGB YCC Y = r g b Cb = r g b Cr = r g b M N (density histgram) 2.6,
15 2 2.6: 2.7: RGB (binary image) 2 2 CPU (Affine transformation) 14
16 (x,y) (X,Y) [ ] [ ] X Y W = x y 1 a d 0 b e 0 c f 0 X = ax + by + c, Y = dx + ey + f (x,y,z) (X,Y,Z) 3 [ ] [ ] X Y Z W = x y z 1 a e i 0 b f j 0 c g k 0 d h l (x,y,(0)) (X,Y,Z) 3 Z (X,Y ) 4 15
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![2 [ ] [ ] X Y Z W = x y 0 1 a d p 0 b e q 0 z 1 z 2 z 3 0 c f r 0 X = ax +](/docs-images/43/23129808/images/17-0.png "by + c px + qy + r, Y = dx + ey + f px + qy + r 2.8: 2.4 2.4.1 2.9 2.4.2 16")
17 2 [ ] [ ] X Y Z W = x y 0 1 a d p 0 b e q 0 z 1 z 2 z 3 0 c f r 0 X = ax + by + c px + qy + r, Y = dx + ey + f px + qy + r 2.8:
18 2! "$# % 2.9: (pattern matching) (template matching) 17
19 2 P i = (P i,1, P i,2,..., P i,n ) P T = (P T,1, P T,2,..., P T,n ) D u = n (P i,k P T,k ) 2 k=0!#"$!&%')( * 2.10: ( 2.10 ) 18
20 Index Index
21 3 Indexing Index 3. indexing!) * "$#&%('! ;< 8 "$#&%(':8 354 '7698 +,.-0/ : 3.2: 20
22 3 3.2 # #,+ %$&'( -/ "! 67 8:9<;= )%*% 3.3: Indexing 3. Index 4. 1,2 3,4 Index M 1. M S 1, S 2,..., S n T T 1, T 2,..., T n M = {S 1, S 2,..., S n } T = {T 1, T 2,..., T n } 21
23 3 2. Indexing S i Index I Si 1, I Si 2,..., I Si h S i = {I Si 1, I Si 2,..., I Si h} Index O 1, O 2,..., O l 3. P (S i ) P (S i ) = P ({I Si 1, I Si 2,..., I Si h}) = {I Si 1, I Si 2,..., I Si g,..., I Si h} {O 1, O 2,..., O k,..., O l } IndexI Si g Index O k m t 4. t P (S i ) S 1, S 2,..., S m m X P (S i ) m = {S r1, S r2,..., S ri,..., S rj } { X (k {r1, r 2,..., r j }) P (S k ) < X ( ) r i < r i+1 t j T rk k=1 3.3 Index Indexing Index
24 : Index 3.4: 23
25 4 TV Index TV [1][3] TV 4.1: 24
26 TV TV 4.2 Indexing Indexing Indexing 10% 50% TV 4.2: 25
27 4 4.2 TV 4.3 Indexing Indexing Index 4.3: 26
28 5 Indexing TV Microsoft VisualC (width) 320,360,640,720 dot (height) 240,480 dot 29.97fps 24bit Color VfW(Video for Windows) Avi M F 1, F 2,..., F framemax F i 27
29 F t F t+1 RGB S(t) k 5.1 M S 1, S 2,..., S n S i F j, F j+1,..., F k j = S i ST, k = S i ED S i ED + 1 = S i+1 ST 255 R(t) = r t+1 (i) r t (i) i=0 S(t) = R(t) + G(t) + B(t) r t (i) : F t r i S(t) k k = M = {S 1, S 2,..., S n } 28
30 S i = {F j, F j+1,..., F k } 5 = {F Si ST,..., F Si ED} 5.1: Y Y < Y cut Y > 255 Y cut Y cut = 40 F t h t h h 20 % H cut i 5.2 h t (i) : F t i Y cut Y 255 Y cut h(i) = framemax t=1 h t (i) 29
31 /. YX -W 0Z^ H cut = MAX(h(i)) 0.2(0 i 359) 5 h(i) H cut i H feild H feild A B CDEF 6b 798 c9d : e ; f < g = h > i 254 \5] `5a 0Z^ 132 [3\ _3` 0Z^ G HG IG JG KLG KMG KNG LKG LOG L PG HGG HHG!" H!I"G # #$&%('*)+,?#@#Q&R(S*TUV 5.2:
32 5 4.3 H feild H feild F Av F CH 6 60 (i 1) H 60 i(1 i 6) 6 8 H(f) f H Av S ted F Av = h i (j H feild ) /(S t ED S t ST + 1) i=s t ST S t ED 1 F CH = h i (j H feild ) h i+1 (j) /(S t ED S t ST ) i=s t ST S t ED H Av = i=s tst H(i) /(S t ED S t ST + 1) H feild F Av F CH H Av F Av,F CH,H Av k 1,k 2,k : F Av k 1 2 : F Av k 2, F CH < k 3, H Av k 4 2 k 1 = 20000, k 2 = 50000, k 3 = 500, k 4 = pass 1 2-pass
33 5 5.3: 5.1: F Av F CH H Av H feild 2 (r, g, b) = (255, 255, 255)
34 5 5.4: (h, w) (H, W ) 3 Ah + Bw + 1 Dh + Ew + 1 H = C, W = F P h + Qw + 1 P h + Qw Hough 2 Affine?? Y 2 S l e 5.3 e = 4πS l 2 33
35 5 5.5: 5.6: s
36 % $ # "! & ' 5 5.2: H(m) W (m) :
37 5 5.7: 5.8: Indexing Indexing 36
38 5 5.9: VTR VTR [d 1, d 2, d 3, d 4, d 5 ] (d 1, d 2 ) : (H, W ) (d 3, d 4 ) : (h, w) d 5 : 37
39 5 5.10: 5.11: 38
40 5 5.3 Index 1. (a) 3m (b) (c) 2. (a) (b) (c) 3. (a) 4. (a) (b) (c)
41 5 V s s A s(n) s 1 0 n W (n) W (n) W V s (s = 0, 1,..., scene MAX ) A s(n) = 1 ( n V s ) = 0 ( V t s W (n) = A s(n) W = Av(W (n) ) n Indexing m Indexing 40
42 5 5.4: 1 int[2] time[2] int int double double double double int double double double double int double double double double CK(IN) CK(OUT) FK(IN) FK(OUT) GK(IN) GK(OUT) SI(IN) SI(OUT) bool bool bool bool bool bool bool bool double GK int double 41
43 : % %
44 : % 52.2% 80.0% 6.3: % 92.0% % 88.6% % 87.5% % 88.2% %
45 6 6.4: % 67.5% % 53.5% % 84.0% % 68.0% % 68.3% % 62.5% %
46 6 6.5: % 87.5% % 89.1% % 88.3% % 86.2% 6.6: % 67.0% % 87.6% % 77.3% % 80.5% 2 > FK CK FK 4 30% 6.2 Indexing 2 Index 6.1 Index 45
47 6 Indexing (1) Index Index Index Index (2) Index Index Indexing Indexing (3) Index Index 46
48 ' & 6 C +,.- (*),.- / "!$#% $: < >@? <?FEHG = =BADC C ; $: < >@? <?FEHG I =KJ I =JLA INM ILM ILM 6.1: 47
49 7 7.1 Index Indexing OPTA [10] 48
50 7 7.1: 7.2: 49
51 [1],, 2001,Feb 2002 [2],, 2003,Feb 2004 [3],, 2003,Feb 2004 [4],,,, ,Feb 2002 [5],,,, TECHNICAL REPORT OF IEICE. PRMU ,Jan 2001 [6],,,, TECHNICAL REPORT OF IEICE. PRMU ,Jan 2001 [7],,,, TECHNICAL REPORT OF IEICE. PRMU ,Jan 2001 [8],,, - -, TECHNICAL REPORT OF IEICE. IE ,PRMU ,MVE ,Jul 2001 [9],V.V.Vinod, - -, D-ll Vol. J81-D-ll No.9,Sep
52 7 [10] OPTA INDEX 51
53 OB OB OB M2 M
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7 27 7.1........................................ 27 7.2.......................................... 28 1 ( a 3 = 3 = 3 a a > 0(a a a a < 0(a a a -1 1 6
26 11 5 1 ( 2 2 2 3 5 3.1...................................... 5 3.2....................................... 5 3.3....................................... 6 3.4....................................... 7
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34 8 4 2 Round 1 Round 2 SEMI FINAL 30 16 8 H1 H5 H1 H1 Red 12401821 2 Red 12601360 2 1-1 Red 12501915 1 1-1 Red 12501915 4 White 12900051 4 White 12600138 3 3-1 White 12802412 2 3-1 White 12801091 1 Yellow
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9 2 1 f(x, y) = xy sin x cos y x y cos y y x sin x d (x, y) = y cos y (x sin x) = y cos y(sin x + x cos x) x dx d (x, y) = x sin x (y cos y) = x sin x
2009 9 6 16 7 1 7.1 1 1 1 9 2 1 f(x, y) = xy sin x cos y x y cos y y x sin x d (x, y) = y cos y (x sin x) = y cos y(sin x + x cos x) x dx d (x, y) = x sin x (y cos y) = x sin x(cos y y sin y) y dy 1 sin
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...1... 3 1... 3 2... 4 3... 4 4... 5...... 6 1... 6 2... 7 3... 8 4... 9 5... 10... 12 1... 12 2... 13 3... 14 4... 16...... 19 1... 19 2... 20 3... 22 4... 24...... 25... 26 1... 26 2... 26 3... 26......
.1 z = e x +xy y z y 1 1 x 0 1 z x y α β γ z = αx + βy + γ (.1) ax + by + cz = d (.1') a, b, c, d x-y-z (a, b, c). x-y-z 3 (0,
.1.1 Y K L Y = K 1 3 L 3 L K K (K + ) 1 1 3 L 3 K 3 L 3 K 0 (K + K) 1 3 L 3 K 1 3 L 3 lim K 0 K = L (K + K) 1 3 K 1 3 3 lim K 0 K = 1 3 K 3 L 3 z = f(x, y) x y z x-y-z.1 z = e x +xy y 3 x-y ( ) z 0 f(x,
KLV-15AP2
2-590-527-01 (2) KLV-15AP2 2005 Sony Corporation ... 2... 3... 69 3 69 2 69 1 1 149 Input Select button page 49 148 Memo button page 48 / 143 Channel +/ buttons page 43 /143 Volume +/ buttons page 43 Power
GE5000シリーズ ユーザーズマニュアル プリンタードライバー編
T-984P-6B MA1406-C 2015 6 15 3 1.Windows...3 2....6 3....7 3.1...7 4....9 4.1...9 4.2...12 4.3...14 4.4...16 4.5...18 4.6...20 4.7 GE5000...21 4.8 GE5000...22 4.9 GE5000-BR...24 4.10 GE5000-BR...25 4.11...27
[ ] Table
![[ ] Table](/thumbs/96/130290982.jpg "[ ] Table")
[] Te P AP OP [] OP c r de,,,, ' ' ' ' de,, c,, c, c ',, c mc ' ' m' c ' m m' OP OP p p p ( t p t p m ( m c e cd d e e c OP s( OP t( P s s t (, e e s t s 5 OP 5 5 s t t 5 OP ( 5 5 5 OAP ABP OBP ,, OP t(
S: E: O: C: V : 5
( ) 2004 1 S: E: O: C: V : 5 1 1 2 2 2.1.................................... 2 2.2........................ 2 2.3........................... 3 3 7 3.1.................................... 7 3.2....................................
1 1 2 65
3 3 2000 6 14 2 30 4 2 1 1 2 65 1!?? < > 3 2 2 100 19 19 100 100 100 < > 19 2 2 2 2 < > 2000 2000 50 1945 5 50 1945 5 45 20 20 4 1945 4 5 5 5 100 50 20 5 2 20 5 20 5 5 6 20 6 19 5 5 6 5 6 2 20 6 21
1 8, : 8.1 1, 2 z = ax + by + c ax by + z c = a b +1 x y z c = 0, (0, 0, c), n = ( a, b, 1). f = n i=1 a ii x 2 i + i<j 2a ij x i x j = ( x, A x), f =
1 8, : 8.1 1, z = ax + by + c ax by + z c = a b +1 x y z c = 0, (0, 0, c), n = ( a, b, 1). f = a ii x i + i
( )
18 10 01 ( ) 1 2018 4 1.1 2018............................... 4 1.2 2018......................... 5 2 2017 7 2.1 2017............................... 7 2.2 2017......................... 8 3 2016 9 3.1 2016...............................
1.1 ft t 2 ft = t 2 ft+ t = t+ t 2 1.1 d t 2 t + t 2 t 2 = lim t 0 t = lim t 0 = lim t 0 t 2 + 2t t + t 2 t 2 t + t 2 t 2t t + t 2 t 2t + t = lim t 0
A c 2008 by Kuniaki Nakamitsu 1 1.1 t 2 sin t, cos t t ft t t vt t xt t + t xt + t xt + t xt t vt = xt + t xt t t t vt xt + t xt vt = lim t 0 t lim t 0 t 0 vt = dxt ft dft dft ft + t ft = lim t 0 t 1.1