Docsity
Docsity

Prepare-se para as provas
Prepare-se para as provas

Estude fácil! Tem muito documento disponível na Docsity


Ganhe pontos para baixar
Ganhe pontos para baixar

Ganhe pontos ajudando outros esrudantes ou compre um plano Premium


Guias e Dicas
Guias e Dicas


Apostila Processamento de Imagens, Notas de estudo de Engenharia de Telecomunicações

Apostila de Processamento de Imagens, com aplicação em visão computacional, reconhecimento de bordas, segmentação.

Tipologia: Notas de estudo

Antes de 2010

Compartilhado em 23/10/2009

luiz-pinheiro-duarte-7
luiz-pinheiro-duarte-7 🇧🇷

7 documentos

1 / 141

Toggle sidebar

Esta página não é visível na pré-visualização

Não perca as partes importantes!

bg1

 "!#$&%'(
)+*-,/.10#2/3546*-,/7+8
97+8;:=<?>A@
B
,/<C*DE8#<?F+2/GH3H<JIK*-I#2L*M:6@7+NJ<J,O*PI#7Q9*-G=*-8@*
LR0#GH3H7Q2/SUT 2/3A:=G=*-I#72/SVW8X>-@7+GHS*M:=<J,O*PY5Z#NJ<J,O*-IK*
Y50#[+0#3A:]\+^6_-`+`;a
pf3
pf4
pf5
pf8
pf9
pfa
pfd
pfe
pff
pf12
pf13
pf14
pf15
pf16
pf17
pf18
pf19
pf1a
pf1b
pf1c
pf1d
pf1e
pf1f
pf20
pf21
pf22
pf23
pf24
pf25
pf26
pf27
pf28
pf29
pf2a
pf2b
pf2c
pf2d
pf2e
pf2f
pf30
pf31
pf32
pf33
pf34
pf35
pf36
pf37
pf38
pf39
pf3a
pf3b
pf3c
pf3d
pf3e
pf3f
pf40
pf41
pf42
pf43
pf44
pf45
pf46
pf47
pf48
pf49
pf4a
pf4b
pf4c
pf4d
pf4e
pf4f
pf50
pf51
pf52
pf53
pf54
pf55
pf56
pf57
pf58
pf59
pf5a
pf5b
pf5c
pf5d
pf5e
pf5f
pf60
pf61
pf62
pf63
pf64

Pré-visualização parcial do texto

Baixe Apostila Processamento de Imagens e outras Notas de estudo em PDF para Engenharia de Telecomunicações, somente na Docsity!

9 7 +8;:=<?>A@B ,/<CDE8#<?F+2/GH3H<JIK-I#2L M:6@ 7 +NJ<J,OPI#7Q9-G=-8@*

LR0#GH3H7Q2/SUT 2 /3A:=G=-I#72/SVW8X>-@ 7 +GHSM:=<J,OPY5Z#NJ<J,O-IK*

Y50#[+0#3A:]+^6_-+;a

AB& C  ED, F' ! !"E+=&? G!"4AH',3IJAD$+LK<AM%N(O+  & P Q

()"K< (SRL T U ,RL?& V? $RWX;Y$RL? Z IJR? [WX [  

!1\ ;< TH  ' ]Y/ [RL? ^&  N(`MV G$ 'H0 Z(ba cdeZP"&F VT'f!"79 :&L(g;< :& ()&'102[79 !" ! h? ,D, F'  &L!"MV  4 'H0G(8a cde)f4T'@!"E#%"&,(iAL"  ()&Gj>,,? j!" ;<(4T G? kD, F'  &@!"9l 'U  ? T @!"m+() .nT 6 'H05( acdXoXQ

WX p  )=& )!"@ &  3 ?  (q "  ()&5!"@ (4T Z T()&'1029!"6 (4T ZB()? T 6(4=&(r=& /3  U ()&/!" !" 2  Q

()9!"9 "  ()&@!"4 (4T f  :&)( !" XF? F%&   f!"](GK  2!" )()  () )!"9FX 2m=& '?V9&  ?[9(  )'()&'

 :/!" () U 5 " (4=K< G9(4 f  CF?H!  fX&''!" ,  *! !" f!"

 :&(4/FX ?UX (4 Qm>  /!"3 "  ()&/!"3 (4T j&( ()  G!"6T  =&'_F %!" $  '  $!"9() "&'!"f :@ T  3( &() f!")F? "! !")4!"

()(r )!"  G F[ =F= [ ?102 @ ( "& ) " ()Q

>k()&'%! 9 ,!"L "  ()&V,? L!" (4T *  (E ?".-  &'

()4 V()=FX ()&Z !" :&02 ZX ?() 1024!"jP :& [(b (44)!"f(4  '

9 ? F$/ P ?(4@  :&9 _k()'f& !!" j  C  f( !" 2 

FX ()&(4!" Q () "&'!" !"FH& ()  !" & L &'T (

f 10f!"V XF :& T102*'$ :& H (4$P ,!"% U ()&$,!",".-  Q

WX( &'102,C   Z=h2/[  CF?X"& 'BV(4 ()"!"?  H()&'()&'

 / &'( k() ?" !!"5!"/ (4k ? !!"Q #%& !" :&/& !"/FX :&' ZV

!"   ?p!"m "  ()& !"m (4T m? '()&/ (4b k(E ?& !"   ? XF? F!"$  !" F'  H()fRL? &  Z &  Z;<&? T- >,&  ?.Z"+.- !  +() "&'102Gf"&' Q

F

FX  

  5 C  5  5 3 "5  / & Qa ; 7#%lVM #D$+ 0 >^2 Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW$ * & Q $ 7 Rl # WA #%l A MgA #%l  QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW$X+ & Q $"Q a # + 0 X2 #R! ;W"l Y$M,>%7/> Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW$o & Q $"Q aQ a 7 9"!" 102)!"$U :&T'(4qQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW$d & Q $"Q aQ $ R?  10 2G!"$U :&T'(4 Q$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW$d & Q $"Q aQ & R   102G!"fU :&T'(4 QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q & 8 & Q $"Q $ >,  ()'()&L%h"? QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q & a & Q $"Q & 7 9"!" 102)!"j&' :& QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q & $ & Q & 7 Rl # W3#R.%;;7#! > #$+ 0 > Q$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q & $ & Q &Qa MV !"H024!"fC !"G? G( !" )!"$( ?& ? V (4T QfQ$QfQ$Q && & Q &Q $ ?&'T( QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q &e & Q &Q $"Q a l' :(4! E!"j    QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q &e &Q &Q $"Q aQ a ;<&"!"H02 Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q &e &Q &Q $"Q aQ $ ?&'T( ? 4l' :(4! E!"j   Q$Q & * & Q &Q $"Q $ ?&'T( %XF? H02 Q$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q & * &Q &Q $"Q $"Q a ?&'T(   =K P  QfQ$QfQ$QfQ$QfQfQ$QfQ$Q &Xo &Q &Q $"Q $"Q $ ?&'T(   =K<? &'mQfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q &d &Q &Q $"Q $"Q & 7 9 !"  10 2)? "?1@ ?&'T(b! )7g !"  Q$Q &c & Q &Q $"Q & ?&'T( h2)? @Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q e 8 &Q &Q $"Q & Qa ?&'T(b! )'!"( j ?&'T(b! )79 !" ge 8 &Q &Q $"Q & Q$ ? &'T(b!"#%TK<7/=&' (4EQ$QfQfQ$QfQ$Q eK$ &Q &Q $"Q & Q& ? &'T( U()(r  Q$QfQ$QfQ$QfQfQ$QfQ$Q e& & Q &Q $"Q e MV ? f!"$P'!  [f!"&'? U QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q ee & Q &Q $"Q * '!"[!"j!"   10 2jQfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q ee &Q &Q $"Q "Q a Y'!" &6QfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q eK* &Q &Q $"Q *"Q $ '!"V!"jAL V && QfQ$QfQ$QfQ$QfQfQ$QfQ$Q e+ &Q &Q $"Q *"Q & '!"$af!"EWXP? QfQ$QfQ$QfQ$QfQfQ$QfQ$Q e+ &Q &Q $"Q *"Q e '!"-$G!"EWXP? QfQ$QfQ$QfQ$QfQfQ$QfQ$Q e"o &Q &Q $"Q *"Q * % ?  qQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q e"o

! 5 "3"5   >   5 3 "5   eQ a ;7#%lVM #D$+ 0 >^2 Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW"a eQ $ W"RY$7/R)#%l >$+ 0 >^2 A MgM,RY; >^2 QfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW"a eQ $"Q a 7 g&"!"4!"f#% FX 2)j  2 QfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW* $ eQ $"Q $ %h ()   10 2Ef(E ?& K?()   10 2 Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW* $ eQ $"Q $"Q a ;<&"!"H02 Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW* $ eQ $"Q $"Q $ %h ()   10 2ET? P?iQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW=e eQ $"Q $"Q & 7 g&"!"G,RL& G!"%h KT%hGQfQ$QfQ$QfQ$QfQfQ$QfQ$QWX+ eQ $"Q $"Q e 7 g&"!")!" &'  QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QWX+ eQ $"Q $"Q * %h ()   10 2E? "?h! "&'=& F=@QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QWo eQ $"Q $"Q + 7 g&"!")!""#m? ? [QfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QWo eQ $"Q & 7 9 ?& K?()   10 2 QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QWd eQ $"Q &Qa ;<&"!"H02 Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QWd eQ $"Q &Q$ 7 g&"!")!"j K+U  T%$L Q$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QWc eQ $"Q e R ? UG!"f (b( &"!")!"f? ()   10 2rQfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q + a eQ & W"RY$7/R)#%l >$+ 0 >^2 A MglVR('lVD%M,> Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q +& eQ &Qa l3  GR :&'=&_C :&  Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q +e eQ &Q$ l3  GR :&"& '? Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q + * eQ &Q& l3  GR  ^&'? QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q ++ eQ e W"RY$7/R)#%l >$+ 0 >^2 A M + #%l M-# Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q +Xo eQ eQ a #%& 2 0 4!"jAB& QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q +Xo eQ eQ $ #%& "024!"'&'!  Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q +Xo eQ * R)# %>%+Rr#R(& M,#,>W6Rr#RlVR[+V+ 0 >^2 #*R + #%l M-# W Q$QfQ$Q +d

  FX 

eQ *"Q a AB' T 02G!"E+&  QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q +c eQ *"Q $ l' :(4! E!"!  TU Q$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q o 8 eQ *"Q $"Q a #%& "024!"$&' [? )l' :(4! G!"!  TU3QfQ$Q o 8 eQ *"Q $"Q $ #%& "024!"fC ' ? ? )l' :(4! G!"!  TU Q oXa eQ *"Q $"Q & +?  2) P $)l' :(4! G!"!  TU QfQ$QfQ$Q o& eQ *"Q & l3   [!")T'= QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q o_e

 3 40P     3 "  5 C3  9   "Q a + #WX;:#RM,>$+ 0 2 RW6Y$RM,>,;W QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q oo "Q $ + #WX;:#RM,>$+ 0 2 RW];7#,;+;:>,;W Q$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q o=d "Q $"Q a l' ?  10 2EEWX ()&  QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q o=d "Q $"Q $ '102 [!"j79  , XHQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q o=c "Q & AM AMV;:R#,>%#RW& >WX;+>W QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q o=c *"Q &Qa AL  ! !"$!"$;<XF=<- @n)l' ?  10 2 QfQ$QfQ$QfQ$QfQfQ$QfQ$Q o=c *"Q &Q$ AL  ! !"$!"$;<XF=<- @n)79! H0)!"jR ?  Q$QfQfQ$QfQ$Q d 8 *"Q &Q& + U  ()&%h"?rQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q d 8 "Q &Qe +& X ! !" QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q d a "Q e ARM,>%# M,RW37 M, % Y;+ W&;7# >%MV; W & >WX;+ W QfQ$QfQ$Q d a *"Q eQ a >%  ^&]!" T &'?kQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q d a *"Q eQ $ '!" ? ()&' Q$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q d$ *"Q eQ & RL 2EP ,  QfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q d$ *"Q eQ & Qa AL () 'E#%  02 QfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q d$ *"Q eQ & Q$ WXT ! )#%  02 QfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q de *"Q eQ & Q& RH & V! G 29QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q d+ *"Q eQ e #% ?=&'102)P ,  Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q dXo *"Q eQ eQ a AL () 'E#%  02 QfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q dXo *"Q eQ eQ $ WXT ! )#%  02 QfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q dc *"Q eQ eQ & RH & V! )!" ?=&'102 Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q c 8 *"Q eQ * AL  ! !" ! 4RL 2Ef! 4#% ?=&'102GP ,  ]QfQ$QfQfQ$QfQ$Q c a "Q eQ + AL   [?    V!"$? ()"& V :&"& '"& qQ$QfQ$QfQfQ$QfQ$Q c *"Q eQ o #%& 2 0 4!"fP'!  QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q c+ *"Q eQ d >,P& 'GP , iQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q cc *"Q eQ d Qa #%  024! )P& 'GP , 6QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q cc *"Q eQ d Q$ RH & V! )P& 'EP , bQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Qma 98 $ *"Q eQ c 'U()&)P ,  Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Qma 98 & *"Q eQ c Qa #%  024!"G 'U()&)P ,  Q$QfQ$QfQ$QfQfQ$QfQ$Qma 98 & *"Q eQ c Q$ RH & V!"G 'U()&)P ,  QfQ$QfQ$QfQ$QfQfQ$QfQ$Qma 98 * "Q eQ a 98 AL  ! !" ! 4P& 'Ej!"G 'U()&@Q$QfQ$QfQ$QfQfQ$QfQ$Qma 98 d "Q * + #%#%;+; #%> %h;:#,>%#R RrM,R[+ #W"lVM[D$+ 0 >^2 QfQ$QfQ$QfQ$QfQfQ$QfQ$Qmaaa *"Q *"Q a ;<&"!"H02 Q$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Qmaaa *"Q *"Q $ RL 2Ej#% ?=&'102)!"   P ,  mQfQ$QfQ$QfQ$QfQfQ$QfQ$Qmaaa *"Q *"Q & R "() ? V!"f!" ?=&'1024!"  ? P,  Q$QfQ$QfQ$QfQfQ$QfQ$Qmaaa *"Q *"Q e >, ?102 V! )!" ?=&'102)!"  ?1P ,  QfQ$QfQ$QfQfQ$QfQ$Qmaa?$ *"Q *"Q * MV  :&H02GP ,  &  Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Qmaa9& *"Q *"Q + MV  :&H02GP , B"() ? QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Qmaae "Q + R('RM,+ ;+; W Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Qmaa c

         

aQ a >% V&' V! GFX 2)UX (4 Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q $ aQ $ R :&"& 'E  ?h!"f (i  :&(4)!"fFX 2)&  ?rQ$QfQ$QfQfQ$QfQ$Q o

$ "Q a ;<(4T(S& ! %(  N $*X+,C F !"[ %PNa9+%C F !"V  N 2$GC F [!"f  QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q aa $"Q $ (4=&! WX; XIJNh7/=& LF= !"%!")8VT'j-& + 8 [T' ZXIPNW"=& '102 F= !"4!">846aZhIJ N;<& ! !"$F= !"4!">846a Q$QfQ$QfQfQ$QfQ$Q ae $"Q & 7 /&!"]) =& '102EjG &  !!"$(8a 98 8 ]Q8Q$QfQ$QfQ$QfQfQ$QfQ$Q ae $"Q e 7 /&!"]G(4=& $jG & ! !"$(8a 98 8 ]QQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q ae $"Q * 7 /&!"]G &  !!"$(8a 98 8 ]QQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q a?* $"Q + MV?  10 24!"f [&$ (4=& P:<;>= D>M NQO QQ$QfQ$QfQfQ$QfQ$Q a9+ $"Q o AL&) G(4=&4!"f D>M NQO QQfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q a=o $"Q d eK FX   UH0]Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q ad $"Q c d=K FX   UH0]Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q ad $"Q a 98 >,- T ? ,!  V!" F'  &'102 QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW$X $"Q aakWX :&(44!"jX'!"!  ? G&' :(4102E'  ^& F= Q$QfQfQ$QfQ$QW$"a

& Qa R  "() ?4!"f (4T( j 6U :&T'(4G  " !"@QfQ$QfQ$QfQ$QfQfQ$QfQ$QW$o &Q $ R  "() ?4!"f()? U G! 4!"  ()-  QfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW$d &Q & R  "() ?4!"f ()  10 2)!"j!"  !!" Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW$c &Qe R  "() ?k!"@ ?  10 2m!"@U :&T'(46N< (4T(  T ?PNGU :K

&T'(4/ !"&3 Nj (4T( ? ! 5!NjU :&T'(49K

!"&`QfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q & 8 &Q * AL C  )! G()"!" 1024!"4&' :& QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q &$ &Q + R  "() ? !"$  ^& [!"f   V!" HN ( &GPN[!" & [ N (4)?  U)U  &'?1!N (b?  _- T Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q &e &Qo R  "() ? 3!" ? &'T( ?  l' :(4! !"m    kN4 (4T(  T ?(b? U ,P ?C Z"PN[  ^&]!"E   % !"&Z N (4T( ? &'! GV()h02)!" [  V!"$ h-  Q Q$QfQfQ$QfQ$Q &+ &Qd  H02]!"*&' : - E!" ? &4!"'&"&&&U Q$QfQ$QfQ$QfQfQ$QfQ$Q &Xo &Qc ?&4  ()f ' ? Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q &d &Qa 98 p ?&4T    6Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q &d &Qaa ?&4"  ?h ' ?@QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q &d &Qa ?$r+()'102]!" ? &6! ]( !" ]G!" ? &@!  !" ,N, (4T(  T ?.ZPNB( !" $( (4  ? <&&GZ N () !" f(  (4  ?  & &Z!N( !" G(b (4  ? "Z"_N() !" )(b (4  ? * ea &Qa 9&pMV  :&' V!" ? &4?  [j! G() !" )4? T  [   V!"$& :& QfQ$Q eK$ &QaerMV  &'102%!  c%(r ' h!" ? &%h2%?  B!"P#%TK<7/=&' (4pe & &Qa ?* ;<& &'102)!  [ "(4102 X&'C!  ? 4T'!" &rQfQ$QfQfQ$QfQ$Q eK* &Qa 9+pR "() ?)X (  )! ) ?102)!")'!",Y'!" &jY @!"fAL V && e+ &Qa=o R "() ?)!"T'!" &%? G'!"a!"jWXP? HNL (4T(  T ?.Z PN[(r!" ?4!")T'!" &Z" NT'!" &>; ZNT'!" &>; QfQfQ$QfQ$Q e"o

& QadpR "() ?X (  !"9 ? 9!"@P'!  )?  % ?  mX (  ?  !" ()  ?`Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q ed & Qacp7  'G!" % ?   Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q ed & Q $X8pR "() ?)X (  )! ) ?102)!")'!"2% ?   Q$QfQfQ$QfQ$Q ec & Q $"aR "() ?4!"% ?   Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q ec

eQ a WXT()&'102G,!" FX 2 Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW* $ eQ $ AL"  )!"f!" FX 2)$ 2)C,%!X& QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QWX& eQ & WXT()&'1024? 3 "  ]!"G!" FX 2K. 2 N[ (4T(i T ?.ZPN !" FX 2Z N[!" FX 2K. 2Q$Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QWX& eQ e WXT()&'1024? 3 "  ]!"G!" FX 2K. 2 N[ (4T(i T ?.ZPN !" FX 2Z N[!" FX 2K. 2Q$Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QW=e eQ * ;<h-H05!"mF=? )!"m? () 4 P 65? ! !"@! 5? ()   10 2 4N (4T(  T ?.Z,PN]U :&T'(4 Z% N]? ()   10 2 ( F=? X8 Z!N ?()   10 2)( F=? fa?X8E_N? ()   10 2G( F=?  $X& kQ$QfQfQ$QfQ$QW * eQ + R "() ? !"%? ()   10 2fT? P?,? "? BNH (4T(` T ?.ZPN(%h (GK   10 2GT? P?1!" :&hZ NP%h ()   10 2E? "?h!""#m? ? iQfQfQ$QfQ$QW*c

eQ o & C   j&' !" j? 5(E ?& K?()   10 2 4Nf (4T(  T ?.ZBPN

+?   4aZ N%+?   $"Z N%+?   & Z_N%+?   $eZ 'N,MV  ?&'!"]! )(E ?& K ?()   10 2)() ?&' QfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q + $ eQ d R "() ?4!"$&X& ' QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q +&

eQ c 7 9 X& ' !"/&X& ' 3!"9& p _FZ[ T ? Z[T'X ?!  Z'? ?  Z

 !" jQfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q +e eQ a 98 + :&H02!"&X& ' IJN AL () & F=!"&X& ' Z IPNBMVT'CB  B[Z IJ NVD% 4!"fF[  T' Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q ++ eQ aakWXT()&'102? k'!"]!"/79'_F kIJNG (4T(q T ?.Z$IPN (4T(bP  ! G!" [& V!"f79'_F 4QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q +Xo eQ a?$.,%? ! !"E!"3Y*'!" & $IJN[ (4T(i T ?.ZhIPNV(r!" ?3!"]T'!" K &&  &ZhIJ N(r!" ?4!")T'!" &Eo oqQfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q +d eQ a9&pAB  G!"]& G)& V!" Vh!" T [!"j (4 QfQ$QfQfQ$QfQ$Q +c eQ aerR "() ?9!"4!"& "029!"4C ' ? %? @l' :(4! 3!"!  TU 4IJN

(4T(  T ?[(qC F )!"/  Z*IPNE&'P? k!"9 (E ? 10 2rIJ N

FX ?  10 2& !" ()  ?! &'P? f!"% (E ? 10 2)IJ!NHFX ?  10 2

P !" ()  ?!" V& [!" V!"  Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q oX$ eQ a?* MV?  10 2)&f)!"  2 0 )!")T'!" &$f4!"  2 0 )! E&' T&fQfQ$QfQ$Q oX$ eQ a9+pR "() ?G!"$!"& "02G!"$C ' ? L? Gl' :(4! f!"!  TU3X (4 (4T(i() ?  Q Q$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q o&

eQ a=o RL? ()&4!"fP'! G&$ [ "? 4I N4I NjQfQ$QfQ$QfQfQ$QfQ$Q o_e

eQ adpR "() ?m!"6!"& 2 0 5!"6& 9GT'= )Nf (4T(  T ?PN

& ) !"!")4()  U4!"$() , :& QfQ$QfQfQ$QfQ$Q oX* eQ acrY*'=) !")'G)!"& 2 0 4!"j& )! G (4T(b!  T ' eQ ad`Q o+

  • "Q a R "() ? V!"f ?  2)!"4? ()&) :&"& '&$X (4G (4T( P,  oo *"Q $ R "() ?4!"f &'102G&$)? ()&) :&"& '&$f) (4T(b   o=d *"Q & l' ?  10 2G$U ()&&  Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q d 8 *"Q e l' ?  10 2Gf  ()& @QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q d 8 *"Q * AL C  )! G 2GP ,  Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q d& *"Q + ;<& &'102)! G 2GP , E? 4  P"&'102)!"f79  , XOQ$QfQ$Q d * *"Q o R "() ? V!"f 2EP ,  Q$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q d+ *"Q d AL C  )! )!" ?=&'102GP ,  QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q dd *"Q c R "() ? V!"j!" ?=&'102GP ,  Q$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q c 8 *"Q a 98 pR "() ?4!"j() 02)!")? ()&) :&"& '&$,!" ?=&'102 Q$Q ce *"Q aaR "() ? V!"f? ()& [ :&"& '& 3Q$QfQ$QfQ$QfQfQ$QfQ$QfQ$QfQfQ$QfQ$Q c+

$     

& !"G! EFX 2E"!"f [  !"'!"jG() G(4   &$!"f *G [UX (4 

!" h2]'9"&'E j "(4102 f T !  $ 5(EP &3 3/' Q/>,? T (4  ?102 )!"@ (4T )/? T  E&  ]!"9 (4T G  (  (4m &'102mFX ?

P :&'&L &  WXU dXo QB>  !!"LUX (4V'V "  1 & &' () 

& !!" E!"3! !" E!"]=&  9FX ?()& F=95!" XF? FX ()&/!"4&   f

!"   & F ZB!"]()"!"59X&!"E :&'9 /! !"43   P?!!"3 ! @(4 Q

 U  ()& !"m()k T9  :&(4kFX ?,UX (4  5!"m? T (4 )&   !" C F 'j()? U[!" [E (4T( Gn ?102G 2E ()&'& 'j"!"

 " ?'V(4 V  &()&j V  '  V!"E  :&(4 ,!"j "  ()&4!"j (4T

B BdXo QH>p"& ? 10 2$! % (4T( %(4*!" T &'?&%  CF?$ G "  ()&

() "&' ?.Z  ()&'!") )? !!"Q

 :&(49FX ?LUX (4 9K< 4/() ?"/  :&(4@P ? T 9 ]() &3

U()(g[ & &'102V! ['!"  10 2? &(4T[& !"V  ^&VFX CF?.QhR :&LP ' T  '102   ? T  !"G? U)UX (4 Z" 6 "  G!"fXF' 2E!" :&'E'!"  10 2

(i   [   f'102 !"f "  ()&)!"fP "Z"( !" Gj? &)C F?1 

"( (i!" F'  6  !"] P 6I T ' aQ a_N 

3 5 547698:8^ ;<>=%? 8 :69@^ ;^6 98BA9C%4769@^ <^8 <^8 ED^ <GFHFI?KJL?KM ;<N=%; A9C%O

f'  $? ()    Z =F & f!")& jX& Z 29& !" f?  j "K

C  E!" EP :& ZL! !"m   (@ZH T( 5   G 6F 2 5!"6&5

 :&(4GFX ?.Q

3  ?QPR? D P;<N=%< 8 B8:69@^ ;^6 98SA9C%4769@^ <^8 <^8 TD^ ?A<^8 :698U^?^4 ;WV 6 98:C^ ;A

AH'j *   [     (  P !" !" ! ()&ZX 2G      : :&

!","E!"? ()    !!"ZX   ( ()Ej" :& - j!"% (4G  C  %  CF?

f?n  Q(#, (  :&(4jT - ZE :&'?  Zj&'(4 U E! j  ?E*j&  ZK

 ^& F=()&ZJ( j?   !"QB#%%()"!"G,? TfE!"% (4E-(4'

&T G f"? )4? f ] ? ]!" ? ()Z)? j  ! 4!"f (4] 

"? ! 4? 6 :&'? 3!"3? UZ(4!"] (43 (4T(i(  "& ,!" :K

& !"?  $ P %E  C  ! j&  Z" ?  ? L F  L!" () !   

$P :& & E #%d aX Q

m( (  :&(4k&  ?.Z&() 4 (  : & !"/? & Z[ ( ()  () !"3()=FX ()&'1029!  E() (4 ZB ( !" ='T(4@3 (45  C  3  CF? 

!"!"j!"4  :&(4G(b"& ? 10 2Q

a

!"j! !" ['G&, (44()'102E&j) "(4102G P !)j? T 

!" 2  [!"f  &102 V ()? U& V(4!"   GP Q

3 ?^8 D^ <^8 U^ ;  ?KF V <^8 ;

#%$ (4E(4ET'?.Z4 P f *'GE& !!"$XF? FX! j ) "   IP '10Z Z"&'Q QQNE (4G  :&'E!"!"&f! ) ()? UH0j&'! j h2/&'! @3 '@m()&'()&/!" !"Q+ /&'j ( !" 2 /!"  U !"/  =FZ 5 P @&( 9J ?!!"3!"@?    h=K ?@ P f!"f! !" [$& 2 )   -K ? Q

3 ^8 :8:694769A^ ; P;<>=%; 6 9@^ <GF 4 ; P;<

* ()3G]=&  3!"G!"  2 % E *  :&(4 %FX  ,T -  % 23=K

 [!"$ "  J!"4)!"FX !)   () ? 10 2Ef! "&'102G&_C XG!"4  :K

&(4 j X&(4()&f? F=! Q =&?  U  ()&3 &_C 4f&  ? T 

h2k() &/&'?*!" () U 5 (4k ? Uk( '!   T =& F= !"/ "K (4102k$(bT'? &! Q

3 5 ^ P^6 ?^ @ P^6 ;>=%< D FI<PR? 8 :8^ ;^4 ?@ U<

&()m(  ] E  :&(4 jT -  f!" () U( / "  ()&9! 

"(4102k$]   &f$4    E')) P FX F - E!" VT () Q

jf .- j!"E "  ()&j&  ? ()h2* "  B :&02 Lj&()G!"

  :&'E    G)(E &' V ?102 Q

3 ^6 V ?KF 8 :6^ =%;=%?W=%<N; 4 L6^ ?@ U?

RL& ( ? ()[&T %   " ( $C F?"!",   P?!!"Z& 

"!"E! "&', 4   P ?!!"j(i (4)F= :&')T(4 Z %() ]!"E! "&'102

C ()  (O  V "& [f? )J=&]!"E f VP :& & V 2)   ? =K

!" H'$P  H & ! !" L?  ()    ,IFX 2j & N ,  H'f? &'

& ! !" IFX 2,& N^Q > & V"!"&'(EP[( ! "&'BVF=  10 2 h? K   "( X (4E (4T(@Z(E! !"EE? () [!"   P?!!"*!"$ ? ?

 "&'  !" FX !" QLG ( ? ()fh2G&(b   " P ?! !"Q

UP ?! !"f!")? U )(i!"  () V&$F[  C F [!"fP  ?U $ (44"K  !"'102/ ()&'&3'5m  &'1025!" E  ?&'!" G!"m "  ()&

!"@ (4T Q >iJ  m!" GC F )!"@ &  !!"6?  ()  ?[k  :&(4

FX ?UX (4 j"!"* %! "&')%! j'!"( !"Ea 98 88 Q! $&'(EP[ (   !"F?

FX !1- /" ()&'?V!"9 6mP  ?U k  P :& FZ  6mP  ?U 'P !"

? 9  :&(4@FX ?HUX (4 Z  @ (43 H029? T_C &() 3! @ & ! !"4! 

?    !"& G? U QHAH'f)  :&(4jFX ? UX (4 G"!"[' P ,&"! 

jJ )!"f & ! !" ZX"* (4G(E! H0)! ) G   P ?! !"$T? P?.Z" (

 ()- 9 U !"/()9! "&'102@!"4P  ?U Q4#,9 9!"4 (499(GK

?  Zh/  :&(46FX ?Hh29 ]! "&'@6 (8C F?3  /!"4 & ! !"Z(4

 ( 6 ( C F?B( !" 9 ]!"!"3!  $   ! !" $!" :&'9 Q >n () !"! 

 ,E? UEj'ZEC F?!"*! "&'102f  :&'&=-  "&j( & j!" :&'

( !"  Q#%[()"!"$%P"&B (4%FX ?  10 2* _F',*? U Z=', (4%T'!"

?   !"&  V!"$ (4T(@ZX (4? ()&/%    j (4GT(4E( (4 [!"

a 98 8 EC F [!"f &  !!" Q

RL(  H02 !" 4! !" 4&  Z"!"() 4 :&'=&'] 9k !!"9!"

T () 4!" m! "&'(   &102 3 =F= ZV  ]Fn  6!"F'  Z35XK

&(4()&6Pm!"k()'! 5(  )  :&(4 4&   Qr+!"02

e      "   

!"  & 3!"5 ?() 102ZV "(4102k ()   k ' ?.ZV!"(4102 !

(4T(iG"& VJ=& %" T(i :&"& ' *!"j&'=&'()&6! ] "(4102]XK

&(4()&f %F 'G f)  U  ()&)  E &]!" ! ()&Q

E  :&(4 G!"3FX 2/&  ?FX (@ZL( mhC ?/!"m U ()&5!"6!" F' 

  9IP ? T  Z[() !"   ZV(E  102FX ?.Z[? &=-  Z[(4=&(r=&  Z[() -  N^ZP"&4 (q : &k!"6&   E@()&"!"? T  G @  ( !4  &9

!" XF? FX ()&9!")&  $4 "!""& j   &()&4  & f3 %F *'

 ?102 B =&  QL+ &'=K< Z()f"() ?Zj"&(4=&  10 2f!" L "   H!"%&K

? !"? !!"Z_ !"& 102V?    102,!" "!""& h" ?'102V!"(EP &

!" F'  Q

"  ()&]46,? )!"G (4T /G (46.- 3 )() &)()"!"  Z

? BV(4  ?H (4T H!" T &' Z T ? ()&[&_C X Z*& L!"V ( (GK

 "&'!" Q $? T &() %!") "  ()&3!") (4T $ 23 " !" ()& *  K<=K

  4'4& () * ,'102 ,!"f&'=&'()&3!"E (4T Q,>S :&'102]!"E " :K

()&m!"@ (4T G!"F3 E& - jJ ?! !" 3 E()  )!"@!" T &'? =K ? ZL!"

FX ? =K ? j!"f(4  ?=K ?  7 *dcI Q

R :&'   !"'102 h  h2(  *  :&(4%  %!"&'!"%!"'()&'  () K

&'(i=&  T V   [P :& F QHD,(i  :&(4GT[ G(9C ()4!"$ "  ()&)!"f (GK

T 4 :& &C !"G!"f"& !"$FX 2ZX!" (4E&*'E 02K<!" T &'?  10 2

!"j (4T Z (4)()(r )') V() (4 Z (O() "&'!", j"!"f&%  4

 4()(r 4j (  : &3!"j'()&' , E() &']FX ? ,3&B!"3! 

()(r  QHRL& ZX4  2 :&(4)!  Z" "  EfFX ? E (4T Q

D,(i  :&(4)!"$FX 2 f :& &C !"4!" 

3  ?@%8^ <GFI? 8 =%? ^698 ;<

 ( (4%  : 2 0 ! !"&'P? U % ? (  02*!" (4T Q

#%@(4  9!" j  Z   E   f 2/-()' Z   $? &() -  Z

&'Q QQ4#,/ 9!"@ /!"4 (49-()' Zh (  :&(49!"4 ? () 102@"!"4K

() & ,EP"&H02)!"$ (4G (4T( !"$()? U V&' :&*$!"$()? U,? ! !"Z

 !"  !")&'&))&! !"f!"f "  ()&  ? ()  Q

3 ^4 ; FI= ; FI? =%? ^6 ^6 U; A969O^ ; P;<N=%? 4 ;  ?@%

 :3? FpE? "%4 (4T(O!"3  %4()(r  Q (r!" ?3!"G 02

() &) F$!")()"!"@  &)3()(r 6 )"!"] $? ! 6? 9(GK

 "&'!"L,? j(r!" ?j!",FX ?  10 2Q (r!" ?E!"%!" T &'?  10 2*&' :(4

  (4T &_C X h( (4T !" T &' Q ? F%!"  V&' :(41026"K

& L$? !!"Zf&' :&Z H!" H0 H!", B! f Q !" T &'? !"

 V (4% (4T( !" T &'? ! Z  &'! V (4,(4=& [!"* () Z= :

? ()& V 2)'U(4!"  "? Q

3 ^4  <^4 NDLC^ U;=%<GF

 " "&'] *? T &() ,!"G "  ()&3!"E (4T %() & !" " P?!!"

$ :& !" "  ()&E$!"()(r j? =& F=()&%P " Q ? T &()

2]!" XF? FX !" [' Z( !"02 %!"j ?() 10234  F= F Z    K P ?&',) ? U)! ) "(4102)!" ! G [ (4T Z) , & &'! Ej & V! 4?h  2 E&(4!  [ V!"  2 Q

!")?  & '@"&(r=&  Z 9!"  F  @()'!"Q)> !"  ?!!"4!"4 (43&'?   )  !"f ]T'!"f ()3!"f&  %!"j? &' V !" Vj4    !!" !"@ ?  4k U  ()&k  &=& Z (/-& m@ 'T(r=& !" !" (4m(  :&  2 I'PZ h- Z[? =& (]N^Q  5 2k P ?(4 ]P& 4h2  ( FX 2)() "&' ?.ZX(4 [&'(EP[( (b?  TC :& G() "&' ?.Q

3 V^ ^ U^ ()&,!"L^ ()^ ^  2^ h!"^ T^ &'^ LIJ>%^ ;W^ >,"&(4=&^ L^  T^ ^ &' 1;:!""K

& =& 5W " :&( N^Z :] &  f')]P(b  ()&3! ] " ! !"m

P :&'&m"& ?.Z"!"* L( &%"&(4=& !"Q > !"  ?!!"*!"E"&j!"

 (4* ()   2$!" T &'?"? =&&,(S ( Pf!"V! !" B  !"[%'T ?!!"[!  "(42$? F=&,&! ff() (4 Z !"  ?!!" !", ( ?F=&'()&

 ! !" E!"E'T()&G! E ()   2Z* E&'(4 UG%(4E!"$T  10 V!"

P4!"j! !" V E? "E :&0$X V!"E!" () U4 ]!" XF? FX ()&)!"  :&(4  !" Q

3 *^ ^ U ^ ()&$!"V  ^ =&^ ' Z^ :$^ &^  '%&^! !"^ BPh^  [P^ "K

=&  JK< V    Q 7 / $J ?!!"* ,E UX (4 f&( !"%(E! 

@ 6   6   =& ' Zh!"GJ?  f (4@   =& '6!"4"&'3   Zh _

!"@ T )  U-K ?@ XFX P ?p=& @T'/  :&(4 )"&(4=& !" G!"

!"& 2Q

  - .0/213"%$&(#/:17$&('!"'670" '13

>  :&'&GF? H026!")!" () U9!" $() "&'!" *FX P ?36' 2]& K

!" ()  ?h!")(E !"]G& ,!"$ (4T [P !" ()   Q

3 F[^  E^  :& E(E^ !"^ ^ 9IJAL :&RL^ -=/^ ^ 4"()^ ?XNf&(^ ()

 (4m!  G()&' 45"& ? 10 2!"@ (4T GP !" ()   G'5m()? U  5! 

FX! 3& !" 3!"E(4  '33!"&'6! UX (4 6!"E'()&' , &T'! 

!"5? &  F?.Z,()   !"/ ?&'T( "&(r=&  Z[ P -  ?()!"3!"

()&=-Z&'Q QQL>% !"  ?!!"   !"(`E() ?" !!"%!  L (4T !"j(E !"

 ?.Z ,&! !"!" (4T , (g "  !  ZV    !!"!"H&'=&'  [! !" [( &()4 ?.Q

3 4^ ^ ()&)!^ G&()T'^ E!"f^ ^ - ^ E(4T[&^ ^ Z"(b^ (4T V!"j?^ &'

!"  0296!"3 & !" 3X /& E=& T! /=& ]T' Z() &3 'j (4

 " ? 2V!"H'()&' h!"LFX ?  10 2& !" ()   h!"!" & h& h!"

j!"j UX (4 f,E!" XF? FX ()&f!"%  :&(4 L!"% Ej!" T, :&  ( !" Q

 "  ()&V%,? !" (4T $ (4V'()&'V(E ?& !"   ?    :&'

$"&n ? 10 2f'  !" F'  Q H "  ()& B(E! ( (E &f(  H02j! k 

!"$&'P? UQ &'=&'()& [F= ( P f [ (4T [ T !" 

3 7; @ ;U:C^ FI? O; =%; 8 694 ; ? @%

> =&  G!   (4T  =F( ! 6  ()E() !"   Z!"G() G !" :& ?

5!"E? P'=& Z!"G ,&! !" %&'!  ,E "(4102 %&!  % 2

(E &4!" F'  Q

3 7; C ; A^96 =%;=%? =%; 8 694 ; ?@%

H   & H!"%? ! !"V!", (4f (4T( F= ( !"%'!"$( f ?102Q

 ? H02Z  E3T'5!")!"&'? U *!" C F ,(  (4] (4T(@Z%E(E &

                       o

!"!"&V!  H!" () 2 B! (4=& V!  (4T(@Z!"$* ()f!"[C F !", 

!"! j "?$!"E &F=? j&% (4T I G E!" (4E  h- j!" (4=K

T 'N^QL+'^&_C :&  ()ff* ()j,!" :& P 02j!" !"&'? UH%$  H0

!"/  H(`F=  10 2$T'!"? !"%P  ?U f  ( jT'4  P :& Fj=& PC !"]n

? ! !"! V (4T(@Q >% !"02 h!" ? () 102%!"%(EP & :&! !", "K

 ( G? ! !"$!  [ "(4102 !" C F *IT.2 ZX&  ZX!"&'? U Z

&' :& &'Q QQN^Q

3 7< PR< @^ ?QP 694 ?@ U<^6 9@%6^ P^6 ; A =%< 4?^6 <>=%??^8 U:C^ =%<

 U  ()&   ?,!"@ (4 6? ()& ()&'&@  "  m!"

,? Q #,m() m !" :& ?.ZL U  ()&m  ?V @ () 3" :&&

() &% (4j,? ,(4 !"  T! f'f (4j ? H02f ! QBRL(   H!",  U ()&$   ?'Z()$ f f!"V (4T H!  !   =& ? & !"j ? &' Q "  ]!"G,? j!"FE %& ](4 2 %() ?&]E(4 ,  'G   ,EJ? &')!"j U ()&Q

T '3aQ $ HR :&"& 'E  ?h!"f (i  :&(4)!"fFX 2)&  ?

"  ()&5!" T &'?V!"6 (4T G"!"@ )?    !"ZL&m5T' !"

P :&'102Z ( & - jC F E!" :& & )P "ZH( !" /6? & #%"Jd +IE 7 /'d $ Q 

(4j !"H02f T   F=f! j& !!"*!"% "(4102 H(4  ?!  Z1nf() !"! E 

4  6fC F f & f!"]P :&'102Q#,9 "  ()&@!"4P "@C F?.Z

!!" j!"]&'! 9 29 "? E! @ (4T(  T ?H] j! !" j!"6 C !6  &'(

  ! !" f! 9 (4T(@ZB@(49!"]F=?  fX (   f  " !" f/! @ "?.Q

#,6 "  ()&3!"GC F? ( !" 3 :&) : &@!"GF=?  , "!" )()3  ?&'!"

(4G? :&'4!"f'^&_C :&  Q "  ()&)!"f? &)C F?1 "!" Z G& ,!" :&'

'^&_C :&  ZL (4 & &'102!" &B!"!  (4T(@Q R :&' )   102

 h2( (4)!" F'  102E!"  "  ()& QBD,(4E :&"& 'j  ?h() ?&'

!"6 (  :&(45!"6 "  ()&9@,? 6!"3 (4T E"!"@ )!"  &  7 /'d $

MV dd:! 4 T &*(46I T ' aQ $N 

3 ^ C%698:6^ P;<? =^6 ^6 U; A969O^ ; P;<

(4T( !"G  GV&' :(4! $(` (4j (4T( !" T &'? P ,$(4j!"