[Insight-developers] itkShapeDetectionLevelSetFilter

Blezek, Daniel J (CRD) blezek@crd.ge.com
Fri, 1 Feb 2002 11:48:38 -0500


Hi all,

  I'm trying to figure out exactly how to use the ShapeDetectionLevelSetFilter.  I have a small test
image that I've enclosed (png format).  Can anyone send me an example of how to get the level set
code to segment any of the shapes in this image?

Thanks,
-dan

--
Daniel Blezek, Ph.D.
blezek@crd.ge.com
Visualization and Computer Vision Lab, Imaging Technologies
GE Corporate Research & Development


begin 600 TestImage.png
MB5!.1PT*&@H````-24A$4@```@````(`"`````#1$XLF````!&=!34$``+&/
M"_QA!0````)B2T=$`/^'C\R_````"7!(67,```L1```+$0%_9%^1````!W1)
M344'T@(!$#`0CXFF9@``(`!)1$%4>)SMG6M7V\B:J*M4NMN6C64,)A#(C4[V
MSEX]TS.SYN^='W?6.FO./M,S69W929,;!+#!^"K;NDMU/M@D0`)8MF27J??Y
MVAVK4#UZW[=*I2I,T8*@41`ABA&B&%$<Y"2\J"LO%AH'(26RN(`KI7$'\<($
M`)A$6'8#@.4"`G`.",`Y(`#G@`"<`P)P#@C`.2``YX``G`,"<`X(P#D@`.>`
M`)P#`G`.",`Y(`#G@`"<`P)P#@C`.2``YX``G`,"<`X(P#D@`.>``)P#`G`.
M",`Y(`#G@`"<`P)P#@C`.2``YX``G`,"<`X(P#D@`.>``)P#`G`.",`Y(`#G
M@`"<`P)P#@C`.2``YX``G`,"<`X(P#D@`.>``)P#`G`.",`Y(`#G@`"<`P)P
M#@C`.2``YX``G`,"<`X(P#D@`.>``)P#`G`.",`Y(`#G@`"<`P)P#@C`.2``
MYX``G`,"<`X(P#D@`.>``)P#`G`.",`Y(`#G@`"<`P)P#@C`.2``YX``G`,"
M<`X(P#D@`.>``)P#`G`.",`Y(`#G@`"<`P)P#@C`.2``YX``G`,"<`X(P#D@
M`.>``)P#`G`.",`Y(`#G@`"<`P)P#@C`.2``YX``G`,"<`X(P#D@`.>``)P#
M`G`.",`Y(`#GB,MNP'10A"A%=-G-8!&,,$8(S_K/5T0`1.,HC.)EMX)%!"(2
M8>;^7QD!8M\9V4&T[&:P!Y'TG":3F?_]B@A`(Z=UWAZ&D`1N@,6\N5&9(P2L
MB@#AZ/SC8=L%`6Z`57,/:>KLW;@B`J#(;A^^:]B0`VY`]!I:JY9F_X$5$8#&
MP;#=^#H"`6Y`<J@Z#.+9(^.*"(!0%+KV:`@"W(`@VPWGN2LK(P"B-(HB$.`F
M443G*HQ@)I!S0`#.`0$X!P3@'!"`<T``S@$!.`<$X!P0@'-``,X!`3@'!.`<
M$(!S0`#.`0$X!P3@'!"`<T``S@$!.`<$X!P0@'-``,X!`3@'!.`<$(!S0`#.
M`0$X!P3@'!"`<T``S@$!.`<$X!P0@'-``,X!`3@'!.`<$(!S0`#.`0$X!P3@
M'!"`<T``SIE%`-BS_0$QBP"SGT\",`>D`,Z930!(`@^&V03`8,!#8<84``8\
M%&:M`:`0?"#,7`1""'@8S"P`)(&'P>S#0##@03#'/``8\!"89R(("L$'`,P$
M<DYF`D!^6`TR$P#RPVH`*8!S0`#.`0$X!P3@'!"`<T``S@$!.&>1`E"8'&(/
M<8'7@KDA!H$4P#D@`.>``)P#`G`.",`Y(`#G@`"<`P)P#@C`.2``YX``G`,"
M<`X(P#D@`.>``)P#`G`.",`Y(`#G@`"<`P)P#@C`.2``YX``G`,"<`X(P#D@
M`.>``)P#`G`.",`YB_PZ^&&!KWWM3%=U8T008`8PQE@0L(#QV`%*:4SCF-(5
MW`$!!$@(QE@@1!0E412)(&",*(WC*`S#(`RC*%XU"4"`)&`L$%&2%4555461
M)9$(&-$X"@/?\US7]3P_"*-XE1P``:8'"T2252V7R^=S.5U3%5D2!8QH'`:^
MYSKV:#0<CD:.ZP=1O#(*@`#3(@BBHN8*1K%4+!KYG*[>B`"N/1I:_7ZO;PU&
MKA?&\;(;/!T@P'0(1%)RA5*Y;);+12.OJXHD7:L!@L!S[:'5[W3:G4YO,/*"
M:"44``&F`1-)RQ?-2K5:,=>,G*[*HB@(UT8!<1R&OFN/K&Z[U6RVVOVA$T0K
MD`A`@/O!@J062NL;FYL;E;*1TV2)$(SQU8D`BBBE-(H"WQE9G=;YV=GY16_@
M!NS7`B#`O0BBDE^K;C[:JE7+1DZ51$$8/_E7)H(PQ0@AD2IQOF16K4ZS43\]
M:W:'7LAZ'@`![@$362^M;VWO/-HPBSE%(N/>O[GG(48(48P%*LIJKEA>W]RJ
M'9_4+WJVSW@>``'N1A#50F5K9W=G:[V44R5!^%GO3\!C!XBH:/F2N5ZMFL?U
MUL!E.PB``'<BR/K:QN.]O9W-<D&5",;W['>*$:*8"$12<\:::9:+7\^[ML^R
M`2#`71`E7WFT]VQONUK4Y?N['R&$$$848TPD12\42Z5"[K0U]*(%M'5&0(#;
MP40Q-G:?/7NR918449BJ^Q&Z5$`0%2UO%`JZ?&YY[!8"(,"M8**6:D]>O-BK
MK>FR("39[!HCB@DFHJ+I.4V1&CV760-`@-O`HKJV]>R7_;W-HIK@\;_\UQ0)
M6"&2HJJ*1(2N&S)J``AP"YAH:X^>O]K?VS`4DNCQG_Q[1#'!`A$E22("[MJ,
MQ@`0X.=@HJUMOWCU<K=:4$C2QW_R$Q0)&&.!B(*`$778-``$^#E$77OTXB\O
M]ZH%6<`S'G6!$<5$%29OC*@;IMS&5``!?@I12K7GKUX^J>9G[W^$$*98D`L8
M(QI'<9>R.!H$`7Z&(!N;SU[^LC=G_T\,R",:1V$4Q1Z#,T(@P$_`4KZZ]\O^
M_/U_:0"-P\`/PMAGKPP``7X$BWKE\?[^7/G_^X]1+,B%.`P\SP]C]@:#(,"/
M"$IIZ^GSO8TT^O_2@(W`&=EN$#-7!H``/R#(A8W=YWL;AI)&_X\-4(P-9S08
MN1%S90`(<!-,-'/[Z5ZMI))4^A\A3#%12[51WQIZ(6M+QD&`FPA*J;;WY%$Y
MM?Z?&%!^9/7ZML]:$@`!;H#%?&5G;[NB2T)Z1YUB*DAZ9;O;Z=NL+1,$`6Y`
MU-+6[N.-@ISR=]."7-CHMSN6$[$U(0@"7`>+^?7MQYM%);T$@-`X"2C%S<<7
M[0%C:P-@?X#K$+6TN;UEYM),``@AA)$@Y<RM[<V22M+\W;D!`:Z!I7QEZU'5
M2#L!((20(!O51UN5O,34*>H@P#6(8E0?;:8W`OP.1IBHI<U'54-A*@2``%?!
MHE[>W*SDY903`$((823(^<KF9ED760H!(,!5!"E?V:P652&3+L*"6JQN5O(2
M2S>=I;8L'T$M53?*J5>`8S`2I%QYHUI26;KI++5EZ6!)+ZU7BBK)*$9CHA8K
MZR6=I3(0!+B"(.7-2E8!X#($5$RF<@!#35D^1#7*IJ%E5Z1A43/,LL'25``(
M\!TL:L7R6B9#@,D%D"#GU\K%#!5+#`CP'4'4BQGW#A:U8KFHB^S<=G9:LGP$
M.5<JY95LQH!CL*#D2Z5<%A.-,\).2Y8.%N2<8:3Z&OB'2R!!T@TC)V<I63)`
M@.\0-6_DU6S#LR"J>2//4!4(`GP#$R57R&4]4S^Y"$0`]A!$-9?7I,D.4-F`
ML2!I^5S&828)S#1D^6!)U74EZQ$:%A5=5]F9"P0!+L&"J.AJYN49%F15'^\W
MP@0@P#<$45$5,>OLC(FHJ`JD``;!HJ(J8NHK06Y<Y-ME&`$$N`1C41KO_Y[M
M9011DB4QRTHS$2#`-P1!S+[_QP:(`C/WG9F&,(!`Q,4((!)V;CL[+5DZ6"!D
M$4^F(!#"S"``!+@"QIE.`BWX,E,"`EPCXS'`@BZ1!!#@&@LX_Y&Q(R9!@.]0
MNI`#WQ9TF2D!`;Y!XRA:Q%E?<1PQ=*Q<-E\'TS@*+\_1O#QJ4V2H]/TY<12&
MV?<,C<.0H0/%TA>`1H'ON8[CNKX?1I1B3$195E5-4Q598N=%^`_$<1@L1H"`
MH5,%4Q8@CGQW-+`LJV\-1K;KAQ'%1)15/5<PBH9A%'*JS-`LR%4H'>_E1[-5
M=+)E(#-50)H"T"AP!KUVNWG1Z@Y&CCL^1W=\W*ZJY0IKE?6J:98*&IMQ@(:>
MZX4496H`_7891DA/`!IZ@][%6;U^UNI9MA,$XQI@?.(R$25)TXU297-K:W.]
M5&#H==@WXM!SO3#*.@)$H><R=)I<6@+0T+4N&L=?C\]:O9'C7]T*B=(X1`AA
M09*U7*FRN?-XI[9NJ*PI0./0LUT_ZR*`QKYK>PNH-:8D'0%HY%K-XR^?CQKM
MOGW+)C@TBMP!.3\NFK7=IT]VJD9FWV#."`U<V\X\.-/0LVTW8*7_TQ$@]JWF
MUX\?OIRV+.?.&TC#T.XU3P\_/GGQ_'$V&[',3ARZHZ$3Q#3#N5I*X\`9CA@Z
M2S`%`6CHM+X>O/]PW+2\^[=`HT%@=\]/#@]?[C^NL/21'**1-QJ,O$C*]"J3
MBSR@"!#[_?K'__G'YT;?G7(3S#!TK8O&2?VOS[>*+`6!R!U:0S>,L_PR(`[=
MH36<]DXM@'D%H+';^O(_?[S_VDYR*E)D>\-.\ZSYUR>5C+9CF0$:^R/+LH.8
M9#80H"@.;,L:95YJ3L^<`M#0/COX[S<'C4&RLQ!H./`&G59GL+_)SIY)L3_J
M]89>+L.!((V]8:\W8N@PV?D$H(%U\N[W-Q\OG,0QC7JA.[2LX:MM@Y6O).+0
M[G?Z3IAA>VCH]#M]FYT:<#X!J-\]_.,__SCL>+-$M&@4>J/!T-U;D]DP@(9.
MO],=KBE"1C&`HM@?=CO]NX=*BV4>`:C7^?1??W][8LTXJJ5>R[='3O"LK+!A
M0.1:G;;E:)E-4-#0L=H=BZ$:<!X!J-_Y\/_^XVU]-//VU]3O!9X7Q"],-F)`
M'`S;K<Y&0<JF#*0H#D:=5GL8L),!YA"`!MV/?_\_;^OV/']-.#B.(HJ%,A-U
M``WLWD6K7\IJDQ`:N?W61<]F9QYP#@%HV/_R^W_\47?FLSFV3ZD@2J3$Q%@@
M=GO-\TY%)UF$@'$`.&_V7(8"P.P"Q*/C-W]_VYBS_Q&*G0:1544JL+!I1AP,
M6V?-\7%AZ4-CM]\\:S&5`686('8:__C/.>/_Y)?LNJSG-5%G8$Z0AG;G[*Q6
M4H7T0P!%L3]LG9UU;(;&`#,+0+V+/W]_>SI*P^5X=/JVD%<W50:20.19S=-:
M)2\).&4#***1VSL[;5H>0V.`606@8?_S?[\YM-+Y4R+K4#<*FLA`&4"#8:M^
M6C44DGY&BGVK>5IO#5DJ`6<5(!Z=O'WSJ1NDU(B@^\E8*ZHLE`&1VSL[V5C3
M19SN;!!%<3!JUT_.>BQ-`J`9!:#^Q8<_/K3\U%KAMSZ8U:+"0!*@X?#B9-TT
M5(+33`(4T<CKGWT]N1@R50',*$#4/WK[_LQ)[R^ASMG[C?6"Q,`99I';JY?-
MHBX*Z<:CV!^<?SVJLQ8`9A(@=L[_?'<\2',P$P^.WVVMYW++'PG0<-@Z+J\5
M%))B$J`H#NS6R>%QB[4`,),`4>_P_>=.6@7`F*#S^=%VF86S-&*OURB6#$U*
M+PE01".W<_KEL-%["(='Q_;YQX_G*28`A!"BSOG'O4=&8?D&T,AIGQC%G$(T
MDHX!XQ%@X_#S2=MA9RW8A!D$B/I?/QRG-`*\\JO6\8<G519F@V)_<)XKY#1)
M4%.9#:"(QIYU?OCQZ'S`T$J0"<D%H$[S\Y>6EWI+O-:7SX^9>"40>[VZGM,D
M(L@I&$`1C?W!^>''SW7V$L`L`D2#^N?Z(/U:-AK4/^_7=`8&`C2T6[*B2*)0
MF-^`<?\W#P\.OK;8F@0>D_A^4Z]]]+6=?@!`R&M_/=HKL?"U"`V&S?&>@?EY
M#:"(QOZP>7CPYV&3L3G`,<D%L)M'C0P"`$+1H''4K&D,"(!BWR)$)`)&<QIP
MV?]_OO]T9K%7`*`9!`BMQDG;S:(IR&V?-)X4Y4Q^.R&1UQ.(@!&E<V6!R_C_
M_MW'1H^MET"7)!6`>MW3\TP"`$+1X/RT6V5B;1"*W"[&B-(X+B@$S_:U&$6(
M1MZ@>?3^W8?3+FM3@!,2"^"TZ^V4YP"N_W:."0%HY'01C>,PB@V%"+-L&D`1
MBB//.C\\>/?QM,O>#,"8I`)$PXOS?GIO@:[C]\\OAFL,3`4@A&CD4!I'01!L
M%E512!P$*$(T#MW^V>'!GY_J79?1_D\L0&!=M.VL@EEDMR^L(-N/,Z>&A@Z-
MH\!SW=J:+@L)@P!%*(Y]N]LX_/#A2Z/';/\G%8!ZUD4_FQ(0(83<_H7E,3$.
M0`C1R.U&@>>,["VSH"0*`N/'WQNTZU\^?3HZMQCZ&O@F205PK?8PJPR`D#]L
M6V[&>[1,#PTIC7Q[,+"VJT5=)GA*!2A"E$:^W6^>''XZ/&T-V:S_QR04(';[
MW=D_!+F7<-3MNS$;10!""$5N''JC0:^WLUDNJ-)4"HR[/W`'G;/CP\.OYUV;
MR?'_)0D%B!QKD.&$=NP-+"=B8#;XDMB/0W?4[[1WMM9+.542!$S1'0Y0A!"-
MX\`=]2[JQT?']=:`H=U`?D;"FQTXEIWN0H`;OV];3J!D>(&DQ$$<>J->N]E\
MM&$6<XI$!'R;`Q0A1&D<!=ZHWSX_/3ZI7_1LG]WTCQ!*+$#H#MWL,D#VOY\<
M&L:A-^JWSQM;M6K9R*F2*(P=N"8!10@A2N,X#-R1U6DVZJ=GS>Z0H?W@;B%I
M"G!'4^P#-#NA-V)NQBP.HL`9M)OUS<V-2MG(:;)$",;7U@M11"FE413XSLCJ
MM,[/SLXO>@,W8&<GD-M(*H#O^%EV4-:_/Q,TBD-OU+]H5*K5BKEFY'15%D5!
M$/#DY`]*:1S'8>B[]LCJMEO-9JO='SH!X]$?(91<@-#+],NV./!"Y@08YP%W
MT#T_+9?-<KEHY'55D221",+DA4$4!H'GVD.KW^FT.YW>8.0%#&T)?@=)AX&A
MGVE6R_KW9R:.(]\9=,X+1K%4+!KYG*XJLB02`2,:1V'@>ZX]&EK]?J]O#4:N
MQ]!^X'>3="(HSO:L@ZQ_?P[B.`J<85?5<KE\/I?3-549GS-)XS#P/=>Q1Z/A
M<#1R7#]@]H_XD:1C[CC;XTXH9?C)H5$<>K8HR8JBJJIR(P)XKNMZWGB'])7I
M_JQ.#'FH4!I'@2L0(HJ2*%ZK`<(PN#PC9=FM3$12`2['P!F!,3N'JOX<2E$4
M8HP%`5\;!=`XIJO6^0@E%@`+1,A4`('YDX400G0\#71](FCU^AXAE%@`091%
M(<,L+8BRR'@(N&1EN_PZ">\V$14IRPX2)$5D8)<`CD@J@*S)6790UK\/W"2I
M`&I.R7+@("HY%018)`D%$-6\FJD`&?\^<).$`DB:H6>Y:%/2#8V11:&<D#0%
M:$9!R:X*%)2"H4$*6"0).U-0BVNY[&*TF%LKLK!+"$<DO-M8-<Q\=E_OR7G3
M8&"K,)Y(*H!BK!?5;)J"$%*+ZP8C9P?P0M)X*QGKIIY5EB:ZN6Y`#;A0D@I`
M\NL;F7W!+1<WUO-0`RZ4I`)@S=PR,_IX*\O?!FXAL0#*VJ.-C#;U)86-1VM0
M`BR6Q&,NT:AMF]F4@:JY73-@'G"Q)!8`Z]7=6B8A@!1JNU4=`L!B22Z`8NX^
M-K/X>DLQ'^^:D`$63/)I-U+8>KJ500C(ZG>!.TDN`-:J3Y]4T@\!2N7)TRJ,
M`1;-#!/OI/CXQ8Z1]J-*C)T7CXL0`!;-#`((^L;SYQLI/ZM8VWC^?(.%O:(Y
M8Y91%RGMO3SM^JGN%".5G[[<*T$`6#BS""!H&[_4FZ-NBJN#A<+.JU\V-`@`
M"V>F>1=2W'U]WG/MU-9%8VWSY>M=J`"6P$P"8'G]1;,]/$MMSW"Y\N)O+];9
M.$*<,V:;>15RVZ^[EM=.:;L@:>W9KZ^W&3@QBD-F$P"+Q:<#RPYZJ6SF0(R]
M7__I:9&%PT+X8\9W+UA9_V4XL(-A"H6@D'OT^K=?UF$2>"G,^O)-T&I_&=K^
MR?S'APOZUNM_^4L-1@#+8>:WKT)NQW/]J.[,:8"@U5[_VZ\[4``LB9D%P&+Q
M21#&N#Y?#!#TK=?__ML3*`"6Q>SK+["T]IQB0NKS[!TLYK9>__N_/E]CXY@0
M'IEC`0Z6RR\$25%.K%E/P\*2L?WZW_[Y61EF`);&/"NPL&(*DI;3#SO>3`9@
MI;SWMW_YV]X:]/_RF&L)'I;+HIHOY#Y>.#-,"!!M_?FOO[W:-B#^+Y'YUF!B
MJ2AI><,X:`S\A$$`RX7:_J__M+^I0_VW3.9<A(O%_+9:*%?>?VW;27;&Q40W
M'[_\VU^?5-05V!3J(3/O*FQ,M`VU6-W\Q^=&?_I]OHE:K#W]RU^?;Q5E&/\O
ME_F7X0M*62NN;[W_<-RTIMM*7E2,ZLZ+E_N/*QJ$_V63PG<86")ROK*]]^'+
M:<MR[CL@&XN:47GTY,7SQU4#'O_ED\J'.()2ULM;3[Y\/FJT^_8=9Z1AHNA%
ML[;[],E.U5!9."B<>]+Y$@N+.:6POO/B^.OQ6:LW<OR?')6!!4G6<J7*YL[C
MG=JZH4+T9X*T/L7#DJ@6-_8NSNKULU;/LIT@&&^=C!#&`B&B)&FZ4:IL;FUM
MKI<*"G0_(Z3W+2:61+6TL=MKMYL7K>Y@Y+CCK=.Q0$1)5K5<8:VR7C7-4D&3
M(/@S0YH?XV)15`J5[='`LJR^-1C9KA]&%!-15O5<P2@:AE'(J3*!TH\A4OX:
M6Q`DO1CXGNLXKNO[840IQD249575-%61X=EGC?0_Q\>BJ-$X"B^/3\#C&D`4
M5V$C>/[(9C\&3$AV>\D!:0+YF'-``,X!`3@'!.`<$(!S0`#.`0$X!P3@'!"`
M<T``S@$!.`<$X!P0@'-``,X!`3@'!.`<$(!S0`#.`0$X!P3@'!"`<T``S@$!
M.`<$X!P0@'-``,Y9G:-Z,28$SI2Y"2$$S_7)Y<H(0$15SZ%4#JAX2)"<KHKS
M/!<K(@`6I+Q90S8(<`.BU\R\-,=WURLB`"*ZN8>J;FKGE#T4L&KNF?H<(6!%
M!,!B;@.M#>_;@XX_L)@W-W)S[+B$5^.6TLAW1G8`&>`'B*3G-'GVC5=610`:
M1V&4XE&E#P>!B$28?22P*@(@1"E:C;8N&(PP1NBA"P!D!<P$<@X(P#D@`.>`
M`)P#`G`.",`Y(`#G@`"<`P)P#@C`.2``YX``G`,"<`X(P#F9+PD+?<>+$$*(
M*)J\(@O0>"+K+@F'S7K?1P@A.6^6"N``:V3;'Z'?.WGWKN$@A)!F;M=J6]4\
M&,`4V7:'WSYX^_M!<QP!"N7JWJM7VR4(`BR1:6>$O8/__?N[YG!<`\A:X:C1
MWM^&1,`26?9$.#QY^_O;AC]>S!TY3K_7;GYZ!HF`);+L"+_Y[O=)`3`F&OK#
MXW>0"%@BRVYPZN\F^?^2R/%[C<)1H_WJ&00!-LBR%[Q^8Y+_OS-)!"?-_1J4
M`BR091=$ON/_Y&.N:.@/V^W&+I0"++",'H@<W^X=UJ`48('EW/]HZ+>/CAJ]
MU_LF"+!<EG3_QZ5`KX=>00A8+LN[_='0CU"!^%`++I4L[SV1-9G<_DE_Y#2(
M;#>@%EPJY']E]]M^_[QEW;6I!PV&S=.6*Q""85W"DLA2`$1=JSL*[_COX:A[
MT;;\2)1$,&`Y9"D`EH1HZ+CT]AA`0V=H=;M60$/71Q`&ED"6V5?,;[_N(?+#
M;.`U)M-"M5)FZT6^K4FZ#R[7+&7Z!XNE?50J'30&/YT1G#">%BJ5S.U:U2QH
MJ7?"]S5)]R$74ZM'KTG'M%C9;A$S7A%TV&QV>G<H@(BL*5JA7-W:-E,.!*'O
M#!H'UUY)WHY62VMN\KIT*8J5/MFV2Q1EO;3;:'SZ_.FN1!`Y#B*R5BB5"^D&
M@G#8K#>.;KZ3O`VYFL[<Y-6%<`BE*58&9-TJ,2^;>[W]@^H]B0!%CM-O?@\$
M:3PTD_C3^/&=Y,\A[7:O[>R6[OI?IA'SZD(XA-(3*Q,R;Y4HZL5JM6K6[DT$
MUP)!"@]-.&Q^>O?F/O&N7G_H1W[4N$N`^Z)YZ#M>U#OZOV_>79&.M!F>]%Y$
MHZ9,!`BA[X&@VFCO;Q?DF>NG<?)_\^[^*UZ[>,/OF?H=_\<]T7R<^WN'OQ\T
MKD@7#?T(E0HZDW7`8MHT=2)`:!((VNWFIV>F+N?-@HR2%]*3Y/_NY.Z8\P-^
MVU;NVGE9KMZ^FNE;P6FW3]K7JL[(:9!2B<TJ8$%M^IX(ILO(X]6#!44SMTT=
M(70IPK3XS8,$R?_*=9V[QPNDW6Z>-/>KEVVY(N;W@C/RG)M%I]\\J.W>&5N6
MQ>*DG"2"H[=O#Z<QP/%[#87(A7)!00A=BC`M=N-=@N0_/9?35I=MN2+FG<Y%
MPV:C[Z7<F%189%02\[*YMU=$MC_-L#QRG/$,`4$(78HP+5XO^=,_%9-IJ\NV
M7!'S;N=N61ZW?!::ED11+Y:(/X@:T]Z,RY!\*<*T1%YF]SL:^NUO;;DB9F;.
M9<NBZY*IW@_\R'VY>9%<;<L5,3-T+DL67IA.]7Y@96!)S-E8_,A$-E\52M..
M!H"L6;P`EZ.!Y(/T58;(FLSDJ8?+F)L8CP9J9K)INI6&Y*NU8I)AS,)8RN24
M*.K%DEG=KAXTG=4LG9(B5_=?;6G+;L7/6-;LI)B7\Z99:_0&G=[#J`?O@,BU
M5[^]JB:9REP82YN>'I<"_5[[I-[L#+(/!+?/)&0^?B/YZJO?7F\S^2YHJ8=&
MA;[C.8-VLW'2SCP0D'RU5OIY$O8&][VGGN>ZLJ9HU?W?7N\S^29@^:>&A;XS
MZ+6'&0<"(I>V7[VJ_;P+[/8T[ZEGO6ZYFLKBALQ8M@#H>B#(9CJ5Y*O/7OVZ
M?TL2]@<G!V\R*4=)OOKLZ;-TEC=E!0/M$D7]6R!HI#\[0&2M4-O_]?8]24*_
M6AV7HX/;EPXF+12(K"E$KN[_NK^=P4KG%&$@`DP(?<=SFDD7\=P+R5=K]VU%
M$`Z;]7[OYC*.:R1ZU3-9UZ8PO1IT`CN-$T4=A>9X=L!'Z13GXZ?_U7V;D8AY
MV?2<07MX>P1(LL"`Y*NUVM:VJ3.]'GP"6\V[G!UP$$+>)"3/(<+DZ;]_.Z))
M%KKC`R*_69OR_<6XX-RMFG.L:%P@[*2`"=^^J;A<6>?=F9OO1*[>__0G:-;U
M+PQN$7-2<*[,%EC,"?#M2?0G(?F')9;3H]6F>/JG;];U;XQN$5.NWE5PL@=[
M`EQR4X092#D'7__@ZQ8Q5Z'PNPJ[`EPR]<>]/Y)V#K[6E%O$7(7"[RKL"\`J
MMXBY"H7?54``SH%-.3@'!.`<$(!S0`#.`0$X!P3@'!"`<T``S@$!.`<$X!P0
M@'-``,X!`3@'!.`<$(!S0`#.`0$X!P3@'!"`<T``S@$!.`<$X!P0@'-``,X!
M`3@'!.`<$(!S0`#.`0$X!P3@'!"`<T!OSG?M````#$E$050`S@$!..?_`Y>G
2PX7S-/Z3`````$E%3D2N0F""
`
end