.MCAD 306000000 Z  docDocument<mcObjectI$$ (d2_graph_format graphData axisFormatDDtrace2D      dim_formatCmasslengthtimecharge temperature luminosity substanceNumericalFormat@dii shpRectE mcDocumentObjectStateJ% mcPageModel:333??*>`,y>mcHeaderFooter99 ComputeEngine=BuiltInsBU SerialAnyvalH@V@H@W@HX@HMbP?Y@H units_classA TextState0 TextStyle/@ ArialNormalfont_style_list> font_style?  VariablesTimes New Roman?  ConstantsTimes New Roman? TextArial? Greek VariablesSymbol? User^1Arial? User^2 Courier New? User^3System? User^4Script? User^5Roman? User^6Modern? User^7Times New Roman? SymbolsSymbol? Current Selection FontArial? Undefined Font? HeaderArial? FooterArial? Rotated Math FontTimes New Romanx TextRegion docRegion7shpBoxD] CharacterMapRangeMap,CFrequency Domain Steerable Pyramid Filter Design  ChrPropMap( RangeElem-  ChrPropData) RangeData.0,0,128 ParPropMap* -  ParPropData+EmbedMap" -LinkMap  -LinkData!@NormalArial @D(+((eSecond derivative, k = 3 filter(-)0,0,128*-+"- -!@NormalArial @D+(Ken Castleman 2/17/98(-)0,0,128*-+"- -!@NormalArial @DW+(WW StPyr_03.MCD( - !)0,0,128* "- #+"$-  %- &!@NormalArial 'eqRegion3@D CGT0P(tree1 p)1 (*1d)N+1)19,3@Dp;`}P-1 p.1 -/1d.a01.11d0floor21p031241d3N513263@DC6TP71 p81 791d8i:18;1t:0<1:N=3@DxCTP>1 p?1 >@@1d?k@A1?@B1t@A0@C1@AN@D3@Dx<TP`@E1 p@F1 @E@G1d@Fj@H1{@F@I1K@H@J1@I1@K@Dk{x@CDefine smooth-edged lowpass and highpass functions (raised cosine).(C@L-C@M)@K0,0,128*C@N-C@O+"@P- C@Q-C@R!@NormalArial @S3@DW@T1 p@U1 @T@V1@@U@W1d@V\q@X1 @V@Y1d@Xi@Z1@Xk@[1@U@\1d@[angle@]1p@[@^1 @]@_1@@^@`1@@_@a1d@`i@b1@`0.001@c1@_a@d1@^@e1d@dk@f1@da@g3@Dp|}@h1 p@i1 @h@j1d@ic@k1@i@l1@@k@m1t@l1@n1{@l@o1@n1.389@p1{@k@q1@p@r1t@q8@s1@q9@t3@DrP@u1 p@v1 @u@w1@@v@x1d@wLP@y1p@w@z1 @y@{1 @@z@|1d@{x1@}1@{x2@~1@zx@1@v@1d@if@1p@@1 @@1 @@@1)@@@1d@x@1@x1@1@1@1@@1t@if@1p@@1 @@1 @@@1(@@@1d@x@1@x2@1@0@1{@@1@@1d@0.5@1p@@1@@1t@1@1@@1d@cos@1p@@1@@1d@\p@1p@@1@@1@@@1d@x@1@x1@1@@1d@x2@1@x1@3@D9@1 p@1 @@1@@@1d@\r@1 @@1d@i@1@k@1{@@1@@1@@@1p@@@1@@1d@i@1@a@1@2@1@@1p@@@1@@1d@k@1@a@1@2@3@DtR@1 p@1 @@1@@@1d@HP@1p@@1 @@1 @@@1d@x1@1@x2@1@x@1@@1d@if@1p@@1 @@1 @@@1)@@@1d@x@1@x1@1@0@1@@1t@if@1p@@1 @@1 @@@1(@@@1d@x@1@x2@1@1@1{@@1@@1d@0.5@1p@@1@@1t@1@1@@1d@cos@1p@@1@@1d@\p@1p@@1@@1@@@1d@x@1@x1@1@@1d@x2@1@x1@3@D'o@1 p@1 @@1@@@1d@sign@1p@@1@x@1@@1d@if@1p@@1 @@1 @@@1)@@@1d@x@1@0@1K@@1@1@1@1@3@D8dI@1 p@1 @@1d@f1A1@A1tA0A1AaA3@DxA1 pA1 AA1dAf2A1AA1@AA 1tA5A 1A8A 1AaA @D$+00ADefine the transfer functions of the one highpass, two lowpass and three bandpass filters. The constants f1 and f2 control the steepness of the cutoffs, and c is a required fudge factor. The LP(f3,f4) filter is not required, but it makes the kernels smaller.(A -A)A 0,0,128*A-A+"A- A-A!@NormalArial A3@D2~I)@A1 pA1 AA1@AA1dAL0A1 AA1dAiA1AkA1AA1dALPA1pAA1 AA 1 @AA!1dA f2A"1A aA#1AA$1dA#\rA%1 A#A&1dA%iA'1A%kA(3@D2*I@A)1 pA*1 A)A+1@A*A,1dA+H0A-1 A+A.1dA-iA/1A-kA01A*A11dA0HPA21pA0A31 A2A41 @A3A51dA4f2A61A4aA71A3A81dA7\rA91 A7A:1dA9iA;1A9kA<3@D`+P@A=1 pA>1 A=A?1@A>A@1dA?L1AA1 A?AB1dAAiAC1AAkAD1A>AE1dADLPAF1pADAG1 AFAH1 @AGAI1dAHf1AJ1AHAK1dAJaAL1AJ2AM1AGAN1dAM\rAO1 AMAP1dAOiAQ1AOkAR3@D+>P!@AS1 pAT1 ASAU1dATf3AV1ATAW1@AVAX1tAW6AY1AW8AZ1AVaA[3@D`3Dq@A\1 pA]1 A\A^1dA]f4A_1A]A`1tA_1.2Aa1A_aAb3@Dc*x/Ac1 pAd1 AcAe1@AdAf1dAeB1Ag1 AeAh1dAgiAi1AgkAj1AdAk1@AjAl1@AkAm1dAlcAn1AlAo1dAnLPAp1pAnAq1 ApAr1 @AqAs1dArf3At1Arf4Au1AqAv1dAu\rAw1 AuAx1dAwiAy1AwkAz1AkA{1dAzHPA|1pAzA}1 A|A~1 @A}A1dA~f1A1A~A1dAaA1A2A1A}A1dA\rA1 AA1dAiA1AkA1pAjA1AA1@AA1tA0.4244A1AA1tA0.5093A1AA1dAcosA1pAA1AA1p@AA1AA1dA2A1A\qA1 AA1dAiA1AkA1AA1tA0.0727A1AA1dAcosA1pAA1AA1p@AA1AA1tA4A1A\qA1 AA1dAiA1AkA3@DR*.A1 pA1 AA1@AA1dAB2A1 AA1dAiA1AkA1AA1@AA1@AA1dAcA1AA1dALPA1pAA1 AA1 @AA1dAf3A1Af4A1AA1dA\rA1 AA1dAiA1AkA1AA1dAHPA1pAA1 AA1 @AA1dAf1A1AA1dAaA1A2A1AA1dA\rA1 AA1dAiA1AkA1pAA1AA1@AA1tA0.4244A1AA1tA0.5093A1AA1dAcosA1pAA1AA1p@AA1AA1dA2A1pAA1AA1dA\qA1AA1dA\pA1A5A1 AA1dAiA1AkA1AA1tA0.0727A1AA1dAcosA1pAA1AA1p@AA1AA1tA4A1pAA1AA1dA\qA1AA1dA\pA1A5A1 AA1dAiA1AkA3@Df*A1 pA1 AA1@AA1dAB3A1 AA1dAiA1AkA1AA1@AA1@AA1dAcB1AB1dBLPB1pBB1 BB1 @BB1dBf3B1Bf4B1BB1dB\rB 1 BB 1dB iB 1B kB 1AB 1dB HPB1pB B1 BB1 @BB1dBf1B1BB1dBaB1B2B1BB1dB\rB1 BB1dBiB1BkB1pAB1BB1@BB1tB0.4244B1BB1tB0.5093B 1BB!1dB cosB"1pB B#1B"B$1p@B#B%1B$B&1dB%2B'1pB%B(1B'B)1dB(\qB*1B(B+1@B*B,1dB+\pB-1B+2B.1B*5B/1 B#B01dB/iB11B/kB21BB31tB20.0727B41B2B51dB4cosB61pB4B71B6B81p@B7B91B8B:1tB94B;1pB9B<1B;B=1dB<\qB>1BB@1dB?\pBA1B?2BB1B>5BC1 B7BD1dBCiBE1BCkBF3@D f5* BG1 pBH1 BGBI1@BHBJ1dBIB4BK1 BIBL1dBKiBM1BKkBN1BHBO1@BNBP1@BOBQ1dBPcBR1BPBS1dBRLPBT1pBRBU1 BTBV1 @BUBW1dBVf3BX1BVf4BY1BUBZ1dBY\rB[1 BYB\1dB[iB]1B[kB^1BOB_1dB^HPB`1pB^Ba1 B`Bb1 @BaBc1dBbf1Bd1BbBe1dBdaBf1Bd2Bg1BaBh1dBg\rBi1 BgBj1dBiiBk1BikBl1pBNBm1BlBn1@BmBo1tBn0.4244Bp1BnBq1tBp0.5093Br1BpBs1dBrcosBt1pBrBu1BtBv1p@BuBw1BvBx1dBw2By1pBwBz1ByB{1dBz\qB|1BzB}1@B|B~1dB}\pB1B}3B1B|5B1 BuB1dBiB1BkB1BmB1tB0.0727B1BB1dBcosB1pBB1BB1p@BB1BB1tB4B1pBB1BB1dB\qB1BB1@BB1dB\pB1B3B1B5B1 BB1dBiB1BkB3@DBfm*XB1 pB1 BB1@BB1dBB5B1 BB1dBiB1BkB1BB1@BB1@BB1dBcB1BB1dBLPB1pBB1 BB1 @BB1dBf3B1Bf4B1BB1dB\rB1 BB1dBiB1BkB1BB1dBHPB1pBB1 BB1 @BB1dBf1B1BB1dBaB1B2B1BB1dB\rB1 BB1dBiB1BkB1pBB1BB1@BB1tB0.4244B1BB1tB0.5093B1BB1dBcosB1pBB1BB1p@BB1BB1dB2B1pBB1BB1dB\qB1BB1@BB1dB\pB1B4B1B5B1 BB1dBiB1BkB1BB1tB0.0727B1BB1dBcosB1pBB1BB1p@BB1BB1tB4B1pBB1BB1dB\qB1BB1@BB1dB\pB1B4B1B5B1 BB1dBiB1BkB@D{g_ _ > Compute functions to show that the constraints are satisfied.(>*>B->B+"B- >B->B!@NormalArial B3@DM.B1 pB1 BB1@BB1dBM1B1 BB1dBiB1BkB1BB1@BB1@BB1@BB1@BB1p@BB1BB1dBB1C1 BC1dCiC1CkC1B2C1BC1p@CC1CC1dCB2C1 CC 1dCiC 1CkC 1C2C 1BC 1p@C C1C C1dCB3C1 CC1dCiC1CkC1C 2C1BC1p@CC1CC1dCB4C1 CC1dCiC1CkC1C2C1BC1p@CC1CC1dCB5C 1 CC!1dC iC"1C kC#1C2C$3@D FC%1 pC&1 C%C'1@C&C(1dC'M3C)1 C'C*1dC)iC+1C)kC,1C&C-1@C,C.1dC-M1C/1 C-C01dC/iC11C/kC21C,C31p@C2C41C3C51dC4L1C61 C4C71dC6iC81C6kC91C22C:3@D.C;1 pC<1 C;C=1@C1dC=M2C?1 C=C@1dC?iCA1C?kCB1C Compute functions to show that the constraints are satisfied.(>C->C)C0,0,128*>C->C+"C- >C->C!@NormalArial C3@DM.C1 pC1 CC1@CC1eCrM1C1 CC1dCiC1CkC1CC1@CC1@CC1@CC1@CC1p@CC1CC1dCB1C1 CC1dCiC1CkC1C2C1CC1p@CC1CC1dCB2C1 CC1dCiC1CkC1C2C1CC1p@CC1CC1dCB3C1 CC1dCiC1CkC1C2C1CC1p@CC1CC1dCB4C1 CC1dCiC1CkC1C2C1CC1p@CC1CC1dCB5C1 CC1dCiC1CkC1C2C3@DpC1 pC1 CC1@CC1eCuM2C1 CC1dCiC1CkD1CD1@DD1p@DD1DD1dDH0D1 DD1dDiD1DkD1D2D 1DD 1p@D D 1D D 1dD L0D 1 D D1dD iD1D kD1D 2D3@DH3It@D1 pD1 DD1@DD1eDwM2D1 DD1dDND1DND1D0D3@D.!I@D1 pD1 DD1@DD1eDsM3D1 DD 1dDiD!1DkD"1DD#1@D"D$1dD#M1D%1 D#D&1dD%iD'1D%kD(1D"D)1p@D(D*1D)D+1dD*L1D,1 D*D-1dD,iD.1D,kD/1D(2D0@DSg`@ZPlot L1(u,v) and the sum of its squared magnitude plus that of the three bandpass filters.(ZD1-D2)D00,0,128D3-D4)D0^0,0,128D1D5-SD6)D00,0,128D3D5D1*ZD7-ZD8+"D9- ZD:-ZD;!@NormalArial D<3@Dw0xD=1 pD>19D=D?1dD>L1A@^1 4 3 215 45 1 21 20 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 6 0 16777215 0 90 3 NO-TITLED@DA?@DBEDC!?DD3@Dwm0cxDE1 pDF19DEDG1dDFM1A@^1 4 3 215 45 1 21 20 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 6 0 16777215 0 90 3 NO-TITLEDHDI?@DJEDK!?DL3@Dxw%0xDM1 pDN19DMDO1dDNM3@_@^1 4 3 215 45 1 21 20 0 0 1 1 4 -1 1 0 0 1 1 4 -1 1 1 1 1 1 4 -1 1 6 0 16777215 0 90 2 NO-TITLEDPDQ?@DREDS!?DT3@DNi6`DU1 pDV1 DUDW1@DVDX1dDWM4DY1 DWDZ1dDYiD[1DYkD\1DVD]1@D\D^1p@D]D_1D^D`1dD_H0Da1 D_Db1dDaiDc1DakDd1D]2De1D\Df1@DeDg1p@DfDh1DgDi1dDhL0Dj1 DhDk1dDjiDl1DjkDm1Df2Dn1pDeDo1DnDp1@DoDq1@DpDr1@DqDs1@DrDt1@DsDu1p@DtDv1DuDw1dDvL1Dx1 DvDy1dDxiDz1DxkD{1Dt2D|1DsD}1p@D|D~1D}D1dD~B1D1 D~D1dDiD1DkD1D|2D1DrD1p@DD1DD1dDB2D1 DD1dDiD1DkD1D2D1DqD1p@DD1DD1dDB3D1 DD1dDiD1DkD1D2D1DpD1p@DD1DD1dDB4D1 DD1dDiD1DkD1D2D1DoD1p@DD1DD1dDB5D1 DD1dDiD1DkD1D2D3@D{M<D1 pD1 DD1@DD1eDzM4D1 DD1dDND1DND1D0D3@D`{D1 pD1 DD1@DD1dDM5D1 DD1dDND1DND1D0D@D{"M4 = 1 is Simoncelli's constraint.("*"D-"D+"D- "D-"D!@NormalArial D3@Dv2D1 pD1 DD1@DD1eD|M5D1 DD1dDiD1DkD1pDD1DD1@DD1@DD1@DD1@DD1@DD1p@DD1DD1dDL1D1 DD1dDiD1DkD1D2D1DD1p@DD1DD1dDB1D1 DD1dDiD1DkD1D2D1DD1p@DD1DD1dDB2D1 DD1dDiD1DkD1D2D1DD1p@DD1DD1dDB3D1 DD1dDiD1DkD1D2D1DD1p@DD1DD1dDB4D1 DD1dDiD1DkD1D2D1DD1p@DD1DD1dDB5D1 DD1dDiD1DkD1D2D3@D`D1 pD19DD1dDM4A@^1 4 3 215 45 1 21 20 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 6 0 16777215 0 90 3 NO-TITLEDD?@EEE!?E3@Du`kE1 pE19EE1dEM5A@^1 4 3 215 45 1 21 20 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 6 0 16777215 0 90 3 NO-TITLEEE?@EEE !?E @DkS{xKK7Compute the convolution kernels using the centered DFT.(7*7E -7E +"E - 7E-7E!@NormalArial E3@DE1 pE1 EE1@EE1dEWE1 EE1dEiE1EkE1EE1@EE1tE1E1EE1dENE1E1E1EE1dEexpE 1pEE!1E E"1@E!E#1@E"E$1@E#E%1K@E$E&1E%jE'1E$2E(1E#\pE)1pE"E*1E)E+1dE*iE,1E*aE-1E!E.1@E-E/1dE.kE01E.aE11E-E21dE1NE31E11E43@DqE51 pE61 E5E71dE6b1E81E6E91@E8E:1@E9E;1dE:jE<1E:WE=1pE9E>1E=E?1dE>jE@1E>B1EA1E8WEB3@DEC1 pED1 ECEE1dEDb2EF1EDEG1@EFEH1@EGEI1dEHjEJ1EHWEK1pEGEL1EKEM1dELjEN1ELB2EO1EFWEP3@Dy$EQ1 pER1 EQES1dERb3ET1EREU1@ETEV1@EUEW1dEVjEX1EVWEY1pEUEZ1EYE[1dEZjE\1EZB3E]1ETWE^3@DE_1 pE`1 E_Ea1dE`b4Eb1E`Ec1@EbEd1@EcEe1dEdjEf1EdWEg1pEcEh1EgEi1dEhjEj1EhB4Ek1EbWEl3@DEm1 pEn1 EmEo1dEnh0Ep1EnEq1@EpEr1dEqWEs1EqH0Et1EpWEu3@DJEv1 pEw1 EvEx1dEwl0Ey1EwEz1@EyE{1dEzWE|1EzL0E}1EyWE~3@DhxE1 pE1 EE1dEl1E1EE1@EE1dEWE1EL1E1EWE3@DiE1 pE1 EE1dEb5E1EE1@EE1@EE1dEjE1EWE1pEE1EE1dEjE1EB5E1EWE@D#1Plot the three bandpass filter impulse responses.(1*1E-1E+"E- 1E-1E!@NormalArial E3@DE1 pE19EE1dEb1@_@^1 4 3 215 25 1 17 17 0 1 1 1 4 -1 1 0 1 1 1 4 -1 1 0 0 1 1 4 -1 1 4 0 16777215 0 90 2 NO-TITLEEE?@EEE!?E3@D}sE1 pE19EE1dEb2@a@`1 3 3 215 45 1 20 18 0 0 1 1 4 -1 1 0 0 1 1 4 -1 1 0 0 1 1 14 -1 1 6 0 16777215 1 100 2 NO-TITLEEE?@EEE!?E3@D%E1 pE19EE1dEb3@`@_1 3 3 215 45 1 20 18 0 1 1 1 4 -1 1 0 1 1 1 4 -1 1 0 0 1 1 14 -1 1 6 0 16777215 1 90 2 NO-TITLEEE?@EEE!?E3@D0E1 pE19EE1dEb4@`@_1 3 3 215 45 1 20 18 0 1 1 1 4 -1 1 0 1 1 1 4 -1 1 0 0 1 1 14 -1 1 6 0 16777215 1 90 2 NO-TITLEEE?@EEE!?E3@DE1 pE19EE1dEb5@`@_1 3 3 215 45 1 21 18 0 1 1 1 4 -1 1 0 1 1 1 4 -1 1 0 0 1 1 14 -1 1 6 0 16777215 1 90 2 NO-TITLEEE?@EEE!?E@Dppp?Plot the highpass and the two lowpass filter impulse responses.(?*?E-?E+"E- ?E-?E!@NormalArial E3@D(x E1 pE19EE1dEh0A@^1 4 0 215 45 1 20 18 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 6 0 16777215 0 90 3 NO-TITLEEE?@EEE!?E3@Dux kE1 pE19EE1dEl0A@^1 4 0 215 45 1 20 18 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 6 0 16777215 0 90 3 NO-TITLEEE?@EEE!?E3@Dxx E1 pE19EE1dEl1A@^1 4 0 215 45 1 20 18 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 0 1 1 1 0 -1 1 6 0 16777215 0 90 3 NO-TITLEEE?@EEE!?E@D   ||@GRound off to four digits and scale the values for writing kernel files.(G*GE-GE+"E- GE-GE!@NormalArial E3@D /  E1 pE1 EE1dEbE1E1E3@D 7 E1 pE1 EE1@EE1dEK3_L0E1 EE1dEiE1EkE1EE1p@EE1EE1dEReE1pEE1EE1dEl0E1 EE1dEiE1EkE1EbE3@D h  F1 pF1 FF1@FF1dFK3_L1F1 FF1dFiF1FkF1FF1p@FF 1FF 1dF ReF 1pF F 1F F 1dF l1F1 F F1dFiF1FkF1FbF3@D V  F1 pF1 FF1@FF1dFK3_H0F1 FF1dFiF1FkF1FF1p@FF1FF1dFReF1pFF1FF 1dFh0F!1 FF"1dF!iF#1F!kF$1FbF%3@D  8 F&1 pF'1 F&F(1@F'F)1dF(K3_B1F*1 F(F+1dF*iF,1F*kF-1F'F.1p@F-F/1F.F01dF/ReF11pF/F21F1F31dF2b1F41 F2F51dF4iF61F4kF71F-bF83@D m  F91 pF:1 F9F;1@F:F<1dF;K3_B2F=1 F;F>1dF=iF?1F=kF@1F:FA1p@F@FB1FAFC1dFBReFD1pFBFE1FDFF1dFEb2FG1 FEFH1dFGiFI1FGkFJ1F@bFK3@D U  FL1 pFM1 FLFN1@FMFO1dFNK3_B3FP1 FNFQ1dFPiFR1FPkFS1FMFT1p@FSFU1FTFV1dFUReFW1pFUFX1FWFY1dFXb3FZ1 FXF[1dFZiF\1FZkF]1FSbF^3@DH @ 0 F_1 pF`1 F_Fa1@F`Fb1dFaK3_B4Fc1 FaFd1dFciFe1FckFf1F`Fg1p@FfFh1FgFi1dFhReFj1pFhFk1FjFl1dFkb4Fm1 FkFn1dFmiFo1FmkFp1FfbFq3@D` @ 0 Fr1 pFs1 FrFt1@FsFu1dFtK3_B5Fv1 FtFw1dFviFx1FvkFy1FsFz1p@FyF{1FzF|1dF{ReF}1pF{F~1F}F1dF~b5F1 F~F1dFiF1FkF1FybF3@DH s fX F1 pF1FF1@FF1dFiF1FF1dFkF1FF1dFK3_L0F1 FF1dFiF1FkF1FF1+@FSerial_DisplayNodeFF1F _n_u_l_l_F3@DH s X F1 pF1FF1@FF1dFiF1FF1dFkF1FF1dFK3_L1F1 FF1dFiF1FkF1FF1+@F@FF1F _n_u_l_l_F3@DHH s X F1 pF1FF1@FF1dFiF1FF1dFkF1FF1dFK3_H0F1 FF1dFiF1FkF1FF1+@F@FF1F _n_u_l_l_F3@DH ro ` F1 pF1 FF1dFdF1pFF10FF10AFF10AFF10AFF1@FF1FaF1FF1dFNF1F1F1FaF1FF1dFNF1F1F3@D g F1 pF1FF1@FF1dFiF1FF1dFkF1FF1dFK3_B1F1 FF1dFiF1FkF1FF1+@F@FF1F _n_u_l_l_F3@D  F1 pF1FF1@FF1dFiF1FF1dFkF1FF1dFK3_B2F1 FF1dFiF1FkF1FF1+@F@FF1F _n_u_l_l_F3@DH   F1 pF1FF1@FF1dFiF1FF1dFkF1FF1dFK3_B3F1 FF1dFiF1FkF1FF1+@F@FF1F _n_u_l_l_F3@Dy `  F1 pF1FF1dFdF1FF1+@F@FF1F _n_u_l_l_F3@D o F1 pF1FF1@FF1dFiF1FF1dFkF1FF1dFK3_B4G1 FG1dGiG1GkG1FG1+@G@FG1G _n_u_l_l_G3@D  G1 pG1GG 1@GG 1dG iG 1G G 1dG kG 1G G1dG K3_B5G1 G G1dGiG1GkG1GG1+@G@FG1GG@D K  CC@gWrite kernel files for input to the WiT 2-D convolution operator (Use b = 10,000 for unscaled kernels).(g*gG-gG+"G- gG-gG!@NormalArial G3@D $ G1 pG1 GG1@GG1dG WRITEPRNG 1pGG!1ZG K3_L0.arrG"1GK3_L0G#3@D $  G$1 pG%1 G$G&1@G%G'1dG& APPENDPRNG(1pG&G)1ZG( K3_L0.arrG*1G%K3_L0G+3@D+ < 8 G,1 pG-1 G,G.1@G-G/1dG. WRITEPRNG01pG.G11ZG0 K3_L1.arrG21G-K3_L1G33@D+ < 8 G41 pG51 G4G61@G5G71dG6 APPENDPRNG81pG6G91ZG8 K3_L1.arrG:1G5K3_L1G;3@DC T P G<1 pG=1 G1@G=G?1dG> WRITEPRNG@1pG>GA1ZG@ K3_H0.arrGB1G=K3_H0GC3@DC T P GD1 pGE1 GDGF1@GEGG1dGF APPENDPRNGH1pGFGI1ZGH K3_H0.arrGJ1GEK3_H0GK3@D[ l h GL1 pGM1 GLGN1@GMGO1dGN WRITEPRNGP1pGNGQ1ZGP K3_B1.arrGR1GMK3_B1GS3@D[ l h GT1 pGU1 GTGV1@GUGW1dGV APPENDPRNGX1pGVGY1ZGX K3_B1.arrGZ1GUK3_B1G[3@Ds G\1 pG]1 G\G^1@G]G_1dG^ WRITEPRNG`1pG^Ga1ZG` K3_B2.arrGb1G]K3_B2Gc3@Ds   Gd1 pGe1 GdGf1@GeGg1dGf APPENDPRNGh1pGfGi1ZGh K3_B2.arrGj1GeK3_B2Gk3@D Gl1 pGm1 GlGn1@GmGo1dGn WRITEPRNGp1pGnGq1ZGp K3_B3.arrGr1GmK3_B3Gs3@D   Gt1 pGu1 GtGv1@GuGw1dGv APPENDPRNGx1pGvGy1ZGx K3_B3.arrGz1GuK3_B3G{3@D G|1 pG}1 G|G~1@G}G1dG~ WRITEPRNG1pG~G1ZG K3_B4.arrG1G}K3_B4G3@D    G1 pG1 GG1@GG1dG APPENDPRNG1pGG1ZG K3_B4.arrG1GK3_B4G3@D !G1 pG1 GG1@GG1dG WRITEPRNG1pGG1ZG K3_B5.arrG1GK3_B5G3@D   "G1 pG1 GG1@GG1dG APPENDPRNG1pGG1ZG K3_B5.arrG1GK3_B5G@D C  #ppA1. E. P. Simoncelli, and W. T. Freeman, "The Steerable Pyramid: A Flexible Architecture for Multi-Scale Derivative Computation," Proc. ICIP-95: 444-447, 1995. 2. P. J. Burt, and E. H. Adelson, "The Laplacian Pyramid as a Compact Image Code," IEEE Trans. C-31:532-540, 1983. 3. E. P. Simoncelli, W. T. Freeman, E. H. Adelson, and D. J. Heeger, "Shiftable Multiscale Transforms," IEEE Trans. IT-38(2):587-607, 1992. (G-G)G0,0,128G- G)G{0,0,128GG-eG)G0,0,128GG- G)G{0,0,128GG-G)G0,0,128GG-G)G}0,0,128GG-yG)G0,0,128GG-G)G{0,0,128GG- G)G{0,0,128GG-G)G0,0,128GG-G)G}0,0,128GG-G)G0,0,128GGG*G-G+"G- G-G!@NormalArial G@DS c ` $CC == END ==( * G- G+"G-  G- G!@NormalArial