/* wavelet/bspline.c * * Copyright (C) 2004 Ivo Alxneit * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation; either version 3 of the License, or (at * your option) any later version. * * This program is distributed in the hope that it will be useful, but * WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU * General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. */ /* Coefficients are from A. Cohen, I. Daubechies, and J.-C. Feauveau; * "Biorthogonal Bases of Compactly Supported Wavelets", Communications * on Pure and Applied Mathematics, 45 (1992) 485--560 (table 6.1). * * Note the following errors in table 1: * * N = 2, N~ = 4, m0~ * the second term in z^-1 (45/64 z^-1) should be left out. * * N = 3, N~ = 7, m0~ * the term 336z^-3 should read 363z^-3. */ #include #include #include #include static const double h1_103[6] = { -0.0883883476483184405501055452631, 0.0883883476483184405501055452631, M_SQRT1_2, M_SQRT1_2, 0.0883883476483184405501055452631, -0.0883883476483184405501055452631 }; static const double g2_103[6] = { -0.0883883476483184405501055452631, -0.0883883476483184405501055452631, M_SQRT1_2, -(M_SQRT1_2), 0.0883883476483184405501055452631, 0.0883883476483184405501055452631 }; static const double h1_105[10] = { 0.0165728151840597076031447897368, -0.0165728151840597076031447897368, -0.1215339780164378557563951247368, 0.1215339780164378557563951247368, M_SQRT1_2, M_SQRT1_2, 0.1215339780164378557563951247368, -0.1215339780164378557563951247368, -0.0165728151840597076031447897368, 0.0165728151840597076031447897368 }; static const double g2_105[10] = { 0.0165728151840597076031447897368, 0.0165728151840597076031447897368, -0.1215339780164378557563951247368, -0.1215339780164378557563951247368, M_SQRT1_2, -(M_SQRT1_2), 0.1215339780164378557563951247368, 0.1215339780164378557563951247368, -0.0165728151840597076031447897368, -0.0165728151840597076031447897368 }; static const double g1_1[10] = { 0.0, 0.0, 0.0, 0.0, M_SQRT1_2, -(M_SQRT1_2), 0.0, 0.0, 0.0, 0.0 }; static const double h2_1[10] = { 0.0, 0.0, 0.0, 0.0, M_SQRT1_2, M_SQRT1_2, 0.0, 0.0, 0.0, 0.0 }; static const double h1_202[6] = { -0.1767766952966368811002110905262, 0.3535533905932737622004221810524, 1.0606601717798212866012665431573, 0.3535533905932737622004221810524, -0.1767766952966368811002110905262, 0.0 }; static const double g2_202[6] = { 0.0, -0.1767766952966368811002110905262, -0.3535533905932737622004221810524, 1.0606601717798212866012665431573, -0.3535533905932737622004221810524, -0.1767766952966368811002110905262 }; static const double h1_204[10] = { 0.0331456303681194152062895794737, -0.0662912607362388304125791589473, -0.1767766952966368811002110905262, 0.4198446513295125926130013399998, 0.9943689110435824561886873842099, 0.4198446513295125926130013399998, -0.1767766952966368811002110905262, -0.0662912607362388304125791589473, 0.0331456303681194152062895794737, 0.0 }; static const double g2_204[10] = { 0.0, 0.0331456303681194152062895794737, 0.0662912607362388304125791589473, -0.1767766952966368811002110905262, -0.4198446513295125926130013399998, 0.9943689110435824561886873842099, -0.4198446513295125926130013399998, -0.1767766952966368811002110905262, 0.0662912607362388304125791589473, 0.0331456303681194152062895794737 }; static const double h1_206[14] = { -0.0069053396600248781679769957237, 0.0138106793200497563359539914474, 0.0469563096881691715422435709210, -0.1077232986963880994204411332894, -0.1698713556366120029322340948025, 0.4474660099696121052849093228945, 0.9667475524034829435167794013152, 0.4474660099696121052849093228945, -0.1698713556366120029322340948025, -0.1077232986963880994204411332894, 0.0469563096881691715422435709210, 0.0138106793200497563359539914474, -0.0069053396600248781679769957237, 0.0 }; static const double g2_206[14] = { 0.0, -0.0069053396600248781679769957237, -0.0138106793200497563359539914474, 0.0469563096881691715422435709210, 0.1077232986963880994204411332894, -0.1698713556366120029322340948025, -0.4474660099696121052849093228945, 0.9667475524034829435167794013152, -0.4474660099696121052849093228945, -0.1698713556366120029322340948025, 0.1077232986963880994204411332894, 0.0469563096881691715422435709210, -0.0138106793200497563359539914474, -0.0069053396600248781679769957237, }; static const double h1_208[18] = { 0.0015105430506304420992449678146, -0.0030210861012608841984899356291, -0.0129475118625466465649568669819, 0.0289161098263541773284036695929, 0.0529984818906909399392234421792, -0.1349130736077360572068505539514, -0.1638291834340902345352542235443, 0.4625714404759165262773590010400, 0.9516421218971785225243297231697, 0.4625714404759165262773590010400, -0.1638291834340902345352542235443, -0.1349130736077360572068505539514, 0.0529984818906909399392234421792, 0.0289161098263541773284036695929, -0.0129475118625466465649568669819, -0.0030210861012608841984899356291, 0.0015105430506304420992449678146, 0.0 }; static const double g2_208[18] = { 0.0, 0.0015105430506304420992449678146, 0.0030210861012608841984899356291, -0.0129475118625466465649568669819, -0.0289161098263541773284036695929, 0.0529984818906909399392234421792, 0.1349130736077360572068505539514, -0.1638291834340902345352542235443, -0.4625714404759165262773590010400, 0.9516421218971785225243297231697, -0.4625714404759165262773590010400, -0.1638291834340902345352542235443, 0.1349130736077360572068505539514, 0.0529984818906909399392234421792, -0.0289161098263541773284036695929, -0.0129475118625466465649568669819, 0.0030210861012608841984899356291, 0.0015105430506304420992449678146, }; static const double h2_2[18] = { 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3535533905932737622004221810524, 0.7071067811865475244008443621048, 0.3535533905932737622004221810524, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 }; static const double g1_2[18] = { 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.3535533905932737622004221810524, 0.7071067811865475244008443621048, -0.3535533905932737622004221810524, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 }; static const double h1_301[4] = { -0.3535533905932737622004221810524, 1.0606601717798212866012665431573, 1.0606601717798212866012665431573, -0.3535533905932737622004221810524 }; static const double g2_301[4] = { 0.3535533905932737622004221810524, 1.0606601717798212866012665431573, -1.0606601717798212866012665431573, -0.3535533905932737622004221810524 }; static const double h1_303[8] = { 0.0662912607362388304125791589473, -0.1988737822087164912377374768420, -0.1546796083845572709626847042104, 0.9943689110435824561886873842099, 0.9943689110435824561886873842099, -0.1546796083845572709626847042104, -0.1988737822087164912377374768420, 0.0662912607362388304125791589473 }; static const double g2_303[8] = { -0.0662912607362388304125791589473, -0.1988737822087164912377374768420, 0.1546796083845572709626847042104, 0.9943689110435824561886873842099, -0.9943689110435824561886873842099, -0.1546796083845572709626847042104, 0.1988737822087164912377374768420, 0.0662912607362388304125791589473 }; static const double h1_305[12] = { -0.0138106793200497563359539914474, 0.0414320379601492690078619743421, 0.0524805814161890740766251675000, -0.2679271788089652729175074340788, -0.0718155324642587329469607555263, 0.9667475524034829435167794013152, 0.9667475524034829435167794013152, -0.0718155324642587329469607555263, -0.2679271788089652729175074340788, 0.0524805814161890740766251675000, 0.0414320379601492690078619743421, -0.0138106793200497563359539914474 }; static const double g2_305[12] = { 0.0138106793200497563359539914474, 0.0414320379601492690078619743421, -0.0524805814161890740766251675000, -0.2679271788089652729175074340788, 0.0718155324642587329469607555263, 0.9667475524034829435167794013152, -0.9667475524034829435167794013152, -0.0718155324642587329469607555263, 0.2679271788089652729175074340788, 0.0524805814161890740766251675000, -0.0414320379601492690078619743421, -0.0138106793200497563359539914474 }; static const double h1_307[16] = { 0.0030210861012608841984899356291, -0.0090632583037826525954698068873, -0.0168317654213106405344439270765, 0.0746639850740189951912512662623, 0.0313329787073628846871956180962, -0.3011591259228349991008967259990, -0.0264992409453454699696117210896, 0.9516421218971785225243297231697, 0.9516421218971785225243297231697, -0.0264992409453454699696117210896, -0.3011591259228349991008967259990, 0.0313329787073628846871956180962, 0.0746639850740189951912512662623, -0.0168317654213106405344439270765, -0.0090632583037826525954698068873, 0.0030210861012608841984899356291 }; static const double g2_307[16] = { -0.0030210861012608841984899356291, -0.0090632583037826525954698068873, 0.0168317654213106405344439270765, 0.0746639850740189951912512662623, -0.0313329787073628846871956180962, -0.3011591259228349991008967259990, 0.0264992409453454699696117210896, 0.9516421218971785225243297231697, -0.9516421218971785225243297231697, -0.0264992409453454699696117210896, 0.3011591259228349991008967259990, 0.0313329787073628846871956180962, -0.0746639850740189951912512662623, -0.0168317654213106405344439270765, 0.0090632583037826525954698068873, 0.0030210861012608841984899356291 }; static const double h1_309[20] = { -0.0006797443727836989446602355165, 0.0020392331183510968339807065496, 0.0050603192196119810324706421788, -0.0206189126411055346546938106687, -0.0141127879301758447558029850103, 0.0991347824942321571990197448581, 0.0123001362694193142367090236328, -0.3201919683607785695513833204624, 0.0020500227115698857061181706055, 0.9421257006782067372990864259380, 0.9421257006782067372990864259380, 0.0020500227115698857061181706055, -0.3201919683607785695513833204624, 0.0123001362694193142367090236328, 0.0991347824942321571990197448581, -0.0141127879301758447558029850103, -0.0206189126411055346546938106687, 0.0050603192196119810324706421788, 0.0020392331183510968339807065496, -0.0006797443727836989446602355165 }; static const double g2_309[20] = { 0.0006797443727836989446602355165, 0.0020392331183510968339807065496, -0.0050603192196119810324706421788, -0.0206189126411055346546938106687, 0.0141127879301758447558029850103, 0.0991347824942321571990197448581, -0.0123001362694193142367090236328, -0.3201919683607785695513833204624, -0.0020500227115698857061181706055, 0.9421257006782067372990864259380, -0.9421257006782067372990864259380, 0.0020500227115698857061181706055, 0.3201919683607785695513833204624, 0.0123001362694193142367090236328, -0.0991347824942321571990197448581, -0.0141127879301758447558029850103, 0.0206189126411055346546938106687, 0.0050603192196119810324706421788, -0.0020392331183510968339807065496, -0.0006797443727836989446602355165 }; static const double h2_3[20] = { 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.1767766952966368811002110905262, 0.5303300858899106433006332715786, 0.5303300858899106433006332715786, 0.1767766952966368811002110905262, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 }; static const double g1_3[20] = { 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.1767766952966368811002110905262, 0.5303300858899106433006332715786, -0.5303300858899106433006332715786, 0.1767766952966368811002110905262, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 }; static int bspline_init (const double **h1, const double **g1, const double **h2, const double **g2, size_t * nc, size_t * offset, size_t member) { switch (member) { case 103: *nc = 6; *h1 = h1_103; *g1 = &g1_1[2]; *h2 = &h2_1[2]; *g2 = g2_103; break; case 105: *nc = 10; *h1 = h1_105; *g1 = g1_1; *h2 = h2_1; *g2 = g2_105; break; case 202: *nc = 6; *h1 = h1_202; *g1 = &g1_2[6]; *h2 = &h2_2[6]; *g2 = g2_202; break; case 204: *nc = 10; *h1 = h1_204; *g1 = &g1_2[4]; *h2 = &h2_2[4]; *g2 = g2_204; break; case 206: *nc = 14; *h1 = h1_206; *g1 = &g1_2[2]; *h2 = &h2_2[2]; *g2 = g2_206; break; case 208: *nc = 18; *h1 = h1_208; *g1 = g1_2; *h2 = h2_2; *g2 = g2_208; break; case 301: *nc = 4; *h1 = h1_301; *g1 = &g1_3[8]; *h2 = &h2_3[8]; *g2 = g2_301; break; case 303: *nc = 8; *h1 = h1_303; *g1 = &g1_3[6]; *h2 = &h2_3[6]; *g2 = g2_303; break; case 305: *nc = 12; *h1 = h1_305; *g1 = &g1_3[4]; *h2 = &h2_3[4]; *g2 = g2_305; break; case 307: *nc = 16; *h1 = h1_307; *g1 = &g1_3[2]; *h2 = &h2_3[2]; *g2 = g2_307; break; case 309: *nc = 20; *h1 = h1_309; *g1 = g1_3; *h2 = h2_3; *g2 = g2_309; break; default: return GSL_FAILURE; } *offset = 0; return GSL_SUCCESS; } static int bspline_centered_init (const double **h1, const double **g1, const double **h2, const double **g2, size_t * nc, size_t * offset, size_t member) { switch (member) { case 103: *nc = 6; *h1 = h1_103; *g1 = &g1_1[2]; *h2 = &h2_1[2]; *g2 = g2_103; break; case 105: *nc = 10; *h1 = h1_105; *g1 = g1_1; *h2 = h2_1; *g2 = g2_105; break; case 202: *nc = 6; *h1 = h1_202; *g1 = &g1_2[6]; *h2 = &h2_2[6]; *g2 = g2_202; break; case 204: *nc = 10; *h1 = h1_204; *g1 = &g1_2[4]; *h2 = &h2_2[4]; *g2 = g2_204; break; case 206: *nc = 14; *h1 = h1_206; *g1 = &g1_2[2]; *h2 = &h2_2[2]; *g2 = g2_206; break; case 208: *nc = 18; *h1 = h1_208; *g1 = g1_2; *h2 = h2_2; *g2 = g2_208; break; case 301: *nc = 4; *h1 = h1_301; *g1 = &g1_3[8]; *h2 = &h2_3[8]; *g2 = g2_301; break; case 303: *nc = 8; *h1 = h1_303; *g1 = &g1_3[6]; *h2 = &h2_3[6]; *g2 = g2_303; break; case 305: *nc = 12; *h1 = h1_305; *g1 = &g1_3[4]; *h2 = &h2_3[4]; *g2 = g2_305; break; case 307: *nc = 16; *h1 = h1_307; *g1 = &g1_3[2]; *h2 = &h2_3[2]; *g2 = g2_307; break; case 309: *nc = 20; *h1 = h1_309; *g1 = g1_3; *h2 = h2_3; *g2 = g2_309; break; default: return GSL_FAILURE; } *offset = ((*nc) >> 1); return GSL_SUCCESS; } static const gsl_wavelet_type bspline_type = { "bspline", &bspline_init }; static const gsl_wavelet_type bspline_centered_type = { "bspline-centered", &bspline_centered_init }; const gsl_wavelet_type *gsl_wavelet_bspline = &bspline_type; const gsl_wavelet_type *gsl_wavelet_bspline_centered = &bspline_centered_type;