Mercurial > hg > segmenter-vamp-plugin
diff armadillo-3.900.4/include/armadillo_bits/glue_hist_meat.hpp @ 49:1ec0e2823891
Switch to using subrepo copies of qm-dsp, nnls-chroma, vamp-plugin-sdk; update Armadillo version; assume build without external BLAS/LAPACK
author | Chris Cannam |
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date | Thu, 13 Jun 2013 10:25:24 +0100 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/armadillo-3.900.4/include/armadillo_bits/glue_hist_meat.hpp Thu Jun 13 10:25:24 2013 +0100 @@ -0,0 +1,231 @@ +// Copyright (C) 2012-2013 NICTA (www.nicta.com.au) +// Copyright (C) 2012-2013 Conrad Sanderson +// +// This Source Code Form is subject to the terms of the Mozilla Public +// License, v. 2.0. If a copy of the MPL was not distributed with this +// file, You can obtain one at http://mozilla.org/MPL/2.0/. + + + +template<typename T1, typename T2> +inline +void +glue_hist::apply(Mat<uword>& out, const mtGlue<uword,T1,T2,glue_hist>& in) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT; + + const uword dim = in.aux_uword; + + const unwrap_check_mixed<T1> tmp1(in.A, out); + const unwrap_check_mixed<T2> tmp2(in.B, out); + + const Mat<eT>& X = tmp1.M; + const Mat<eT>& C = tmp2.M; + + + arma_debug_check + ( + ((C.is_vec() == false) && (C.is_empty() == false)), + "hist(): parameter 'centers' must be a vector" + ); + + arma_debug_check + ( + (dim > 1), + "hist(): parameter 'dim' must be 0 or 1" + ); + + const uword X_n_rows = X.n_rows; + const uword X_n_cols = X.n_cols; + const uword X_n_elem = X.n_elem; + + const uword C_n_elem = C.n_elem; + + if( C_n_elem == 0 ) + { + out.reset(); + return; + } + + // for vectors we are currently ignoring the "dim" parameter + + uword out_n_rows = 0; + uword out_n_cols = 0; + + if(X.is_vec()) + { + if(X.is_rowvec()) + { + out_n_rows = 1; + out_n_cols = C_n_elem; + } + else + if(X.is_colvec()) + { + out_n_rows = C_n_elem; + out_n_cols = 1; + } + } + else + { + if(dim == 0) + { + out_n_rows = C_n_elem; + out_n_cols = X_n_cols; + } + else + if(dim == 1) + { + out_n_rows = X_n_rows; + out_n_cols = C_n_elem; + } + } + + out.zeros(out_n_rows, out_n_cols); + + + const eT* C_mem = C.memptr(); + const eT center_0 = C_mem[0]; + + if(X.is_vec()) + { + const eT* X_mem = X.memptr(); + uword* out_mem = out.memptr(); + + for(uword i=0; i < X_n_elem; ++i) + { + const eT val = X_mem[i]; + + if(is_finite(val)) + { + eT opt_dist = (val >= center_0) ? (val - center_0) : (center_0 - val); + uword opt_index = 0; + + for(uword j=1; j < C_n_elem; ++j) + { + const eT center = C_mem[j]; + const eT dist = (val >= center) ? (val - center) : (center - val); + + if(dist < opt_dist) + { + opt_dist = dist; + opt_index = j; + } + else + { + break; + } + } + + out_mem[opt_index]++; + } + else + { + // -inf + if(val < eT(0)) { out_mem[0]++; } + + // +inf + if(val > eT(0)) { out_mem[C_n_elem-1]++; } + + // ignore NaN + } + } + } + else + { + if(dim == 0) + { + for(uword col=0; col < X_n_cols; ++col) + { + const eT* X_coldata = X.colptr(col); + uword* out_coldata = out.colptr(col); + + for(uword row=0; row < X_n_rows; ++row) + { + const eT val = X_coldata[row]; + + if(arma_isfinite(val)) + { + eT opt_dist = (center_0 >= val) ? (center_0 - val) : (val - center_0); + uword opt_index = 0; + + for(uword j=1; j < C_n_elem; ++j) + { + const eT center = C_mem[j]; + const eT dist = (center >= val) ? (center - val) : (val - center); + + if(dist < opt_dist) + { + opt_dist = dist; + opt_index = j; + } + else + { + break; + } + } + + out_coldata[opt_index]++; + } + else + { + // -inf + if(val < eT(0)) { out_coldata[0]++; } + + // +inf + if(val > eT(0)) { out_coldata[C_n_elem-1]++; } + + // ignore NaN + } + } + } + } + else + if(dim == 1) + { + for(uword row=0; row < X_n_rows; ++row) + { + for(uword col=0; col < X_n_cols; ++col) + { + const eT val = X.at(row,col); + + if(arma_isfinite(val)) + { + eT opt_dist = (center_0 >= val) ? (center_0 - val) : (val - center_0); + uword opt_index = 0; + + for(uword j=1; j < C_n_elem; ++j) + { + const eT center = C_mem[j]; + const eT dist = (center >= val) ? (center - val) : (val - center); + + if(dist < opt_dist) + { + opt_dist = dist; + opt_index = j; + } + else + { + break; + } + } + + out.at(row,opt_index)++; + } + else + { + // -inf + if(val < eT(0)) { out.at(row,0)++; } + + // +inf + if(val > eT(0)) { out.at(row,C_n_elem-1)++; } + + // ignore NaN + } + } + } + } + } + }