comparison util/ksvd utils/collincomb.c @ 70:c3eca463202d

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+/**************************************************************************
+ *
+ * File name: collincomb.c
+ *
+ * Ron Rubinstein
+ * Computer Science Department
+ * Technion, Haifa 32000 Israel
+ * ronrubin@cs
+ *
+ * Last Updated: 21.5.2009
+ *
+ *************************************************************************/
+
+
+#include "mex.h"
+
+
+/* Input Arguments */
+
+#define	A_IN	   prhs[0]
+#define ROWS_IN  prhs[1]
+#define COLS_IN1 prhs[1]
+#define COLS_IN2 prhs[2]
+#define X_IN1    prhs[2]
+#define X_IN2    prhs[3]
+
+
+/* Output Arguments */
+
+#define	Y_OUT	plhs[0]
+
+
+void mexFunction(int nlhs, mxArray *plhs[],
+int nrhs, const mxArray*prhs[])
+
+{
+  double *A, *x, *y, *rows, *cols;
+  mwSize m,n,m1,n1,m2,n2,rownum,colnum;
+  mwIndex col_id,*row_ids,i,j;
+  int rownumspecified=0;
+  
+  
+  /* Check for proper number of arguments */
+  
+  if (nrhs!=3 && nrhs!=4) {
+    mexErrMsgTxt("Invalid number of arguments.");
+  } else if (nlhs > 1) {
+    mexErrMsgTxt("Too many output arguments.");
+  }
+  
+  
+  /* Check the input dimensions */
+  
+  m = mxGetM(A_IN);
+  n = mxGetN(A_IN);
+  if (!mxIsDouble(A_IN) || mxIsComplex(A_IN) || mxGetNumberOfDimensions(A_IN)>2) {
+    mexErrMsgTxt("COLLINCOMB requires that A be a double matrix.");
+  }
+  
+  if (nrhs==3) {
+    
+    m1 = mxGetM(COLS_IN1);
+    n1 = mxGetN(COLS_IN1);
+    if (!mxIsDouble(COLS_IN1) || mxIsComplex(COLS_IN1) || (m1!=1 && n1!=1)) {
+      mexErrMsgTxt("COLLINCOMB requires that COLS be an index vector of type double.");
+    }
+    colnum = (m1 > n1) ? m1 : n1;   /* the number of columns in the linear combination */
+    
+    m2 = mxGetM(X_IN1);
+    n2 = mxGetN(X_IN1);
+    if (!mxIsDouble(X_IN1) || mxIsComplex(X_IN1) || (m2!=1 && n2!=1)) {
+      mexErrMsgTxt("COLLINCOMB requires that X be a double vector.");
+    }
+    
+    if (m2!=colnum && n2!=colnum) {
+      mexErrMsgTxt("The length of X does not match the number of columns in COLS.");
+    }
+    
+    rows = 0;
+    Y_OUT = mxCreateDoubleMatrix(m, 1, mxREAL);
+    cols = mxGetPr(COLS_IN1);
+    x = mxGetPr(X_IN1);
+  }
+  else {
+    
+    m1 = mxGetM(ROWS_IN);
+    n1 = mxGetN(ROWS_IN);
+    if (!mxIsDouble(ROWS_IN) || mxIsComplex(ROWS_IN) || (m1!=1 && n1!=1)) {
+      mexErrMsgTxt("COLLINCOMB requires that ROWS be an index vector of type double.");
+    }
+    rownum = (m1 > n1) ? m1 : n1;   /* the number of rows in the linear combination */
+    rownumspecified = 1;
+    rows = mxGetPr(ROWS_IN);
+    
+    m1 = mxGetM(COLS_IN2);
+    n1 = mxGetN(COLS_IN2);
+    if (!mxIsDouble(COLS_IN2) || mxIsComplex(COLS_IN2) || (m1!=1 && n1!=1)) {
+      mexErrMsgTxt("COLLINCOMB requires that COLS be an index vector of type double.");
+    }
+    colnum = (m1 > n1) ? m1 : n1;   /* the number of columns in the linear combination */
+    
+    m2 = mxGetM(X_IN2);
+    n2 = mxGetN(X_IN2);
+    if (!mxIsDouble(X_IN2) || mxIsComplex(X_IN2) || (m2!=1 && n2!=1)) {
+      mexErrMsgTxt("COLLINCOMB requires that X be a double vector.");
+    }
+    
+    if (m2!=colnum && n2!=colnum) {
+      mexErrMsgTxt("The length of X does not match the number of columns in COLS.");
+    }
+    
+    Y_OUT = mxCreateDoubleMatrix(rownum, 1, mxREAL);
+    cols = mxGetPr(COLS_IN2);
+    x = mxGetPr(X_IN2);
+  }
+  
+  
+  /* Assign pointers to the various parameters */
+  A = mxGetPr(A_IN);
+  y = mxGetPr(Y_OUT);
+  
+  
+  if (rownumspecified) {
+    
+     /* check row indices */
+    
+    row_ids = (mwIndex*)mxMalloc(rownum*sizeof(mwIndex));
+    
+    for (i=0; i<rownum; ++i) {
+      row_ids[i] = (mwIndex)(rows[i]+0.1)-1;
+      if (row_ids[i]<0 || row_ids[i]>=m) {
+        mexErrMsgTxt("Row index in ROWS is out of range.");
+      }
+    }
+    
+    /* Do the actual computation */
+    for (i=0; i<colnum; ++i) {
+      col_id = (mwIndex)(cols[i]+0.1)-1;
+      if (col_id<0 || col_id>=n) {
+        mexErrMsgTxt("Column index in COLS is out of range.");
+      }
+      for (j=0; j<rownum; ++j) {
+        y[j] += A[m*col_id+row_ids[j]]*x[i];
+      }
+    }
+    
+    mxFree(row_ids);
+  }
+  
+  else {
+    
+    /* Do the actual computation */
+    for (i=0; i<colnum; ++i) {
+      col_id = (mwIndex)(cols[i]+0.1)-1;
+      if (col_id<0 || col_id>=n) {
+        mexErrMsgTxt("Column index in COLS is out of range.");
+      }
+      for (j=0; j<m; ++j) {
+        y[j] += A[m*col_id+j]*x[i];
+      }
+    }
+  }
+  
+  return;
+}