nag_imldwt_3d (c09fdc) (PDF version)
c09 Chapter Contents
c09 Chapter Introduction
NAG Library Manual

NAG Library Function Document

nag_imldwt_3d (c09fdc)

+ Contents

    1  Purpose
    7  Accuracy
    10  Example

1  Purpose

nag_imldwt_3d (c09fdc) computes the inverse three-dimensional multi-level discrete wavelet transform (IDWT). This function reconstructs data from (possibly filtered or otherwise manipulated) wavelet transform coefficients calculated by nag_mldwt_3d (c09fcc) from an original input array. The initialization function nag_wfilt_3d (c09acc) must be called first to set up the IDWT options.

2  Specification

#include <nag.h>
#include <nagc09.h>
void  nag_imldwt_3d (Integer nwlinv, Integer lenc, const double c[], Integer m, Integer n, Integer fr, double b[], Integer ldb, Integer sdb, const Integer icomm[], NagError *fail)

3  Description

nag_imldwt_3d (c09fdc) performs the inverse operation of nag_mldwt_3d (c09fcc). That is, given a set of wavelet coefficients, computed up to level nfwd by nag_mldwt_3d (c09fcc) using a DWT as set up by the initialization function nag_wfilt_3d (c09acc), on a real three-dimensional array, A, nag_imldwt_3d (c09fdc) will reconstruct A. The reconstructed array is referred to as B in the following since it will not be identical to A when the DWT coefficients have been filtered or otherwise manipulated prior to reconstruction. If the original input array is level 0, then it is possible to terminate reconstruction at a higher level by specifying fewer than the number of levels used in the call to nag_mldwt_3d (c09fcc). This results in a partial reconstruction.

4  References

Wang Y, Che X and Ma S (2012) Nonlinear filtering based on 3D wavelet transform for MRI denoising URASIP Journal on Advances in Signal Processing 2012:40

5  Arguments

1:     nwlinvIntegerInput
On entry: the number of levels to be used in the inverse multi-level transform. The number of levels must be less than or equal to nfwd, which has the value of argument nwl as used in the computation of the wavelet coefficients using nag_mldwt_3d (c09fcc). The data will be reconstructed to level nwl-nwlinv, where level 0 is the original input dataset provided to nag_mldwt_3d (c09fcc).
Constraint: 1nwlinvnwl, where nwl is the value used in a preceding call to nag_mldwt_3d (c09fcc).
2:     lencIntegerInput
On entry: the dimension of the array c.
Constraint: lencnct, where nct is the total number of wavelet coefficients that correspond to a transform with nwlinv levels.
3:     c[lenc]const doubleInput
On entry: the coefficients of the multi-level discrete wavelet transform. This will normally be the result of some transformation on the coefficients computed by function nag_mldwt_3d (c09fcc).
Note that the coefficients in c may be extracted according to level and type into three-dimensional arrays using nag_wav_3d_coeff_ext (c09fyc), and inserted using nag_wav_3d_coeff_ins (c09fzc).
4:     mIntegerInput
On entry: the number of elements, m, in the first dimension of the reconstructed array B. For a full reconstruction of nwl levels, where nwl is as supplied to nag_mldwt_3d (c09fcc), this must be the same as argument m used in a preceding call to nag_mldwt_3d (c09fcc). For a partial reconstruction of nwlinv<nwl levels, this must be equal to dwtlvm[nwlinv], as returned from nag_mldwt_3d (c09fcc)
5:     nIntegerInput
On entry: the number of elements, n, in the second dimension of the reconstructed array B. For a full reconstruction of nwl, levels, where nwl is as supplied to nag_mldwt_3d (c09fcc), this must be the same as argument n used in a preceding call to nag_mldwt_3d (c09fcc). For a partial reconstruction of nwlinv<nwl levels, this must be equal to dwtlvn[nwlinv], as returned from nag_mldwt_3d (c09fcc).
6:     frIntegerInput
On entry: the number of elements, fr, in the third dimension of the reconstructed array B. For a full reconstruction of nwl levels, where nwl is as supplied to nag_mldwt_3d (c09fcc), this must be the same as argument fr used in a preceding call to nag_mldwt_3d (c09fcc). For a partial reconstruction of nwlinv<nwl levels, this must be equal to dwtlvfr[nwlinv], as returned from nag_mldwt_3d (c09fcc).
7:     b[dim]doubleOutput
Note: the dimension, dim, of the array b must be at least ldb×sdb×fr.
On exit: the m by n by fr reconstructed array, B, with Bijk stored in b[k-1×ldb×sdb+j-1×ldb+i-1]. The reconstruction is based on the input multi-level wavelet transform coefficients and the transform options supplied to the initialization function nag_wfilt_3d (c09acc).
8:     ldbIntegerInput
On entry: the stride separating row elements of each of the sets of frame coefficients in the three-dimensional data stored in b.
Constraint: ldbm.
9:     sdbIntegerInput
On entry: the stride separating corresponding coefficients of consecutive frames in the three-dimensional data stored in b.
Constraint: sdbn.
10:   icomm[260]const IntegerCommunication Array
On entry: contains details of the discrete wavelet transform and the problem dimension as setup in the call to the initialization function nag_wfilt_3d (c09acc).
11:   failNagError *Input/Output
The NAG error argument (see Section 3.6 in the Essential Introduction).

6  Error Indicators and Warnings

NE_ALLOC_FAIL
Dynamic memory allocation failed.
NE_BAD_PARAM
On entry, argument value had an illegal value.
NE_INITIALIZATION
Either the communication array icomm has been corrupted or there has not been a prior call to the initialization function nag_wfilt_3d (c09acc).
The initialization function was called with wtrans=Nag_SingleLevel.
NE_INT
On entry, fr=value.
Constraint: frvalue, the number of coefficients in the third dimension at the required level of reconstruction.
On entry, m=value.
Constraint: mvalue, the number of coefficients in the first dimension at the required level of reconstruction.
On entry, n=value.
Constraint: nvalue, the number of coefficients in the second dimension at the required level of reconstruction.
On entry, nwlinv=value.
Constraint: nwlinv1.
NE_INT_2
On entry, ldb=value and m=value.
Constraint: ldbm.
On entry, lenc=value.
Constraint: lencvalue, the number of wavelet coefficients required for a transform operating on nwlinv levels. If nwlinv=nwlmax, the maximum number of levels as returned by the initial call to nag_wfilt_3d (c09acc), then lenc must be at least nct, the value returned in nwct by the same call to nag_wfilt_3d (c09acc).
On entry, nwlinv=value and nwl=value where nwl is as used in the computation of the wavelet coefficients by a call to nag_mldwt_3d (c09fcc).
Constraint: nwlinvnwl as used in the call to nag_mldwt_3d (c09fcc).
On entry, sdb=value and n=value.
Constraint: sdbn.
NE_INTERNAL_ERROR
An internal error has occurred in this function. Check the function call and any array sizes. If the call is correct then please contact NAG for assistance.

7  Accuracy

The accuracy of the wavelet transform depends only on the floating-point operations used in the convolution and downsampling and should thus be close to machine precision.

8  Parallelism and Performance

Not applicable.

9  Further Comments

None.

10  Example

See Section 10 in nag_mldwt_3d (c09fcc).

nag_imldwt_3d (c09fdc) (PDF version)
c09 Chapter Contents
c09 Chapter Introduction
NAG Library Manual

© The Numerical Algorithms Group Ltd, Oxford, UK. 2014