📄 qccwavwaveletanalysis3dint.3
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.TH QCCWAVWAVELETANALYSIS3DINT 3 "QCCPACK" "".SH NAMEQccWAVWaveletAnalysis3DInt, QccWAVWaveletSynthesis3DInt \- integer-valued separable wavelet analysis/synthesis of a 3DInt signal.SH SYNOPSIS.B #include "libQccPack.h".sp.BI "int QccWAVWaveletAnalysis3DInt(QccVolumeInt " volume ", int " num_frames ", int " num_rows ", int " num_cols ", int " phase_frame ", int " phase_row ", int " phase_col ", const QccWAVWavelet *" wavelet );.sp.BI "int QccWAVWaveletSynthesis3DInt(QccVolumeInt " volume ", int " num_frames ", int " num_rows ", int " num_cols ", int " phase_frame ", int " phase_row ", int " phase_col ", const QccWAVWavelet *" wavelet );.SH DESCRIPTION.B QccWAVWaveletAnalysis3DInt()performs one level of an integer-valued separable 3D wavelet decomposition fora three-dimensional signal,.IR volume ,which is represented as a volume of.IR num_framesframes,.I num_rowsrows, and.I num_colscolumns.Essentially,.BR QccWAVWaveletAnalysis3DInt()calls.BR QccWAVWaveletAnalysis2DInt (3)once for each frame of the volume, and then.BR QccWAVWaveletAnalysis1DInt (3)for each vector in the temporal direction..IR phase_frame ,.IR phase_row ,and.I phase_colindicate whether the frames, rows, and columns, respectively, of the imagestart with even- or odd-indexed samples.Usually, one assumes that the upper corner of the image cube isindexed as (0, 0, 0) - in this case, .IR phase_frame ,.IR phase_row ,and.I phase_colwould all be.BR QCCWAVWAVELET_PHASE_EVEN .In any event,.IR phase_frame ,.IR phase_row ,and.IR phase_colare passed with each call to .BR QccWAVWaveletAnalysis2DInt (3)and.BR QccWAVWaveletAnalysis1DInt (3)as appropriate.The result of the separable decomposition is returned in.IR volume ..I waveletmust indicate an integer-valued lifting scheme (see.BR QccWAVLiftingSchemeInteger (3))..LP.B QccWAVWaveletSynthesis3DInt()performs one level of separable wavelet synthesisfor a 3DInt signal.Subbands in .I volumeare assumed to be organized as described above for the output of.BR QccWAVWaveletAnalysis3DInt() ..B QccWAVWaveletSynthesis3DInt()calls.BR QccWAVWaveletSynthesis1DInt (3)once for each vector in the temporal direction, then.BR QccWAVWaveletSynthesis2DInt (3)for each frame.The result of the separable wavelet synthesis is returned in.IR volume ..LPNote:In general, you will probably want to use.BR QccWAVWaveletDyadicDWT3DInt (3)and.BR QccWAVWaveletInverseDyadicDWT3DInt (3),or.BR QccWAVWaveletPacketDWT3DInt (3)and.BR QccWAVWaveletInversePacketDWT3DInt (3),for implementing a discrete wavelet transform and its inverse sincethese routinesallow any number of scales, or levels, of decomposition to beperformed..SH "INTEGER-TO-INTEGER WAVELET TRANSFORMS"Transforms generally provide perfect reconstruction in that theinverse transform will perfectly invert transform coefficientsinto an exact representation of the original signal.However, when implemented in floating-point arithmetic, the potentialfor loss arises due to the limits of finite precision in both theforward and inverse transforms.On the other hand,transforms that map integer-valued signals into integer-valuedtransforms coefficients can guarantee perfect reconstruction, providedan inverse transform can be found.For this reason, lifting schemes, in which inverse transforms aretrivial, are favored for theimplementation of integer-valued wavelet transforms. Typically,the general approach proposed by Calderbank.IR "et al" .is followed wherein rounding of floating-point values to integers is performedat each prediction and update step in a lifting scheme.Integer versions of several popular biorthogonal wavelets werecreated in this manner by Calderbank.IR "et al" .,as well as by Xiong.IR "et al" ..LPIn traditional floating-point lifting, the prediction and update stepsare generally followed by a single application of scaling by a constantin order to produce the usual unitary normalization.This scaling step is somewhat problematic for integer-valued liftingsince the scaling constant is usually not an integer.In applications wherein unitary scaling is not required(e.g., in some applications that process each subband completelyindependently), the scaling step is simply dropped in orderto implement an integer-valued version of the transform.Alternatively, one can append three additional lifting steps to implement the scaling; these additional lifting steps can then be renderedinteger-valued via appropriate rounding (e.g., Xiong.IR "et al" .)making the transforms approximately normalized.This latter approach of scaling via additional lifting stepsis employed in the integer-valuedlifting schemes implemented in QccPack..SH "RETURN VALUES"These routinesreturn 0 on success and 1 on error..SH "SEE ALSO".BR QccWAVWaveletAnalysis1DInt (3),.BR QccWAVWaveletSynthesis1DInt (3),.BR QccWAVWaveletAnalysis2DInt (3),.BR QccWAVWaveletSynthesis2DInt (3),.BR QccWAVWaveletDyadicDWT3DInt (3),.BR QccWAVWaveletInverseDyadicDWT3DInt (3),.BR QccWAVWaveletPacketDWT3DInt (3),.BR QccWAVWaveletInversePacketDWT3DInt (3),.BR QccWAVWavelet (3),.BR QccPackWAV (3),.BR QccPack (3).LP.LPA. R. Calderbank, I. Daubechies, W. Sweldens, B.-L. Yeo, "LosslessImage Compression Using Integer to Integer Wavelet Transforms", in.IR "Proceedings of the International Conference on Image Processing" ,Lausanne, Switzerland, pp. 596-599, September 1997.Z. Xiong, X. Wu, S. Cheng, J. Hua, "Lossy-to-Lossless Compression ofMedical Volumetric Data Using Three-Dimensional Integer Wavelet Transforms,".IR "IEEE Transactions on Medical Imaging" ,vol. 22, pp. 459-470, March 2003.I. Daubechies and W. Sweldens,"Factoring Wavelet Transforms Into Lifting Steps,".IR "J. Fourier Anal. Appl." ,vol. 4, no. 3, pp. 245-267, 1998.B.-J. Kim, Z. Xiong, and W. A. Pearlman,"Low Bit-Rate Scalable Video Coding with 3-D Set Partitioningin Hierarchical Trees (3-D SPIHT),".IR "IEEE Transactions on Circuits and Systems for Video Technology" ,vol. 10, no. 8, pp. 1374-1387, December 2000..SH AUTHORCopyright (C) 1997-2009 James E. Fowler.\" The programs herein are free software; you can redistribute them an.or.\" modify them under the terms of the GNU General Public License.\" as published by the Free Software Foundation; either version 2.\" of the License, or (at your option) any later version..\" .\" These programs are distributed in the hope that they 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 these programs; if not, write to the Free Software.\" Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
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