Update to 2.0.0 tree from current Fremantle build
[opencv] / src / cvaux / cvlcm.cpp
diff --git a/src/cvaux/cvlcm.cpp b/src/cvaux/cvlcm.cpp
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+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+//  By downloading, copying, installing or using the software you agree to this license.
+//  If you do not agree to this license, do not download, install,
+//  copy or use the software.
+//
+//
+//                        Intel License Agreement
+//                For Open Source Computer Vision Library
+//
+// Copyright (C) 2000, Intel Corporation, all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+//   * Redistribution's of source code must retain the above copyright notice,
+//     this list of conditions and the following disclaimer.
+//
+//   * Redistribution's in binary form must reproduce the above copyright notice,
+//     this list of conditions and the following disclaimer in the documentation
+//     and/or other materials provided with the distribution.
+//
+//   * The name of Intel Corporation may not be used to endorse or promote products
+//     derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+/* Hybrid linear-contour model reconstruction */
+#include "_cvaux.h"
+
+#define CV_IMPL CV_EXTERN_C
+
+const float LCM_CONST_ZERO = 1e-6f;
+
+/****************************************************************************************\
+*                                    Auxiliary struct definitions                                 *
+\****************************************************************************************/
+typedef struct CvLCM
+{
+    CvGraph* Graph;
+    CvVoronoiDiagram2D* VoronoiDiagram;
+    CvMemStorage* ContourStorage;
+    CvMemStorage* EdgeStorage;
+    float maxWidth;
+} CvLCM;
+
+typedef struct CvLCMComplexNodeData
+{
+    CvVoronoiNode2D edge_node;
+    CvPoint2D32f site_first_pt;
+    CvPoint2D32f site_last_pt;
+    CvVoronoiSite2D* site_first;
+    CvVoronoiSite2D* site_last;
+    CvVoronoiEdge2D* edge;
+} CvLCMComplexNodeData;
+
+typedef struct CvLCMData
+{
+    CvVoronoiNode2D* pnode;
+    CvVoronoiSite2D* psite;
+    CvVoronoiEdge2D* pedge;
+} CvLCMData;
+
+
+/****************************************************************************************\
+*                                    Function definitions                                *
+\****************************************************************************************/
+
+#define _CV_READ_SEQ_ELEM( elem, reader, type )                       \
+{                                                              \
+    assert( (reader).seq->elem_size == sizeof(*elem));         \
+    elem = (type)(reader).ptr;                                 \
+    CV_NEXT_SEQ_ELEM( sizeof(*elem), reader )                  \
+}
+
+#define _CV_IS_SITE_REFLEX( SITE )  ((SITE) ->node[0] == (SITE) ->node[1])
+#define _CV_IS_EDGE_REFLEX( EDGE )  (( (EDGE)->site[0]->node[0] == (EDGE)->site[0]->node[0] ) || \
+                                      ( (EDGE)->site[1]->node[0] == (EDGE)->site[1]->node[0] ) )
+
+#define _CV_INITIALIZE_CVLCMDATA(STRUCT,SITE,EDGE,NODE)\
+{ (STRUCT)->psite = SITE ; (STRUCT)->pedge = EDGE; (STRUCT)->pnode = NODE;}
+/*F///////////////////////////////////////////////////////////////////////////////////////
+//    Author:  Andrey Sobolev
+//    Name:    _cvConstructLCM
+//    Purpose: Function constructs hybrid model
+//    Context:
+//    Parameters:
+//      LCM : in&out.
+//    Returns: 1, if hybrid model was succesfully constructed
+//             0, if some error occures
+//F*/
+CV_IMPL 
+int _cvConstructLCM(CvLCM* LCM);
+
+/*F///////////////////////////////////////////////////////////////////////////////////////
+//    Author:  Andrey Sobolev
+//    Name:    _cvConstructLCMComplexNode
+//    Purpose: Function constructs Complex Node (node, which consists of
+//             two points and more) of hybrid model
+//    Context:
+//    Parameters:
+//      pLCM : in&out.
+//      pLCMEdge: in, input edge of hybrid model
+//      pLCMInputData: in, input parameters
+//    Returns: pointer to constructed node
+//F*/
+CV_IMPL
+CvLCMNode* _cvConstructLCMComplexNode(CvLCM* pLCM,
+                                      CvLCMEdge* pLCMEdge,
+                                      CvLCMData* pLCMInputData);
+
+/*F///////////////////////////////////////////////////////////////////////////////////////
+//    Author:  Andrey Sobolev
+//    Name:    _cvConstructLCMSimpleNode
+//    Purpose: Function constructs Simple Node (node, which consists of
+//             one point) of hybrid model
+//    Context:
+//    Parameters:
+//      pLCM : in&out.
+//      pLCMEdge: in, input edge of hybrid model
+//      pLCMInputData: in, input parameters
+//    Returns: pointer to constructed node
+//F*/
+CV_IMPL
+CvLCMNode* _cvConstructLCMSimpleNode(CvLCM* pLCM,
+                                    CvLCMEdge* pLCMEdge,
+                                    CvLCMData* pLCMInputData);
+
+/*F///////////////////////////////////////////////////////////////////////////////////////
+//    Author:  Andrey Sobolev
+//    Name:    _cvConstructLCMSimpleNode
+//    Purpose: Function constructs Edge of hybrid model
+//    Context:
+//    Parameters:
+//      pLCM : in&out.
+//      pLCMInputData: in, input parameters
+//    Returns: pointer to constructed edge
+//F*/
+CV_IMPL
+CvLCMEdge* _cvConstructLCMEdge(CvLCM* pLCM,
+                               CvLCMData* pLCMInputData);
+
+/*F///////////////////////////////////////////////////////////////////////////////////////
+//    Author:  Andrey Sobolev
+//    Name:    _cvTreatExeptionalCase
+//    Purpose: Function treats triangles and regular polygons
+//    Context:
+//    Parameters:
+//      pLCM : in, information about graph
+//      pLCMInputData: in, input parameters
+//    Returns: pointer to graph node
+//F*/
+CV_IMPL
+CvLCMNode* _cvTreatExeptionalCase(CvLCM* pLCM,
+                                  CvLCMData* pLCMInputData);
+
+/*F///////////////////////////////////////////////////////////////////////////////////////
+//    Author:  Andrey Sobolev
+//    Name:    _cvNodeMultyplicity
+//    Purpose: Function seeks all non-boundary edges incident to
+//              given node and correspondent incident sites
+//    Context:
+//    Parameters:
+//      pEdge : in, original edge
+//      pNode : in, given node
+//      LinkedEdges : out, matrix of incident edges
+//      LinkedSites : out, matrix of incident sites
+//      pSite: in, original site (pNode must be the begin point of pEdge
+//              for this pSite, this property hold out far all edges)  
+//    Returns: number of incident edges (must be less than 10)
+//F*/
+CV_IMPL
+int _cvNodeMultyplicity(CvVoronoiSite2D* pSite,
+                        CvVoronoiEdge2D* pEdge,
+                        CvVoronoiNode2D* pNode,
+                        CvVoronoiEdge2D** LinkedEdges,
+                        CvVoronoiSite2D** LinkedSites);
+
+/*F///////////////////////////////////////////////////////////////////////////////////////
+//    Author:  Andrey Sobolev
+//    Name:    _cvCreateLCMNode
+//    Purpose: Function create graph node
+//    Context:
+//    Parameters:
+//      pLCM : in, information about graph
+//    Returns: pointer to graph node
+//F*/
+CV_IMPL
+CvLCMNode* _cvCreateLCMNode(CvLCM* pLCM);
+
+/*F///////////////////////////////////////////////////////////////////////////////////////
+//    Author:  Andrey Sobolev
+//    Name:    _cvCreateLCMEdge
+//    Purpose: Function create graph edge
+//    Context:
+//    Parameters:
+//      pLCM : in, information about graph
+//    Returns: pointer to graph edge
+//F*/
+CV_IMPL
+CvLCMEdge* _cvCreateLCMEdge(CvLCM* pLCM);
+
+/*F///////////////////////////////////////////////////////////////////////////////////////
+//    Author:  Andrey Sobolev
+//    Name:    _cvCreateLCMNode
+//    Purpose: Function establishs the connection between node and ege
+//    Context:
+//    Parameters:
+//      LCMNode : in, graph node
+//      LCMEdge : in, graph edge
+//      LCMEdge_prev : in&out, previous edge, connected with given node
+//      index: in, 
+//      i    : =0, if node is initial for edge
+//             =1, if node  is terminal for edge
+//    Returns: 
+//F*/
+CV_IMPL
+void _cvAttachLCMEdgeToLCMNode(CvLCMNode* LCMNode,
+                               CvLCMEdge* LCMEdge,
+                               CvLCMEdge* &LCMEdge_prev,
+                               int index,
+                               int i);
+/*F///////////////////////////////////////////////////////////////////////////////////////
+//    Author:  Andrey Sobolev
+//    Name:    _cvProjectionPointToSegment
+//    Purpose: Function computes the ortogonal projection of PointO to
+//             to segment[PointA, PointB]
+//    Context:
+//    Parameters:
+//      PointO, PointA,PointB: in, given points
+//      PrPoint : out, projection
+//      dist : distance from PointO to PrPoint
+//    Returns: 
+//F*/
+CV_IMPL
+void _cvProjectionPointToSegment(CvPoint2D32f* PointO,
+                                 CvPoint2D32f* PointA,
+                                 CvPoint2D32f* PointB,
+                                 CvPoint2D32f* PrPoint,
+                                 float* dist);
+
+/*F///////////////////////////////////////////////////////////////////////////////////////
+//    Author:  Andrey Sobolev
+//    Name:    _cvPrepareData
+//    Purpose: Function fills up the struct CvLCMComplexNodeData
+//    Context:
+//    Parameters:
+//      pLCMData : in
+//      pLCMCCNData : out
+//    Returns: 
+//F*/
+CV_IMPL
+void _cvPrepareData(CvLCMComplexNodeData* pLCMCCNData,
+                    CvLCMData* pLCMData);
+
+/****************************************************************************************\
+*                                    Function realization                               *
+\****************************************************************************************/
+
+CV_IMPL CvGraph* cvLinearContorModelFromVoronoiDiagram(CvVoronoiDiagram2D* VoronoiDiagram,
+                                                       float maxWidth)
+{
+    CvMemStorage* LCMstorage;
+    CvSet* SiteSet;
+    CvLCM LCM = {NULL, VoronoiDiagram,NULL,NULL,maxWidth};
+
+    CV_FUNCNAME( "cvLinearContorModelFromVoronoiDiagram" );
+     __BEGIN__;
+    
+    if( !VoronoiDiagram )
+        CV_ERROR( CV_StsBadArg,"Voronoi Diagram is not defined" );
+    if( maxWidth < 0 )
+        CV_ERROR( CV_StsBadArg,"Treshold parameter must be non negative" );
+    
+    for(SiteSet = VoronoiDiagram->sites;
+        SiteSet != NULL;
+        SiteSet = (CvSet*)SiteSet->h_next)
+        {
+            if(SiteSet->v_next)
+                CV_ERROR( CV_StsBadArg,"Can't operate with multiconnected domains" );
+            if(SiteSet->total > 70000)
+                CV_ERROR( CV_StsBadArg,"Can't operate with large domains" );
+        }
+            
+
+    LCMstorage = cvCreateMemStorage(0);
+    LCM.EdgeStorage = cvCreateChildMemStorage(LCMstorage);
+    LCM.ContourStorage = cvCreateChildMemStorage(LCMstorage);
+    LCM.Graph = cvCreateGraph(CV_SEQ_KIND_GRAPH|CV_GRAPH_FLAG_ORIENTED,
+                              sizeof(CvGraph),
+                              sizeof(CvLCMNode),
+                              sizeof(CvLCMEdge),
+                              LCMstorage);
+    if(!_cvConstructLCM(&LCM))
+        cvReleaseLinearContorModelStorage(&LCM.Graph);
+
+    
+    __END__;
+    return LCM.Graph;
+}//end of cvLinearContorModelFromVoronoiDiagram
+
+CV_IMPL int cvReleaseLinearContorModelStorage(CvGraph** Graph)
+{
+    CvSeq* LCMNodeSeq, *LCMEdgeSeq;
+    CvLCMNode* pLCMNode;
+    CvLCMEdge* pLCMEdge;
+
+    /*CV_FUNCNAME( "cvReleaseLinearContorModelStorage" );*/
+     __BEGIN__;
+
+    if(!Graph || !(*Graph))
+        return 0;
+
+    LCMNodeSeq = (CvSeq*)(*Graph);
+    LCMEdgeSeq = (CvSeq*)(*Graph)->edges;
+    if(LCMNodeSeq->total > 0)
+    {
+        pLCMNode = (CvLCMNode*)cvGetSeqElem(LCMNodeSeq,0);
+        if(pLCMNode->contour->storage)
+            cvReleaseMemStorage(&pLCMNode->contour->storage);
+    }
+    if(LCMEdgeSeq->total > 0)
+    {
+        pLCMEdge = (CvLCMEdge*)cvGetSeqElem(LCMEdgeSeq,0);
+        if(pLCMEdge->chain->storage)
+            cvReleaseMemStorage(&pLCMEdge->chain->storage);
+    }
+    if((*Graph)->storage)
+        cvReleaseMemStorage(&(*Graph)->storage);
+    *Graph = NULL;
+
+    
+    __END__;
+    return 1;
+}//end of cvReleaseLinearContorModelStorage
+
+int _cvConstructLCM(CvLCM* LCM)
+{
+    CvVoronoiSite2D* pSite = 0;
+    CvVoronoiEdge2D* pEdge = 0, *pEdge1;
+    CvVoronoiNode2D* pNode, *pNode1;
+    
+    CvVoronoiEdge2D* LinkedEdges[10];
+    CvVoronoiSite2D* LinkedSites[10];
+    
+    CvSeqReader reader;
+    CvLCMData LCMdata;
+    int i;
+
+    for(CvSet* SiteSet = LCM->VoronoiDiagram->sites;
+        SiteSet != NULL;
+        SiteSet = (CvSet*)SiteSet->h_next)
+    {
+        cvStartReadSeq((CvSeq*)SiteSet, &reader);
+        for(i = 0; i < SiteSet->total; i++)
+        {
+            _CV_READ_SEQ_ELEM(pSite,reader,CvVoronoiSite2D*);
+            if(pSite->node[0] == pSite->node[1])
+                continue;
+            pEdge = CV_LAST_VORONOIEDGE2D(pSite);
+            pNode = CV_VORONOIEDGE2D_BEGINNODE(pEdge,pSite);
+            if(pNode->radius > LCM->maxWidth)
+                goto PREPARECOMPLEXNODE;
+            
+            pEdge1 = CV_PREV_VORONOIEDGE2D(pEdge,pSite);
+            pNode1 = CV_VORONOIEDGE2D_BEGINNODE(pEdge1,pSite);
+            if(pNode1->radius > LCM->maxWidth)
+                goto PREPARECOMPLEXNODE;
+            if(pNode1->radius == 0)
+                continue;
+            if(_cvNodeMultyplicity(pSite, pEdge,pNode,LinkedEdges,LinkedSites) == 1)
+                goto PREPARESIMPLENODE;
+        }
+// treate triangle or regular polygon
+        _CV_INITIALIZE_CVLCMDATA(&LCMdata,pSite,pEdge,CV_VORONOIEDGE2D_ENDNODE(pEdge,pSite));
+        if(!_cvTreatExeptionalCase(LCM,&LCMdata))
+            return 0;
+        continue;
+
+PREPARECOMPLEXNODE:
+        _CV_INITIALIZE_CVLCMDATA(&LCMdata,pSite,pEdge,CV_VORONOIEDGE2D_ENDNODE(pEdge,pSite));
+        if(!_cvConstructLCMComplexNode(LCM,NULL,&LCMdata))
+            return 0;
+        continue;
+        
+PREPARESIMPLENODE:
+        _CV_INITIALIZE_CVLCMDATA(&LCMdata,pSite,pEdge,CV_VORONOIEDGE2D_ENDNODE(pEdge,pSite));
+        if(!_cvConstructLCMSimpleNode(LCM,NULL,&LCMdata))
+            return 0;
+        continue;
+    }
+    return 1;
+}//end of _cvConstructLCM
+
+CvLCMNode* _cvConstructLCMComplexNode(CvLCM* pLCM,
+                                      CvLCMEdge* pLCMEdge,
+                                      CvLCMData* pLCMInputData)
+{
+    CvLCMNode* pLCMNode;
+    CvLCMEdge* pLCMEdge_prev = NULL;
+    CvSeqWriter writer;
+    CvVoronoiSite2D* pSite, *pSite_first, *pSite_last;
+    CvVoronoiEdge2D* pEdge, *pEdge_stop;
+    CvVoronoiNode2D* pNode0, *pNode1;
+    CvLCMData LCMOutputData;
+    CvLCMComplexNodeData LCMCCNData;
+    int index = 0;
+    
+    _cvPrepareData(&LCMCCNData,pLCMInputData);
+
+    pLCMNode = _cvCreateLCMNode(pLCM);
+    _cvAttachLCMEdgeToLCMNode(pLCMNode,pLCMEdge,pLCMEdge_prev,1,1);
+    cvStartAppendToSeq((CvSeq*)pLCMNode->contour,&writer);
+    CV_WRITE_SEQ_ELEM(LCMCCNData.site_last_pt, writer);
+    index++;
+
+    if(pLCMEdge)
+    {
+        CV_WRITE_SEQ_ELEM(LCMCCNData.edge_node.pt, writer );
+        CV_WRITE_SEQ_ELEM(LCMCCNData.site_first_pt, writer );
+        index+=2;
+    }
+
+    pSite_first = LCMCCNData.site_first; 
+    pSite_last = LCMCCNData.site_last;
+    pEdge = LCMCCNData.edge;
+
+    for(pSite = pSite_first; 
+        pSite != pSite_last;
+        pSite = CV_NEXT_VORONOISITE2D(pSite),
+        pEdge = CV_PREV_VORONOIEDGE2D(CV_LAST_VORONOIEDGE2D(pSite),pSite))
+    {
+        pEdge_stop = CV_FIRST_VORONOIEDGE2D(pSite);
+        for(;pEdge && pEdge != pEdge_stop;
+             pEdge = CV_PREV_VORONOIEDGE2D(pEdge,pSite))
+        {
+            pNode0 = CV_VORONOIEDGE2D_BEGINNODE(pEdge,pSite);
+            pNode1 = CV_VORONOIEDGE2D_ENDNODE(pEdge,pSite);
+            if(pNode0->radius <= pLCM->maxWidth && pNode1->radius <= pLCM->maxWidth)
+            {
+                _CV_INITIALIZE_CVLCMDATA(&LCMOutputData,pSite,pEdge,pNode1);
+                _cvPrepareData(&LCMCCNData,&LCMOutputData);
+                CV_WRITE_SEQ_ELEM(LCMCCNData.site_first_pt, writer);
+                CV_WRITE_SEQ_ELEM(LCMCCNData.edge_node.pt, writer );
+                index+=2;
+                pLCMEdge = _cvConstructLCMEdge(pLCM,&LCMOutputData);
+                _cvAttachLCMEdgeToLCMNode(pLCMNode,pLCMEdge,pLCMEdge_prev,index - 1,0);
+                CV_WRITE_SEQ_ELEM(LCMCCNData.site_last_pt, writer);
+                index++;
+
+                pSite = CV_TWIN_VORONOISITE2D(pSite,pEdge);
+                pEdge_stop = CV_FIRST_VORONOIEDGE2D(pSite);
+                if(pSite == pSite_last)
+                    break;
+            }
+        }
+        if(pSite == pSite_last)
+            break;
+
+        CV_WRITE_SEQ_ELEM(pSite->node[1]->pt, writer);
+        index++;
+    }
+
+    if(pLCMEdge_prev)
+        pLCMEdge_prev->next[(pLCMEdge_prev == (CvLCMEdge*)pLCMNode->first)] = pLCMNode->first;
+    cvEndWriteSeq(&writer);
+    return pLCMNode;
+}//end of _cvConstructLCMComplexNode
+
+CvLCMNode* _cvConstructLCMSimpleNode(CvLCM* pLCM,
+                                     CvLCMEdge* pLCMEdge,
+                                     CvLCMData* pLCMInputData)
+{
+    CvVoronoiEdge2D* pEdge = pLCMInputData->pedge;
+    CvVoronoiSite2D* pSite = pLCMInputData->psite;
+    CvVoronoiNode2D* pNode = CV_VORONOIEDGE2D_BEGINNODE(pEdge,pSite);
+
+    CvVoronoiEdge2D* LinkedEdges[10];
+    CvVoronoiSite2D* LinkedSites[10];
+    int multyplicity = _cvNodeMultyplicity(pSite,pEdge,pNode,LinkedEdges,LinkedSites);
+    if(multyplicity == 2)
+    {
+        pLCMInputData->pedge = LinkedEdges[1];
+        pLCMInputData->psite = CV_TWIN_VORONOISITE2D(LinkedSites[1],LinkedEdges[1]);
+        return NULL;
+    }
+    
+    CvLCMEdge* pLCMEdge_prev = NULL;
+    CvLCMNode* pLCMNode;
+    CvLCMData LCMOutputData;
+
+    pLCMNode = _cvCreateLCMNode(pLCM);
+    cvSeqPush((CvSeq*)pLCMNode->contour,&pNode->pt);
+    _cvAttachLCMEdgeToLCMNode(pLCMNode,pLCMEdge,pLCMEdge_prev,0,1);
+
+    for(int i = (int)(pLCMEdge != NULL);i < multyplicity; i++)
+    {
+        pEdge = LinkedEdges[i];
+        pSite = LinkedSites[i];
+        _CV_INITIALIZE_CVLCMDATA(&LCMOutputData,CV_TWIN_VORONOISITE2D(pSite,pEdge),pEdge,pNode);
+        pLCMEdge = _cvConstructLCMEdge(pLCM,&LCMOutputData);
+        _cvAttachLCMEdgeToLCMNode(pLCMNode,pLCMEdge,pLCMEdge_prev,0,0);
+    }
+    pLCMEdge_prev->next[(pLCMEdge_prev == (CvLCMEdge*)pLCMNode->first)] = pLCMNode->first;
+    return pLCMNode;
+}//end of _cvConstructLCMSimpleNode
+
+CvLCMEdge* _cvConstructLCMEdge(CvLCM* pLCM,
+                               CvLCMData* pLCMInputData)
+{
+    CvVoronoiEdge2D* pEdge = pLCMInputData->pedge;
+    CvVoronoiSite2D* pSite = pLCMInputData->psite;
+    float width = 0;
+
+    CvLCMData LCMData;
+    CvVoronoiNode2D* pNode0,*pNode1;
+
+    CvLCMEdge* pLCMEdge = _cvCreateLCMEdge(pLCM);
+    
+    CvSeqWriter writer;
+    cvStartAppendToSeq(pLCMEdge->chain,&writer );
+
+    pNode0 = pNode1 = pLCMInputData->pnode;
+    CV_WRITE_SEQ_ELEM(pNode0->pt, writer);
+    width += pNode0->radius;
+
+    for(int counter = 0;
+            counter < pLCM->VoronoiDiagram->edges->total;
+            counter++)
+    {
+        pNode1 = CV_VORONOIEDGE2D_BEGINNODE(pEdge,pSite);
+        if(pNode1->radius >= pLCM->maxWidth)
+            goto CREATECOMPLEXNODE;
+
+        CV_WRITE_SEQ_ELEM(pNode1->pt,writer);
+        width += pNode1->radius;
+        _CV_INITIALIZE_CVLCMDATA(&LCMData,pSite,pEdge,pNode1);
+        if(_cvConstructLCMSimpleNode(pLCM,pLCMEdge,&LCMData))
+            goto LCMEDGEEXIT;
+
+        pEdge = LCMData.pedge; pSite = LCMData.psite;
+        pNode0 = pNode1;
+    }
+    return NULL;
+
+CREATECOMPLEXNODE:
+    _CV_INITIALIZE_CVLCMDATA(&LCMData,pSite,pEdge,pNode0);
+    CV_WRITE_SEQ_ELEM(LCMData.pnode->pt,writer);
+    width += LCMData.pnode->radius;
+    _cvConstructLCMComplexNode(pLCM,pLCMEdge,&LCMData);
+
+LCMEDGEEXIT:
+    cvEndWriteSeq(&writer);
+    pLCMEdge->width = width/pLCMEdge->chain->total;
+    return pLCMEdge;
+}//end of _cvConstructLCMEdge
+
+CvLCMNode* _cvTreatExeptionalCase(CvLCM* pLCM,
+                                  CvLCMData* pLCMInputData)
+{
+    CvVoronoiEdge2D* pEdge = pLCMInputData->pedge;
+    CvVoronoiSite2D* pSite = pLCMInputData->psite;
+    CvVoronoiNode2D* pNode = CV_VORONOIEDGE2D_BEGINNODE(pEdge,pSite);
+    CvLCMNode* pLCMNode = _cvCreateLCMNode(pLCM);
+    cvSeqPush((CvSeq*)pLCMNode->contour,&pNode->pt);
+    return pLCMNode;
+}//end of _cvConstructLCMEdge
+
+CV_INLINE
+CvLCMNode* _cvCreateLCMNode(CvLCM* pLCM)
+{
+    CvLCMNode* pLCMNode;
+    cvSetAdd((CvSet*)pLCM->Graph, NULL, (CvSetElem**)&pLCMNode );
+    pLCMNode->contour = (CvContour*)cvCreateSeq(0, sizeof(CvContour),
+                                                   sizeof(CvPoint2D32f),pLCM->ContourStorage);
+    pLCMNode->first = NULL;
+    return pLCMNode;
+}//end of _cvCreateLCMNode
+
+CV_INLINE
+CvLCMEdge* _cvCreateLCMEdge(CvLCM* pLCM)
+{
+    CvLCMEdge* pLCMEdge;
+    cvSetAdd( (CvSet*)(pLCM->Graph->edges), 0, (CvSetElem**)&pLCMEdge );
+    pLCMEdge->chain = cvCreateSeq(0, sizeof(CvSeq),sizeof(CvPoint2D32f),pLCM->EdgeStorage);
+    pLCMEdge->next[0] = pLCMEdge->next[1] = NULL;
+    pLCMEdge->vtx[0] =  pLCMEdge->vtx[1] = NULL;
+    pLCMEdge->index1 =  pLCMEdge->index2 = -1;
+    return pLCMEdge;
+}//end of _cvCreateLCMEdge
+
+CV_INLINE
+void _cvAttachLCMEdgeToLCMNode(CvLCMNode* LCMNode,
+                               CvLCMEdge* LCMEdge,
+                               CvLCMEdge* &LCMEdge_prev,
+                               int index,
+                               int i)
+{
+    if(!LCMEdge)
+        return;
+    if(i==0)
+        LCMEdge->index1 = index;
+    else
+        LCMEdge->index2 = index;
+
+    LCMEdge->vtx[i] = (CvGraphVtx*)LCMNode;
+    if(!LCMEdge_prev)
+        LCMNode->first = (CvGraphEdge*)LCMEdge;
+    else
+//      LCMEdge_prev->next[(LCMEdge_prev == (CvLCMEdge*)LCMNode->first)] = (CvGraphEdge*)LCMEdge;
+        LCMEdge_prev->next[(LCMEdge_prev->vtx[0] != (CvGraphVtx*)LCMNode)] = (CvGraphEdge*)LCMEdge;
+
+    LCMEdge->next[i] = LCMNode->first;
+    LCMEdge_prev = LCMEdge;
+}//end of _cvAttachLCMEdgeToLCMNode
+
+
+int _cvNodeMultyplicity(CvVoronoiSite2D* pSite,
+                        CvVoronoiEdge2D* pEdge,
+                        CvVoronoiNode2D* pNode,
+                        CvVoronoiEdge2D** LinkedEdges,
+                        CvVoronoiSite2D** LinkedSites)
+{
+    if(!pNode->radius)
+        return -1; 
+    assert(pNode == CV_VORONOIEDGE2D_BEGINNODE(pEdge,pSite));
+
+    int multyplicity = 0;
+    CvVoronoiEdge2D* pEdge_cur = pEdge;
+    do
+    {
+        if(pEdge_cur->node[0]->radius && pEdge_cur->node[1]->radius)
+        {
+            LinkedEdges[multyplicity] = pEdge_cur;
+            LinkedSites[multyplicity] = pSite;
+            multyplicity++;
+        }
+        pEdge_cur = CV_PREV_VORONOIEDGE2D(pEdge_cur,pSite);
+        pSite = CV_TWIN_VORONOISITE2D(pSite,pEdge_cur);
+    }while(pEdge_cur != pEdge);
+    return multyplicity;
+}//end of _cvNodeMultyplicity
+
+
+CV_INLINE
+void _cvPrepareData(CvLCMComplexNodeData* pLCMCCNData,
+                    CvLCMData* pLCMData)
+{
+    pLCMCCNData->site_first = pLCMData->psite;
+    pLCMCCNData->site_last = CV_TWIN_VORONOISITE2D(pLCMData->psite,pLCMData->pedge);
+    if(pLCMData->pedge == CV_LAST_VORONOIEDGE2D(pLCMData->psite))
+    {
+        pLCMCCNData->edge = CV_PREV_VORONOIEDGE2D(pLCMData->pedge,pLCMData->psite);
+        pLCMCCNData->edge_node = *pLCMData->pnode;
+        pLCMCCNData->site_first_pt = pLCMData->psite->node[0]->pt;
+        pLCMCCNData->site_last_pt = pLCMData->psite->node[0]->pt;
+    }
+    else
+    {
+        pLCMCCNData->edge = pLCMData->pedge;
+        pLCMCCNData->edge_node = *pLCMData->pnode;
+        _cvProjectionPointToSegment(&pLCMCCNData->edge_node.pt,
+                                  &pLCMCCNData->site_first->node[0]->pt,
+                                  &pLCMCCNData->site_first->node[1]->pt,
+                                  &pLCMCCNData->site_first_pt,
+                                  NULL);
+        _cvProjectionPointToSegment(&pLCMCCNData->edge_node.pt,
+                                  &pLCMCCNData->site_last->node[0]->pt,
+                                  &pLCMCCNData->site_last->node[1]->pt,
+                                  &pLCMCCNData->site_last_pt,
+                                  NULL);
+    }
+}//end of _cvPrepareData
+
+
+void _cvProjectionPointToSegment(CvPoint2D32f* PointO,
+                                 CvPoint2D32f* PointA,
+                                 CvPoint2D32f* PointB,
+                                 CvPoint2D32f* PrPoint,
+                                 float* dist)
+{
+    float scal_AO_AB, scal_AB_AB;
+    CvPoint2D32f VectorAB = {PointB->x - PointA->x, PointB->y - PointA->y};
+    scal_AB_AB = VectorAB.x*VectorAB.x + VectorAB.y*VectorAB.y;
+    if(scal_AB_AB < LCM_CONST_ZERO)
+    {
+        *PrPoint = *PointA;
+        if(dist)
+            *dist = (float)sqrt( (double)(PointO->x -PointA->x)*(PointO->x -PointA->x) + (PointO->y - PointA->y)*(PointO->y - PointA->y));
+        return;
+    }
+
+    CvPoint2D32f VectorAO = {PointO->x - PointA->x, PointO->y - PointA->y};
+    scal_AO_AB = VectorAO.x*VectorAB.x + VectorAO.y*VectorAB.y;
+
+    if(dist)
+    {
+        float vector_AO_AB = (float)fabs(VectorAO.x*VectorAB.y - VectorAO.y*VectorAB.x);
+        *dist = (float)(vector_AO_AB/sqrt((double)scal_AB_AB));
+    }
+
+    float alfa = scal_AO_AB/scal_AB_AB;
+    PrPoint->x = PointO->x - VectorAO.x + alfa*VectorAB.x;
+    PrPoint->y = PointO->y - VectorAO.y + alfa*VectorAB.y;
+    return;
+}//end of _cvProjectionPointToSegment
+
+
+
+