195 lines
4.6 KiB
C
195 lines
4.6 KiB
C
#include "common.h"
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#include "glyph.h"
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#include "score.h"
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#include "fugu.h"
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#include "volcanop.h"
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#include "nnet.h"
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#define FUGU_SEG_MAX_SPACES 32
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static int g_cSpaces;
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static FUGU_INTEGER_WEIGHTS g_aCharDetNet[FUGU_SEG_MAX_SPACES];
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POINT *DupPoints(POINT *pOldPoints, int nPoints);
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GLYPH *GlyphFromStrokes(UINT cStrokes, STROKE *pStrokes);
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// prepare net from pointer
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BOOL PrepareCharDetNet (BYTE *pb, FUGU_INTEGER_WEIGHTS *pCharDetNet)
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{
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pCharDetNet->pHeader = (FUGU_INTEGER_WEIGHTS_HEADER *) pb;
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pCharDetNet->pfdchMapping = (WCHAR *) (pb + sizeof(FUGU_INTEGER_WEIGHTS_HEADER));
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pCharDetNet->pbWeights = pb + sizeof(FUGU_INTEGER_WEIGHTS_HEADER) +
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sizeof(WCHAR) * pCharDetNet->pHeader->arch.nOutputs;
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return TRUE;
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}
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// validates the header of the brknet
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int CheckCharDetHeader (void *pData)
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{
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NNET_HEADER *pHeader = (NNET_HEADER *)pData;
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// wrong magic number
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ASSERT (pHeader->dwFileType == CHARDET_FILE_TYPE);
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if (pHeader->dwFileType != CHARDET_FILE_TYPE)
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{
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return FALSE;
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}
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// check version
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ASSERT(pHeader->iFileVer >= CHARDET_OLD_FILE_VERSION);
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ASSERT(pHeader->iMinCodeVer <= CHARDET_CUR_FILE_VERSION);
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ASSERT ( !memcmp ( pHeader->adwSignature,
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g_locRunInfo.adwSignature,
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sizeof (pHeader->adwSignature)
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)
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);
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ASSERT (pHeader->cSpace <= FUGU_SEG_MAX_SPACES);
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if ( pHeader->iFileVer >= CHARDET_OLD_FILE_VERSION &&
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pHeader->iMinCodeVer <= CHARDET_CUR_FILE_VERSION &&
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!memcmp ( pHeader->adwSignature,
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g_locRunInfo.adwSignature,
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sizeof (pHeader->adwSignature)
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) &&
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pHeader->cSpace <= FUGU_SEG_MAX_SPACES
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)
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{
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return pHeader->cSpace;
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}
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else
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{
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return 0;
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}
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}
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// does the necessary preparations for a net to be used later
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static BOOL CharDetLoadFromPointer (BYTE *pData)
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{
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int iSpc, cSpc, iSpaceID;
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NNET_SPACE_HEADER *pSpaceHeader;
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BYTE *pPtr;
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if (!pData)
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{
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return FALSE;
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}
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// check the header info
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cSpc = CheckCharDetHeader (pData);
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g_cSpaces = cSpc;
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if (cSpc <= 0)
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{
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return FALSE;
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}
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pPtr = pData + sizeof (NNET_HEADER);
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for (iSpc = 0; iSpc < cSpc; iSpc++)
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{
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// point to the one and only space that we have
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pSpaceHeader = (NNET_SPACE_HEADER *)pPtr;
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pPtr += sizeof (NNET_SPACE_HEADER);
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// point to the actual data
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iSpaceID = pSpaceHeader->iSpace;
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ASSERT (iSpaceID >= 1 && iSpaceID <= FUGU_SEG_MAX_SPACES);
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if (!PrepareCharDetNet ( pData + pSpaceHeader->iDataOffset,
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g_aCharDetNet + iSpaceID - 1
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)
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)
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{
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return FALSE;
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}
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}
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return TRUE;
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}
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BOOL LoadCharDetFromFile(wchar_t *wszPath, LOAD_INFO *pLoadInfo)
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{
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wchar_t awszFileName[MAX_PATH];
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// memory map the file
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wsprintf (awszFileName, L"%s\\chardet.bin", wszPath);
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if (!DoOpenFile(pLoadInfo, awszFileName))
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{
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return FALSE;
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}
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return CharDetLoadFromPointer (pLoadInfo->pbMapping);
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}
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BOOL LoadCharDetFromResource (HINSTANCE hInst, int nResID, int nType)
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{
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LOAD_INFO LoadInfo;
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if (!DoLoadResource (&LoadInfo, hInst, nResID, nType))
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{
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return FALSE;
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}
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return CharDetLoadFromPointer (LoadInfo.pbMapping);
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}
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BOOL CharDetUnloadFile(LOAD_INFO *pInfo)
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{
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return DoCloseFile(pInfo);
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}
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int *ApplyFuguInteger(FUGU_INTEGER_WEIGHTS *pFugu, int aiInput[FUGU_INPUT_WIDTH][FUGU_INPUT_HEIGHT]);
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float FuguSegScore(int cStrokes, STROKE *pStrokes, LOCRUN_INFO *pLocRunInfo)
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{
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GLYPH *pGlyph = GlyphFromStrokes(cStrokes, pStrokes);
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int i;
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int aiInput[FUGU_INPUT_WIDTH][FUGU_INPUT_HEIGHT];
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int *piOutput = NULL;
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float flOutput = 0;
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if (cStrokes >= 1 && cStrokes <= g_cSpaces)
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{
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// First convert the ink to 29x29 input region
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if (!FuguRender(pGlyph, NULL, aiInput))
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{
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return -1;
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}
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// Apply the recognizer
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piOutput = ApplyFuguInteger(g_aCharDetNet + cStrokes - 1, aiInput);
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if (piOutput == NULL)
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{
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return -1;
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}
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for (i = 0; i < g_aCharDetNet[cStrokes - 1].pHeader->arch.nOutputs; i++)
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{
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wchar_t wch = g_aCharDetNet[cStrokes - 1].pfdchMapping[i];
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// I'm assuming every space will have "not a char" samples. Note that
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// there are two possible mappings for "not a char", the old one L'0'
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// and the new one which is simply 0.
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if (wch == 0 || wch == L'0')
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{
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int cRight = FUGU_ACTIVATION_SCALE - piOutput[i];
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if (cRight == 0)
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{
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cRight = 1;
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}
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flOutput = (float) cRight / (float) FUGU_ACTIVATION_SCALE;
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}
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}
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}
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DestroyFramesGLYPH(pGlyph);
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DestroyGLYPH(pGlyph);
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ExternFree(piOutput);
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return flOutput;
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}
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