/*---------------------------------------------------------------------------* Project: TwlSDK - PRC - File: prc_algo_standard.c Copyright 2003-2008 Nintendo. All rights reserved. These coded instructions, statements, and computer programs contain proprietary information of Nintendo of America Inc. and/or Nintendo Company Ltd., and are protected by Federal copyright law. They may not be disclosed to third parties or copied or duplicated in any form, in whole or in part, without the prior written consent of Nintendo. $Date:: 2008-09-18#$ $Rev: 8573 $ $Author: okubata_ryoma $ *---------------------------------------------------------------------------*/ #include #include /*===========================================================================* Prototype Declarations *===========================================================================*/ static inline int CityBlockDistance(const PRCPoint *p1, const PRCPoint *p2) { int x = p1->x - p2->x; int y = p1->y - p2->y; if (x < 0) x = -x; if (y < 0) y = -y; return (x + y); } static inline void GetMiddlePoint(PRCPoint *p, const PRCPoint *p1, const PRCPoint *p2) { p->x = (s16)((p1->x + p2->x) / 2); p->y = (s16)((p1->y + p2->y) / 2); } /*===========================================================================* Variable Definitions *===========================================================================*/ /*===========================================================================* Functions *===========================================================================*/ /*---------------------------------------------------------------------------* Name: PRC_GetRecognitionBufferSizeEx_Standard Description: Calculates the work area size required for recognition algorithm. Arguments: maxPointCount: Upper limit of number of input points (includes pen up marker) maxStrokeCount: Upper limit of stroke count protoDB: Sample DB param: Parameters for recognition processing Returns: The memory capacity required for the recognition algorithm. *---------------------------------------------------------------------------*/ u32 PRC_GetRecognitionBufferSizeEx_Standard(int maxPointCount, int maxStrokeCount, const PRCPrototypeDB_Standard *protoDB, const PRCRecognizeParam_Standard *param) { (void)maxPointCount; (void)maxStrokeCount; (void)protoDB; (void)param; return 1; // Because OS_Alloc(0) causes an error } /*---------------------------------------------------------------------------* Name: PRC_GetRecognizedEntriesEx_Standard Description: Compares and recognizes a specific kind entry and input pattern to return the top numRanking ranking of the result. Arguments: resultEntries: Pointer to array that holds pointers to recognition results. If less than the requested number could be recognized, fill in remainder with NULL. resultScores: Pointer to recognition result score array numRanking: Number of returns to result* buffer: Pointer to memory region used by recognition algorithm (Region size >= return value of PRC_GetRecognitionBufferSize) input: Input pattern protoDB: Sample DB kindMask: Takes the logical AND of the 'kind' values for all the sample DB entries. Considered valid if it is non-zero. param: Parameters for recognition processing Returns: Number of patterns in the compared sample DBs. *---------------------------------------------------------------------------*/ int PRC_GetRecognizedEntriesEx_Standard(PRCPrototypeEntry **resultEntries, fx32 *resultScores, int numRanking, void *buffer, const PRCInputPattern_Standard *input, const PRCPrototypeDB_Standard *protoDB, u32 kindMask, const PRCRecognizeParam_Standard *param) { int i; const PRCiPatternData_Common *inputData; int numCompared; int normalizeSize; int doubleWidth; (void)buffer; (void)param; SDK_ASSERT(resultEntries); SDK_ASSERT(resultScores); SDK_ASSERT(input); SDK_ASSERT(protoDB); SDK_ASSERT(numRanking > 0); for (i = 0; i < numRanking; i++) { resultEntries[i] = NULL; resultScores[i] = 0; } normalizeSize = protoDB->normalizeSize; if (normalizeSize < input->normalizeSize) { normalizeSize = input->normalizeSize; } doubleWidth = normalizeSize * 2; inputData = &input->data; numCompared = 0; { const PRCiPrototypeEntry_Common *proto; int iPattern; proto = protoDB->patterns; for (iPattern = 0; iPattern < protoDB->patternCount; iPattern++, proto++) { const PRCiPatternData_Common *protoData; int iStroke; fx32 wholeScore; fx32 wholeWeight; if (!proto->entry->enabled || !(proto->entry->kind & kindMask)) continue; protoData = &proto->data; if (inputData->strokeCount != protoData->strokeCount) continue; wholeScore = 0; wholeWeight = 0; for (iStroke = 0; iStroke < inputData->strokeCount; iStroke++) { int iProto, iInput; int protoStrokeIndex, inputStrokeIndex; int protoSize, inputSize; const PRCPoint *protoPoints; const PRCPoint *inputPoints; const u16 *protoAngle; const u16 *inputAngle; const fx16 *protoRatio; const fx16 *inputRatio; // PRCPoint protoMidPoint, inputMidPoint; fx16 protoNextRatio, inputNextRatio; fx32 strokeScore; fx16 strokeRatio; strokeScore = 0; protoStrokeIndex = protoData->strokes[iStroke]; inputStrokeIndex = inputData->strokes[iStroke]; protoSize = protoData->strokeSizes[iStroke]; inputSize = inputData->strokeSizes[iStroke]; protoPoints = &protoData->pointArray[protoStrokeIndex]; inputPoints = &inputData->pointArray[inputStrokeIndex]; protoAngle = &protoData->lineSegmentAngleArray[protoStrokeIndex]; inputAngle = &inputData->lineSegmentAngleArray[inputStrokeIndex]; protoRatio = &protoData->lineSegmentRatioToStrokeArray[protoStrokeIndex]; inputRatio = &inputData->lineSegmentRatioToStrokeArray[inputStrokeIndex]; SDK_ASSERT(protoSize >= 2); SDK_ASSERT(inputSize >= 2); iProto = iInput = 1; protoNextRatio = protoRatio[iProto]; inputNextRatio = inputRatio[iInput]; // GetMiddlePoint(&protoMidPoint, &protoPoints[iProto-1], &protoPoints[iProto]); // GetMiddlePoint(&inputMidPoint, &inputPoints[iInput-1], &inputPoints[iInput]); for (i = 0; i < protoSize + inputSize - 3; i++) { int diff, score; SDK_ASSERT(iProto < protoSize); SDK_ASSERT(iInput < inputSize); diff = (s16)(protoAngle[iProto] - inputAngle[iInput]); if (diff < 0) { diff = -diff; } score = ((32768 - diff) / 128); if (protoNextRatio <= inputNextRatio) { // Trace one step in the sample stroke // The distance from the closer of the points in the input stroke is reflected in the score inputNextRatio -= protoNextRatio; score *= (inputNextRatio < inputRatio[iInput] / 2) // Remainder of less than half = Next point is closer ? (doubleWidth - CityBlockDistance(&inputPoints[iInput], &protoPoints[iProto])) : (doubleWidth - CityBlockDistance (&inputPoints [iInput - 1], &protoPoints[iProto])); strokeScore += protoNextRatio * score; iProto++; protoNextRatio = protoRatio[iProto]; // GetMiddlePoint(&protoMidPoint, &protoPoints[iProto-1], &protoPoints[iProto]); } else { // Trace one step in the input stroke // The distance from the closer of the points in the sample stroke is reflected in the score protoNextRatio -= inputNextRatio; score *= (protoNextRatio < protoRatio[iProto] / 2) // Remainder of less than half = Next point is closer ? (doubleWidth - CityBlockDistance(&inputPoints[iInput], &protoPoints[iProto])) : (doubleWidth - CityBlockDistance (&inputPoints[iInput], &protoPoints[iProto - 1])); strokeScore += inputNextRatio * score; iInput++; inputNextRatio = inputRatio[iInput]; // GetMiddlePoint(&inputMidPoint, &inputPoints[iInput-1], &inputPoints[iInput]); } } strokeRatio = protoData->strokeRatios[iStroke]; if (strokeRatio < inputData->strokeRatios[iStroke]) { strokeRatio = inputData->strokeRatios[iStroke]; } wholeScore += FX_Mul(strokeScore, strokeRatio); wholeWeight += strokeRatio; } wholeScore = FX_Div(wholeScore, wholeWeight * doubleWidth); wholeScore /= 256; if (proto->entry->correction != 0) { wholeScore = FX_Mul(wholeScore, FX32_ONE - proto->entry->correction) + proto->entry->correction; } if (wholeScore < 0) wholeScore = 0; if (wholeScore >= FX32_ONE) wholeScore = FX32_ONE; numCompared++; if (resultScores[numRanking - 1] < wholeScore) { resultScores[numRanking - 1] = wholeScore; resultEntries[numRanking - 1] = (PRCPrototypeEntry *)proto->entry; for (i = numRanking - 2; i >= 0; i--) { if (resultScores[i] < resultScores[i + 1]) { fx32 tmpScore; PRCPrototypeEntry *tmpEntry; tmpScore = resultScores[i]; resultScores[i] = resultScores[i + 1]; resultScores[i + 1] = tmpScore; tmpEntry = resultEntries[i]; resultEntries[i] = resultEntries[i + 1]; resultEntries[i + 1] = tmpEntry; } } } } } // Normalize the score return numCompared; } /*===========================================================================* Static Functions *===========================================================================*/ /*---------------------------------------------------------------------------* End of file *---------------------------------------------------------------------------*/