Quit limiting gesture search space by distance.

Before:
(0)  470.00 (8.25%)
(1)  5160.00 (90.53%)
(2)  50.00 (0.88%)
(66)  10.00 (0.18%)
Total 5700.00 (sum of others 5690.00)

After:
(0)  670.00 (10.52%)
(1)  5530.00 (86.81%)
(2)  120.00 (1.88%)
Total 6370.00 (sum of others 6320.00)

Bug: 13773693
Bug: 10701902
Bug: 9505397

Change-Id: Ie168ac4ae0ca0e954512b08e3cc0f6399a3c163d
main
Keisuke Kuroyanagi 2014-04-07 19:02:56 +09:00
parent 26c806620c
commit bc9500fb14
6 changed files with 34 additions and 59 deletions

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@ -24,9 +24,6 @@ const float ProximityInfoParams::VERTICAL_SWEET_SPOT_SCALE = 1.0f;
const float ProximityInfoParams::VERTICAL_SWEET_SPOT_SCALE_G = 0.5f;
/* Per method constants */
// Used by ProximityInfoStateUtils::initGeometricDistanceInfos()
const float ProximityInfoParams::NEAR_KEY_NORMALIZED_SQUARED_THRESHOLD = 4.0f;
// Used by ProximityInfoStateUtils::updateNearKeysDistances()
const float ProximityInfoParams::NEAR_KEY_THRESHOLD_FOR_DISTANCE = 2.0f;
@ -50,7 +47,7 @@ const int ProximityInfoParams::NUM_POINTS_FOR_SPEED_CALCULATION = 2;
const int ProximityInfoParams::LAST_POINT_SKIP_DISTANCE_SCALE = 4;
// Used by ProximityInfoStateUtils::updateAlignPointProbabilities()
const float ProximityInfoParams::MIN_PROBABILITY = 0.000001f;
const float ProximityInfoParams::MIN_PROBABILITY = 0.000005f;
const float ProximityInfoParams::MAX_SKIP_PROBABILITY = 0.95f;
const float ProximityInfoParams::SKIP_FIRST_POINT_PROBABILITY = 0.01f;
const float ProximityInfoParams::SKIP_LAST_POINT_PROBABILITY = 0.1f;

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@ -28,9 +28,6 @@ class ProximityInfoParams {
static const float VERTICAL_SWEET_SPOT_SCALE;
static const float VERTICAL_SWEET_SPOT_SCALE_G;
// Used by ProximityInfoStateUtils::initGeometricDistanceInfos()
static const float NEAR_KEY_NORMALIZED_SQUARED_THRESHOLD;
// Used by ProximityInfoStateUtils::updateNearKeysDistances()
static const float NEAR_KEY_THRESHOLD_FOR_DISTANCE;

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@ -91,7 +91,6 @@ void ProximityInfoState::initInputParams(const int pointerId, const float maxPoi
mSampledInputIndice.clear();
mSampledLengthCache.clear();
mSampledNormalizedSquaredLengthCache.clear();
mSampledNearKeySets.clear();
mSampledSearchKeySets.clear();
mSpeedRates.clear();
mBeelineSpeedPercentiles.clear();
@ -126,18 +125,17 @@ void ProximityInfoState::initInputParams(const int pointerId, const float maxPoi
if (mSampledInputSize > 0) {
ProximityInfoStateUtils::initGeometricDistanceInfos(mProximityInfo, mSampledInputSize,
lastSavedInputSize, isGeometric, &mSampledInputXs, &mSampledInputYs,
&mSampledNearKeySets, &mSampledNormalizedSquaredLengthCache);
&mSampledNormalizedSquaredLengthCache);
if (isGeometric) {
// updates probabilities of skipping or mapping each key for all points.
ProximityInfoStateUtils::updateAlignPointProbabilities(
mMaxPointToKeyLength, mProximityInfo->getMostCommonKeyWidth(),
mProximityInfo->getKeyCount(), lastSavedInputSize, mSampledInputSize,
&mSampledInputXs, &mSampledInputYs, &mSpeedRates, &mSampledLengthCache,
&mSampledNormalizedSquaredLengthCache, &mSampledNearKeySets,
mProximityInfo, &mCharProbabilities);
&mSampledNormalizedSquaredLengthCache, mProximityInfo, &mCharProbabilities);
ProximityInfoStateUtils::updateSampledSearchKeySets(mProximityInfo,
mSampledInputSize, lastSavedInputSize, &mSampledLengthCache,
&mSampledNearKeySets, &mSampledSearchKeySets,
&mCharProbabilities, &mSampledSearchKeySets,
&mSampledSearchKeyVectors);
mMostProbableStringProbability = ProximityInfoStateUtils::getMostProbableString(
mProximityInfo, mSampledInputSize, &mCharProbabilities, mMostProbableString);

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@ -50,9 +50,9 @@ class ProximityInfoState {
mSampledInputXs(), mSampledInputYs(), mSampledTimes(), mSampledInputIndice(),
mSampledLengthCache(), mBeelineSpeedPercentiles(),
mSampledNormalizedSquaredLengthCache(), mSpeedRates(), mDirections(),
mCharProbabilities(), mSampledNearKeySets(), mSampledSearchKeySets(),
mSampledSearchKeyVectors(), mTouchPositionCorrectionEnabled(false),
mSampledInputSize(0), mMostProbableStringProbability(0.0f) {
mCharProbabilities(), mSampledSearchKeySets(), mSampledSearchKeyVectors(),
mTouchPositionCorrectionEnabled(false), mSampledInputSize(0),
mMostProbableStringProbability(0.0f) {
memset(mInputProximities, 0, sizeof(mInputProximities));
memset(mPrimaryInputWord, 0, sizeof(mPrimaryInputWord));
memset(mMostProbableString, 0, sizeof(mMostProbableString));
@ -216,10 +216,6 @@ class ProximityInfoState {
std::vector<float> mDirections;
// probabilities of skipping or mapping to a key for each point.
std::vector<hash_map_compat<int, float> > mCharProbabilities;
// The vector for the key code set which holds nearby keys for each sampled input point
// 1. Used to calculate the probability of the key
// 2. Used to calculate mSampledSearchKeySets
std::vector<ProximityInfoStateUtils::NearKeycodesSet> mSampledNearKeySets;
// The vector for the key code set which holds nearby keys of some trailing sampled input points
// for each sampled input point. These nearby keys contain the next characters which can be in
// the dictionary. Specifically, currently we are looking for keys nearby trailing sampled

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@ -188,13 +188,10 @@ namespace latinime {
const int lastSavedInputSize, const bool isGeometric,
const std::vector<int> *const sampledInputXs,
const std::vector<int> *const sampledInputYs,
std::vector<NearKeycodesSet> *sampledNearKeySets,
std::vector<float> *sampledNormalizedSquaredLengthCache) {
sampledNearKeySets->resize(sampledInputSize);
const int keyCount = proximityInfo->getKeyCount();
sampledNormalizedSquaredLengthCache->resize(sampledInputSize * keyCount);
for (int i = lastSavedInputSize; i < sampledInputSize; ++i) {
(*sampledNearKeySets)[i].reset();
for (int k = 0; k < keyCount; ++k) {
const int index = i * keyCount + k;
const int x = (*sampledInputXs)[i];
@ -203,10 +200,6 @@ namespace latinime {
proximityInfo->getNormalizedSquaredDistanceFromCenterFloatG(
k, x, y, isGeometric);
(*sampledNormalizedSquaredLengthCache)[index] = normalizedSquaredDistance;
if (normalizedSquaredDistance
< ProximityInfoParams::NEAR_KEY_NORMALIZED_SQUARED_THRESHOLD) {
(*sampledNearKeySets)[i][k] = true;
}
}
}
}
@ -626,7 +619,6 @@ namespace latinime {
const std::vector<float> *const sampledSpeedRates,
const std::vector<int> *const sampledLengthCache,
const std::vector<float> *const sampledNormalizedSquaredLengthCache,
std::vector<NearKeycodesSet> *sampledNearKeySets,
const ProximityInfo *const proximityInfo,
std::vector<hash_map_compat<int, float> > *charProbabilities) {
charProbabilities->resize(sampledInputSize);
@ -643,12 +635,10 @@ namespace latinime {
float nearestKeyDistance = static_cast<float>(MAX_VALUE_FOR_WEIGHTING);
for (int j = 0; j < keyCount; ++j) {
if ((*sampledNearKeySets)[i].test(j)) {
const float distance = getPointToKeyByIdLength(
maxPointToKeyLength, sampledNormalizedSquaredLengthCache, keyCount, i, j);
if (distance < nearestKeyDistance) {
nearestKeyDistance = distance;
}
const float distance = getPointToKeyByIdLength(
maxPointToKeyLength, sampledNormalizedSquaredLengthCache, keyCount, i, j);
if (distance < nearestKeyDistance) {
nearestKeyDistance = distance;
}
}
@ -744,27 +734,23 @@ namespace latinime {
// Summing up probability densities of all near keys.
float sumOfProbabilityDensities = 0.0f;
for (int j = 0; j < keyCount; ++j) {
if ((*sampledNearKeySets)[i].test(j)) {
sumOfProbabilityDensities += distribution.getProbabilityDensity(
proximityInfo->getKeyCenterXOfKeyIdG(j,
NOT_A_COORDINATE /* referencePointX */, true /* isGeometric */),
proximityInfo->getKeyCenterYOfKeyIdG(j,
NOT_A_COORDINATE /* referencePointY */, true /* isGeometric */));
}
sumOfProbabilityDensities += distribution.getProbabilityDensity(
proximityInfo->getKeyCenterXOfKeyIdG(j,
NOT_A_COORDINATE /* referencePointX */, true /* isGeometric */),
proximityInfo->getKeyCenterYOfKeyIdG(j,
NOT_A_COORDINATE /* referencePointY */, true /* isGeometric */));
}
// Split the probability of an input point to keys that are close to the input point.
for (int j = 0; j < keyCount; ++j) {
if ((*sampledNearKeySets)[i].test(j)) {
const float probabilityDensity = distribution.getProbabilityDensity(
proximityInfo->getKeyCenterXOfKeyIdG(j,
NOT_A_COORDINATE /* referencePointX */, true /* isGeometric */),
proximityInfo->getKeyCenterYOfKeyIdG(j,
NOT_A_COORDINATE /* referencePointY */, true /* isGeometric */));
const float probability = inputCharProbability * probabilityDensity
/ sumOfProbabilityDensities;
(*charProbabilities)[i][j] = probability;
}
const float probabilityDensity = distribution.getProbabilityDensity(
proximityInfo->getKeyCenterXOfKeyIdG(j,
NOT_A_COORDINATE /* referencePointX */, true /* isGeometric */),
proximityInfo->getKeyCenterYOfKeyIdG(j,
NOT_A_COORDINATE /* referencePointY */, true /* isGeometric */));
const float probability = inputCharProbability * probabilityDensity
/ sumOfProbabilityDensities;
(*charProbabilities)[i][j] = probability;
}
}
@ -820,10 +806,9 @@ namespace latinime {
for (int j = 0; j < keyCount; ++j) {
hash_map_compat<int, float>::iterator it = (*charProbabilities)[i].find(j);
if (it == (*charProbabilities)[i].end()){
(*sampledNearKeySets)[i].reset(j);
continue;
} else if(it->second < ProximityInfoParams::MIN_PROBABILITY) {
// Erases from near keys vector because it has very low probability.
(*sampledNearKeySets)[i].reset(j);
(*charProbabilities)[i].erase(j);
} else {
it->second = -logf(it->second);
@ -835,9 +820,8 @@ namespace latinime {
/* static */ void ProximityInfoStateUtils::updateSampledSearchKeySets(
const ProximityInfo *const proximityInfo, const int sampledInputSize,
const int lastSavedInputSize,
const std::vector<int> *const sampledLengthCache,
const std::vector<NearKeycodesSet> *const sampledNearKeySets,
const int lastSavedInputSize, const std::vector<int> *const sampledLengthCache,
const std::vector<hash_map_compat<int, float> > *const charProbabilities,
std::vector<NearKeycodesSet> *sampledSearchKeySets,
std::vector<std::vector<int> > *sampledSearchKeyVectors) {
sampledSearchKeySets->resize(sampledInputSize);
@ -854,7 +838,12 @@ namespace latinime {
if ((*sampledLengthCache)[j] - (*sampledLengthCache)[i] >= readForwordLength) {
break;
}
(*sampledSearchKeySets)[i] |= (*sampledNearKeySets)[j];
for(const auto& charProbability : charProbabilities->at(j)) {
if (charProbability.first == NOT_AN_INDEX) {
continue;
}
(*sampledSearchKeySets)[i].set(charProbability.first);
}
}
}
const int keyCount = proximityInfo->getKeyCount();

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@ -71,13 +71,12 @@ class ProximityInfoStateUtils {
const std::vector<float> *const sampledSpeedRates,
const std::vector<int> *const sampledLengthCache,
const std::vector<float> *const sampledNormalizedSquaredLengthCache,
std::vector<NearKeycodesSet> *sampledNearKeySets,
const ProximityInfo *const proximityInfo,
std::vector<hash_map_compat<int, float> > *charProbabilities);
static void updateSampledSearchKeySets(const ProximityInfo *const proximityInfo,
const int sampledInputSize, const int lastSavedInputSize,
const std::vector<int> *const sampledLengthCache,
const std::vector<NearKeycodesSet> *const sampledNearKeySets,
const std::vector<hash_map_compat<int, float> > *const charProbabilities,
std::vector<NearKeycodesSet> *sampledSearchKeySets,
std::vector<std::vector<int> > *sampledSearchKeyVectors);
static float getPointToKeyByIdLength(const float maxPointToKeyLength,
@ -87,7 +86,6 @@ class ProximityInfoStateUtils {
const int sampledInputSize, const int lastSavedInputSize, const bool isGeometric,
const std::vector<int> *const sampledInputXs,
const std::vector<int> *const sampledInputYs,
std::vector<NearKeycodesSet> *sampledNearKeySets,
std::vector<float> *sampledNormalizedSquaredLengthCache);
static void initPrimaryInputWord(const int inputSize, const int *const inputProximities,
int *primaryInputWord);