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<?php
/**
* Class FinderPatternFinder
*
* @created 17.01.2021
* @author ZXing Authors
* @author Smiley <smiley@chillerlan.net>
* @copyright 2021 Smiley
* @license Apache-2.0
*
* @phan-file-suppress PhanTypePossiblyInvalidDimOffset
*/
namespace chillerlan\QRCode\Detector;
use chillerlan\QRCode\Decoder\BitMatrix;
use function abs, count, intdiv, usort;
use const PHP_FLOAT_MAX;
/**
* This class attempts to find finder patterns in a QR Code. Finder patterns are the square
* markers at three corners of a QR Code.
*
* This class is thread-safe but not reentrant. Each thread must allocate its own object.
*
* @author Sean Owen
*/
final class FinderPatternFinder{
private const MIN_SKIP = 2;
private const MAX_MODULES = 177; // 1 pixel/module times 3 modules/center
private const CENTER_QUORUM = 2; // support up to version 10 for mobile clients
private BitMatrix $matrix;
/** @var \chillerlan\QRCode\Detector\FinderPattern[] */
private array $possibleCenters;
private bool $hasSkipped = false;
/**
* Creates a finder that will search the image for three finder patterns.
*
* @param BitMatrix $matrix image to search
*/
public function __construct(BitMatrix $matrix){
$this->matrix = $matrix;
$this->possibleCenters = [];
}
/**
* @return \chillerlan\QRCode\Detector\FinderPattern[]
*/
public function find():array{
$dimension = $this->matrix->getSize();
// We are looking for black/white/black/white/black modules in
// 1:1:3:1:1 ratio; this tracks the number of such modules seen so far
// Let's assume that the maximum version QR Code we support takes up 1/4 the height of the
// image, and then account for the center being 3 modules in size. This gives the smallest
// number of pixels the center could be, so skip this often.
$iSkip = intdiv((3 * $dimension), (4 * self::MAX_MODULES));
if($iSkip < self::MIN_SKIP){
$iSkip = self::MIN_SKIP;
}
$done = false;
for($i = ($iSkip - 1); ($i < $dimension) && !$done; $i += $iSkip){
// Get a row of black/white values
$stateCount = $this->getCrossCheckStateCount();
$currentState = 0;
for($j = 0; $j < $dimension; $j++){
// Black pixel
if($this->matrix->check($j, $i)){
// Counting white pixels
if(($currentState & 1) === 1){
$currentState++;
}
$stateCount[$currentState]++;
}
// White pixel
else{
// Counting black pixels
if(($currentState & 1) === 0){
// A winner?
if($currentState === 4){
// Yes
if($this->foundPatternCross($stateCount)){
$confirmed = $this->handlePossibleCenter($stateCount, $i, $j);
if($confirmed){
// Start examining every other line. Checking each line turned out to be too
// expensive and didn't improve performance.
$iSkip = 3;
if($this->hasSkipped){
$done = $this->haveMultiplyConfirmedCenters();
}
else{
$rowSkip = $this->findRowSkip();
if($rowSkip > $stateCount[2]){
// Skip rows between row of lower confirmed center
// and top of presumed third confirmed center
// but back up a bit to get a full chance of detecting
// it, entire width of center of finder pattern
// Skip by rowSkip, but back off by $stateCount[2] (size of last center
// of pattern we saw) to be conservative, and also back off by iSkip which
// is about to be re-added
$i += ($rowSkip - $stateCount[2] - $iSkip);
$j = ($dimension - 1);
}
}
}
else{
$stateCount = $this->doShiftCounts2($stateCount);
$currentState = 3;
continue;
}
// Clear state to start looking again
$currentState = 0;
$stateCount = $this->getCrossCheckStateCount();
}
// No, shift counts back by two
else{
$stateCount = $this->doShiftCounts2($stateCount);
$currentState = 3;
}
}
else{
$stateCount[++$currentState]++;
}
}
// Counting white pixels
else{
$stateCount[$currentState]++;
}
}
}
if($this->foundPatternCross($stateCount)){
$confirmed = $this->handlePossibleCenter($stateCount, $i, $dimension);
if($confirmed){
$iSkip = $stateCount[0];
if($this->hasSkipped){
// Found a third one
$done = $this->haveMultiplyConfirmedCenters();
}
}
}
}
return $this->orderBestPatterns($this->selectBestPatterns());
}
/**
* @return int[]
*/
private function getCrossCheckStateCount():array{
return [0, 0, 0, 0, 0];
}
/**
* @param int[] $stateCount
*
* @return int[]
*/
private function doShiftCounts2(array $stateCount):array{
$stateCount[0] = $stateCount[2];
$stateCount[1] = $stateCount[3];
$stateCount[2] = $stateCount[4];
$stateCount[3] = 1;
$stateCount[4] = 0;
return $stateCount;
}
/**
* Given a count of black/white/black/white/black pixels just seen and an end position,
* figures the location of the center of this run.
*
* @param int[] $stateCount
*/
private function centerFromEnd(array $stateCount, int $end):float{
return (float)(($end - $stateCount[4] - $stateCount[3]) - $stateCount[2] / 2);
}
/**
* @param int[] $stateCount
*/
private function foundPatternCross(array $stateCount):bool{
// Allow less than 50% variance from 1-1-3-1-1 proportions
return $this->foundPatternVariance($stateCount, 2.0);
}
/**
* @param int[] $stateCount
*/
private function foundPatternDiagonal(array $stateCount):bool{
// Allow less than 75% variance from 1-1-3-1-1 proportions
return $this->foundPatternVariance($stateCount, 1.333);
}
/**
* @param int[] $stateCount count of black/white/black/white/black pixels just read
*
* @return bool true if the proportions of the counts is close enough to the 1/1/3/1/1 ratios
* used by finder patterns to be considered a match
*/
private function foundPatternVariance(array $stateCount, float $variance):bool{
$totalModuleSize = 0;
for($i = 0; $i < 5; $i++){
$count = $stateCount[$i];
if($count === 0){
return false;
}
$totalModuleSize += $count;
}
if($totalModuleSize < 7){
return false;
}
$moduleSize = ($totalModuleSize / 7.0);
$maxVariance = ($moduleSize / $variance);
return
abs($moduleSize - $stateCount[0]) < $maxVariance
&& abs($moduleSize - $stateCount[1]) < $maxVariance
&& abs(3.0 * $moduleSize - $stateCount[2]) < (3 * $maxVariance)
&& abs($moduleSize - $stateCount[3]) < $maxVariance
&& abs($moduleSize - $stateCount[4]) < $maxVariance;
}
/**
* After a vertical and horizontal scan finds a potential finder pattern, this method
* "cross-cross-cross-checks" by scanning down diagonally through the center of the possible
* finder pattern to see if the same proportion is detected.
*
* @param int $centerI row where a finder pattern was detected
* @param int $centerJ center of the section that appears to cross a finder pattern
*
* @return bool true if proportions are withing expected limits
*/
private function crossCheckDiagonal(int $centerI, int $centerJ):bool{
$stateCount = $this->getCrossCheckStateCount();
// Start counting up, left from center finding black center mass
$i = 0;
while($centerI >= $i && $centerJ >= $i && $this->matrix->check(($centerJ - $i), ($centerI - $i))){
$stateCount[2]++;
$i++;
}
if($stateCount[2] === 0){
return false;
}
// Continue up, left finding white space
while($centerI >= $i && $centerJ >= $i && !$this->matrix->check(($centerJ - $i), ($centerI - $i))){
$stateCount[1]++;
$i++;
}
if($stateCount[1] === 0){
return false;
}
// Continue up, left finding black border
while($centerI >= $i && $centerJ >= $i && $this->matrix->check(($centerJ - $i), ($centerI - $i))){
$stateCount[0]++;
$i++;
}
if($stateCount[0] === 0){
return false;
}
$dimension = $this->matrix->getSize();
// Now also count down, right from center
$i = 1;
// phpcs:ignore
while(($centerI + $i) < $dimension && ($centerJ + $i) < $dimension && $this->matrix->check(($centerJ + $i), ($centerI + $i))){
$stateCount[2]++;
$i++;
}
// phpcs:ignore
while(($centerI + $i) < $dimension && ($centerJ + $i) < $dimension && !$this->matrix->check(($centerJ + $i), ($centerI + $i))){
$stateCount[3]++;
$i++;
}
if($stateCount[3] === 0){
return false;
}
// phpcs:ignore
while(($centerI + $i) < $dimension && ($centerJ + $i) < $dimension && $this->matrix->check(($centerJ + $i), ($centerI + $i))){
$stateCount[4]++;
$i++;
}
if($stateCount[4] === 0){
return false;
}
return $this->foundPatternDiagonal($stateCount);
}
/**
* After a horizontal scan finds a potential finder pattern, this method
* "cross-checks" by scanning down vertically through the center of the possible
* finder pattern to see if the same proportion is detected.
*
* @param int $startI row where a finder pattern was detected
* @param int $centerJ center of the section that appears to cross a finder pattern
* @param int $maxCount maximum reasonable number of modules that should be
* observed in any reading state, based on the results of the horizontal scan
* @param int $originalStateCountTotal
*
* @return float|null vertical center of finder pattern, or null if not found
* @noinspection DuplicatedCode
*/
private function crossCheckVertical(int $startI, int $centerJ, int $maxCount, int $originalStateCountTotal):?float{
$maxI = $this->matrix->getSize();
$stateCount = $this->getCrossCheckStateCount();
// Start counting up from center
$i = $startI;
while($i >= 0 && $this->matrix->check($centerJ, $i)){
$stateCount[2]++;
$i--;
}
if($i < 0){
return null;
}
while($i >= 0 && !$this->matrix->check($centerJ, $i) && $stateCount[1] <= $maxCount){
$stateCount[1]++;
$i--;
}
// If already too many modules in this state or ran off the edge:
if($i < 0 || $stateCount[1] > $maxCount){
return null;
}
while($i >= 0 && $this->matrix->check($centerJ, $i) && $stateCount[0] <= $maxCount){
$stateCount[0]++;
$i--;
}
if($stateCount[0] > $maxCount){
return null;
}
// Now also count down from center
$i = ($startI + 1);
while($i < $maxI && $this->matrix->check($centerJ, $i)){
$stateCount[2]++;
$i++;
}
if($i === $maxI){
return null;
}
while($i < $maxI && !$this->matrix->check($centerJ, $i) && $stateCount[3] < $maxCount){
$stateCount[3]++;
$i++;
}
if($i === $maxI || $stateCount[3] >= $maxCount){
return null;
}
while($i < $maxI && $this->matrix->check($centerJ, $i) && $stateCount[4] < $maxCount){
$stateCount[4]++;
$i++;
}
if($stateCount[4] >= $maxCount){
return null;
}
// If we found a finder-pattern-like section, but its size is more than 40% different from
// the original, assume it's a false positive
$stateCountTotal = ($stateCount[0] + $stateCount[1] + $stateCount[2] + $stateCount[3] + $stateCount[4]);
if((5 * abs($stateCountTotal - $originalStateCountTotal)) >= (2 * $originalStateCountTotal)){
return null;
}
if(!$this->foundPatternCross($stateCount)){
return null;
}
return $this->centerFromEnd($stateCount, $i);
}
/**
* Like #crossCheckVertical(int, int, int, int), and in fact is basically identical,
* except it reads horizontally instead of vertically. This is used to cross-cross
* check a vertical cross-check and locate the real center of the alignment pattern.
* @noinspection DuplicatedCode
*/
private function crossCheckHorizontal(int $startJ, int $centerI, int $maxCount, int $originalStateCountTotal):?float{
$maxJ = $this->matrix->getSize();
$stateCount = $this->getCrossCheckStateCount();
$j = $startJ;
while($j >= 0 && $this->matrix->check($j, $centerI)){
$stateCount[2]++;
$j--;
}
if($j < 0){
return null;
}
while($j >= 0 && !$this->matrix->check($j, $centerI) && $stateCount[1] <= $maxCount){
$stateCount[1]++;
$j--;
}
if($j < 0 || $stateCount[1] > $maxCount){
return null;
}
while($j >= 0 && $this->matrix->check($j, $centerI) && $stateCount[0] <= $maxCount){
$stateCount[0]++;
$j--;
}
if($stateCount[0] > $maxCount){
return null;
}
$j = ($startJ + 1);
while($j < $maxJ && $this->matrix->check($j, $centerI)){
$stateCount[2]++;
$j++;
}
if($j === $maxJ){
return null;
}
while($j < $maxJ && !$this->matrix->check($j, $centerI) && $stateCount[3] < $maxCount){
$stateCount[3]++;
$j++;
}
if($j === $maxJ || $stateCount[3] >= $maxCount){
return null;
}
while($j < $maxJ && $this->matrix->check($j, $centerI) && $stateCount[4] < $maxCount){
$stateCount[4]++;
$j++;
}
if($stateCount[4] >= $maxCount){
return null;
}
// If we found a finder-pattern-like section, but its size is significantly different from
// the original, assume it's a false positive
$stateCountTotal = ($stateCount[0] + $stateCount[1] + $stateCount[2] + $stateCount[3] + $stateCount[4]);
if((5 * abs($stateCountTotal - $originalStateCountTotal)) >= $originalStateCountTotal){
return null;
}
if(!$this->foundPatternCross($stateCount)){
return null;
}
return $this->centerFromEnd($stateCount, $j);
}
/**
* This is called when a horizontal scan finds a possible alignment pattern. It will
* cross-check with a vertical scan, and if successful, will, ah, cross-cross-check
* with another horizontal scan. This is needed primarily to locate the real horizontal
* center of the pattern in cases of extreme skew.
* And then we cross-cross-cross check with another diagonal scan.
*
* If that succeeds the finder pattern location is added to a list that tracks
* the number of times each location has been nearly-matched as a finder pattern.
* Each additional find is more evidence that the location is in fact a finder
* pattern center
*
* @param int[] $stateCount reading state module counts from horizontal scan
* @param int $i row where finder pattern may be found
* @param int $j end of possible finder pattern in row
*
* @return bool if a finder pattern candidate was found this time
*/
private function handlePossibleCenter(array $stateCount, int $i, int $j):bool{
$stateCountTotal = ($stateCount[0] + $stateCount[1] + $stateCount[2] + $stateCount[3] + $stateCount[4]);
$centerJ = $this->centerFromEnd($stateCount, $j);
$centerI = $this->crossCheckVertical($i, (int)$centerJ, $stateCount[2], $stateCountTotal);
if($centerI !== null){
// Re-cross check
$centerJ = $this->crossCheckHorizontal((int)$centerJ, (int)$centerI, $stateCount[2], $stateCountTotal);
if($centerJ !== null && ($this->crossCheckDiagonal((int)$centerI, (int)$centerJ))){
$estimatedModuleSize = ($stateCountTotal / 7.0);
$found = false;
// cautious (was in for fool in which $this->possibleCenters is updated)
$count = count($this->possibleCenters);
for($index = 0; $index < $count; $index++){
$center = $this->possibleCenters[$index];
// Look for about the same center and module size:
if($center->aboutEquals($estimatedModuleSize, $centerI, $centerJ)){
$this->possibleCenters[$index] = $center->combineEstimate($centerI, $centerJ, $estimatedModuleSize);
$found = true;
break;
}
}
if(!$found){
$point = new FinderPattern($centerJ, $centerI, $estimatedModuleSize);
$this->possibleCenters[] = $point;
}
return true;
}
}
return false;
}
/**
* @return int number of rows we could safely skip during scanning, based on the first
* two finder patterns that have been located. In some cases their position will
* allow us to infer that the third pattern must lie below a certain point farther
* down in the image.
*/
private function findRowSkip():int{
$max = count($this->possibleCenters);
if($max <= 1){
return 0;
}
$firstConfirmedCenter = null;
foreach($this->possibleCenters as $center){
if($center->getCount() >= self::CENTER_QUORUM){
if($firstConfirmedCenter === null){
$firstConfirmedCenter = $center;
}
else{
// We have two confirmed centers
// How far down can we skip before resuming looking for the next
// pattern? In the worst case, only the difference between the
// difference in the x / y coordinates of the two centers.
// This is the case where you find top left last.
$this->hasSkipped = true;
return (int)((abs($firstConfirmedCenter->getX() - $center->getX()) -
abs($firstConfirmedCenter->getY() - $center->getY())) / 2);
}
}
}
return 0;
}
/**
* @return bool true if we have found at least 3 finder patterns that have been detected
* at least #CENTER_QUORUM times each, and, the estimated module size of the
* candidates is "pretty similar"
*/
private function haveMultiplyConfirmedCenters():bool{
$confirmedCount = 0;
$totalModuleSize = 0.0;
$max = count($this->possibleCenters);
foreach($this->possibleCenters as $pattern){
if($pattern->getCount() >= self::CENTER_QUORUM){
$confirmedCount++;
$totalModuleSize += $pattern->getEstimatedModuleSize();
}
}
if($confirmedCount < 3){
return false;
}
// OK, we have at least 3 confirmed centers, but, it's possible that one is a "false positive"
// and that we need to keep looking. We detect this by asking if the estimated module sizes
// vary too much. We arbitrarily say that when the total deviation from average exceeds
// 5% of the total module size estimates, it's too much.
$average = ($totalModuleSize / (float)$max);
$totalDeviation = 0.0;
foreach($this->possibleCenters as $pattern){
$totalDeviation += abs($pattern->getEstimatedModuleSize() - $average);
}
return $totalDeviation <= (0.05 * $totalModuleSize);
}
/**
* @return \chillerlan\QRCode\Detector\FinderPattern[] the 3 best FinderPatterns from our list of candidates. The "best" are
* those that have been detected at least #CENTER_QUORUM times, and whose module
* size differs from the average among those patterns the least
* @throws \chillerlan\QRCode\Detector\QRCodeDetectorException if 3 such finder patterns do not exist
*/
private function selectBestPatterns():array{
$startSize = count($this->possibleCenters);
if($startSize < 3){
throw new QRCodeDetectorException('could not find enough finder patterns');
}
usort(
$this->possibleCenters,
fn(FinderPattern $a, FinderPattern $b) => ($a->getEstimatedModuleSize() <=> $b->getEstimatedModuleSize())
);
$distortion = PHP_FLOAT_MAX;
$bestPatterns = [];
for($i = 0; $i < ($startSize - 2); $i++){
$fpi = $this->possibleCenters[$i];
$minModuleSize = $fpi->getEstimatedModuleSize();
for($j = ($i + 1); $j < ($startSize - 1); $j++){
$fpj = $this->possibleCenters[$j];
$squares0 = $fpi->getSquaredDistance($fpj);
for($k = ($j + 1); $k < $startSize; $k++){
$fpk = $this->possibleCenters[$k];
$maxModuleSize = $fpk->getEstimatedModuleSize();
// module size is not similar
if($maxModuleSize > ($minModuleSize * 1.4)){
continue;
}
$a = $squares0;
$b = $fpj->getSquaredDistance($fpk);
$c = $fpi->getSquaredDistance($fpk);
// sorts ascending - inlined
if($a < $b){
if($b > $c){
if($a < $c){
$temp = $b;
$b = $c;
$c = $temp;
}
else{
$temp = $a;
$a = $c;
$c = $b;
$b = $temp;
}
}
}
else{
if($b < $c){
if($a < $c){
$temp = $a;
$a = $b;
$b = $temp;
}
else{
$temp = $a;
$a = $b;
$b = $c;
$c = $temp;
}
}
else{
$temp = $a;
$a = $c;
$c = $temp;
}
}
// a^2 + b^2 = c^2 (Pythagorean theorem), and a = b (isosceles triangle).
// Since any right triangle satisfies the formula c^2 - b^2 - a^2 = 0,
// we need to check both two equal sides separately.
// The value of |c^2 - 2 * b^2| + |c^2 - 2 * a^2| increases as dissimilarity
// from isosceles right triangle.
$d = (abs($c - 2 * $b) + abs($c - 2 * $a));
if($d < $distortion){
$distortion = $d;
$bestPatterns = [$fpi, $fpj, $fpk];
}
}
}
}
if($distortion === PHP_FLOAT_MAX){
throw new QRCodeDetectorException('finder patterns may be too distorted');
}
return $bestPatterns;
}
/**
* Orders an array of three ResultPoints in an order [A,B,C] such that AB is less than AC
* and BC is less than AC, and the angle between BC and BA is less than 180 degrees.
*
* @param \chillerlan\QRCode\Detector\FinderPattern[] $patterns array of three FinderPattern to order
*
* @return \chillerlan\QRCode\Detector\FinderPattern[]
*/
private function orderBestPatterns(array $patterns):array{
// Find distances between pattern centers
$zeroOneDistance = $patterns[0]->getDistance($patterns[1]);
$oneTwoDistance = $patterns[1]->getDistance($patterns[2]);
$zeroTwoDistance = $patterns[0]->getDistance($patterns[2]);
// Assume one closest to other two is B; A and C will just be guesses at first
if($oneTwoDistance >= $zeroOneDistance && $oneTwoDistance >= $zeroTwoDistance){
[$pointB, $pointA, $pointC] = $patterns;
}
elseif($zeroTwoDistance >= $oneTwoDistance && $zeroTwoDistance >= $zeroOneDistance){
[$pointA, $pointB, $pointC] = $patterns;
}
else{
[$pointA, $pointC, $pointB] = $patterns;
}
// Use cross product to figure out whether A and C are correct or flipped.
// This asks whether BC x BA has a positive z component, which is the arrangement
// we want for A, B, C. If it's negative, then we've got it flipped around and
// should swap A and C.
if($this->crossProductZ($pointA, $pointB, $pointC) < 0.0){
$temp = $pointA;
$pointA = $pointC;
$pointC = $temp;
}
return [$pointA, $pointB, $pointC];
}
/**
* Returns the z component of the cross product between vectors BC and BA.
*/
private function crossProductZ(FinderPattern $pointA, FinderPattern $pointB, FinderPattern $pointC):float{
$bX = $pointB->getX();
$bY = $pointB->getY();
return ((($pointC->getX() - $bX) * ($pointA->getY() - $bY)) - (($pointC->getY() - $bY) * ($pointA->getX() - $bX)));
}
}
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