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ffmpeg (v6.0/v7.x), gensim, numpy, opencv
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// This file is part of OpenCV project.
// It is subject to the license terms in the LICENSE file found in the top-level directory
// of this distribution and at http://opencv.org/license.html.
// Copyright (c) 2020-2021 darkliang wangberlinT Certseeds
#include "../precomp.hpp"
#include "upcean_decoder.hpp"
#include <map>
namespace cv {
namespace barcode {
static constexpr int DIVIDE_PART = 15;
static constexpr int BIAS_PART = 2;
#if 0
void UPCEANDecoder::drawDebugLine(Mat &debug_img, const Point2i &begin, const Point2i &end) const
{
Result result;
std::vector<uchar> middle;
LineIterator line = LineIterator(debug_img, begin, end);
middle.reserve(line.count);
for (int cnt = 0; cnt < line.count; cnt++, line++)
{
middle.push_back(debug_img.at<uchar>(line.pos()));
}
std::pair<int, int> start_range;
if (findStartGuardPatterns(middle, start_range))
{
circle(debug_img, Point2i(begin.x + start_range.second, begin.y), 2, Scalar(0), 2);
}
result = this->decode(middle);
if (result.format == Result::BARCODE_NONE)
{
result = this->decode(std::vector<uchar>(middle.crbegin(), middle.crend()));
}
if (result.format == Result::BARCODE_NONE)
{
cv::line(debug_img, begin, end, Scalar(0), 2);
cv::putText(debug_img, result.result, begin, cv::FONT_HERSHEY_PLAIN, 1, cv::Scalar(0, 0, 255), 1);
}
}
#endif
bool UPCEANDecoder::findGuardPatterns(const std::vector<uchar> &row, uint rowOffset, uchar whiteFirst,
const std::vector<int> &pattern, Counter &counter, std::pair<uint, uint> &result)
{
size_t patternLength = pattern.size();
size_t width = row.size();
uchar color = whiteFirst ? WHITE : BLACK;
rowOffset = (int) (std::find(row.cbegin() + rowOffset, row.cend(), color) - row.cbegin());
uint counterPosition = 0;
uint patternStart = rowOffset;
for (uint x = rowOffset; x < width; x++)
{
if (row[x] == color)
{
counter.pattern[counterPosition]++;
counter.sum++;
}
else
{
if (counterPosition == patternLength - 1)
{
if (patternMatch(counter, pattern, MAX_INDIVIDUAL_VARIANCE) < MAX_AVG_VARIANCE)
{
result.first = patternStart;
result.second = x;
return true;
}
patternStart += counter.pattern[0] + counter.pattern[1];
counter.sum -= counter.pattern[0] + counter.pattern[1];
std::copy(counter.pattern.begin() + 2, counter.pattern.end(), counter.pattern.begin());
counter.pattern[patternLength - 2] = 0;
counter.pattern[patternLength - 1] = 0;
counterPosition--;
}
else
{
counterPosition++;
}
counter.pattern[counterPosition] = 1;
counter.sum++;
color = (std::numeric_limits<uchar>::max() - color);
}
}
return false;
}
bool UPCEANDecoder::findStartGuardPatterns(const std::vector<uchar> &row, std::pair<uint, uint> &start_range)
{
bool is_find = false;
int next_start = 0;
while (!is_find)
{
Counter guard_counters(std::vector<int>{0, 0, 0});
if (!findGuardPatterns(row, next_start, BLACK, BEGIN_PATTERN(), guard_counters, start_range))
{
return false;
}
int start = static_cast<int>(start_range.first);
next_start = static_cast<int>(start_range.second);
int quiet_start = max(start - (next_start - start), 0);
is_find = (quiet_start != start) &&
(std::find(std::begin(row) + quiet_start, std::begin(row) + start, BLACK) == std::begin(row) + start);
}
return true;
}
int UPCEANDecoder::decodeDigit(const std::vector<uchar> &row, Counter &counters, uint rowOffset,
const std::vector<std::vector<int>> &patterns)
{
fillCounter(row, rowOffset, counters);
int bestMatch = -1;
uint bestVariance = MAX_AVG_VARIANCE; // worst variance we'll accept
int i = 0;
for (const auto &pattern : patterns)
{
uint variance = patternMatch(counters, pattern, MAX_INDIVIDUAL_VARIANCE);
if (variance < bestVariance)
{
bestVariance = variance;
bestMatch = i;
}
i++;
}
return std::max(-1, bestMatch);
// -1 is Mismatch or means error.
}
/*Input a ROI mat return result */
std::pair<Result, float> UPCEANDecoder::decodeROI(const Mat &bar_img) const
{
if ((size_t) bar_img.cols < this->bits_num)
{
return std::make_pair(Result{string(), Result::BARCODE_NONE}, 0.0F);
}
std::map<std::string, int> result_vote;
std::map<Result::BarcodeType, int> format_vote;
int vote_cnt = 0;
int total_vote = 0;
std::string max_result;
Result::BarcodeType max_type = Result::BARCODE_NONE;
const int step = bar_img.rows / (DIVIDE_PART + BIAS_PART);
Result result;
int row_num;
for (int i = 0; i < DIVIDE_PART; ++i)
{
row_num = (i + BIAS_PART / 2) * step;
if (row_num < 0 || row_num > bar_img.rows)
{
continue;
}
const auto *ptr = bar_img.ptr<uchar>(row_num);
vector<uchar> line(ptr, ptr + bar_img.cols);
result = decodeLine(line);
if (result.format != Result::BARCODE_NONE)
{
total_vote++;
result_vote[result.result] += 1;
if (result_vote[result.result] > vote_cnt)
{
vote_cnt = result_vote[result.result];
max_result = result.result;
max_type = result.format;
}
}
}
if (total_vote == 0 || (vote_cnt << 2) < total_vote)
{
return std::make_pair(Result(string(), Result::BARCODE_NONE), 0.0f);
}
float confidence = (float) vote_cnt / (float) DIVIDE_PART;
//Check if it is UPC-A format
if (max_type == Result::BARCODE_EAN_13 && max_result[0] == '0')
{
max_result = max_result.substr(1, 12); //UPC-A length 12
max_type = Result::BARCODE_UPC_A;
}
return std::make_pair(Result(max_result, max_type), confidence);
}
Result UPCEANDecoder::decodeLine(const vector<uchar> &line) const
{
Result result = this->decode(line);
if (result.format == Result::BARCODE_NONE)
{
result = this->decode(std::vector<uchar>(line.crbegin(), line.crend()));
}
return result;
}
bool UPCEANDecoder::isValid(const string &result) const
{
if (result.size() != digit_number)
{
return false;
}
int sum = 0;
for (int index = (int) result.size() - 2, i = 1; index >= 0; index--, i++)
{
int temp = result[index] - '0';
sum += (temp + ((i & 1) != 0 ? temp << 1 : 0));
}
return (result.back() - '0') == ((10 - (sum % 10)) % 10);
}
// right for A
const std::vector<std::vector<int>> &get_A_or_C_Patterns()
{
static const std::vector<std::vector<int>> A_or_C_Patterns{{3, 2, 1, 1}, // 0
{2, 2, 2, 1}, // 1
{2, 1, 2, 2}, // 2
{1, 4, 1, 1}, // 3
{1, 1, 3, 2}, // 4
{1, 2, 3, 1}, // 5
{1, 1, 1, 4}, // 6
{1, 3, 1, 2}, // 7
{1, 2, 1, 3}, // 8
{3, 1, 1, 2} // 9
};
return A_or_C_Patterns;
}
const std::vector<std::vector<int>> &get_AB_Patterns()
{
static const std::vector<std::vector<int>> AB_Patterns = [] {
constexpr uint offset = 10;
auto AB_Patterns_inited = std::vector<std::vector<int>>(offset << 1, std::vector<int>(PATTERN_LENGTH, 0));
std::copy(get_A_or_C_Patterns().cbegin(), get_A_or_C_Patterns().cend(), AB_Patterns_inited.begin());
//AB pattern is
for (uint i = 0; i < offset; ++i)
{
for (uint j = 0; j < PATTERN_LENGTH; ++j)
{
AB_Patterns_inited[i + offset][j] = AB_Patterns_inited[i][PATTERN_LENGTH - j - 1];
}
}
return AB_Patterns_inited;
}();
return AB_Patterns;
}
const std::vector<int> &BEGIN_PATTERN()
{
// it just need it's 1:1:1(black:white:black)
static const std::vector<int> BEGIN_PATTERN_(3, 1);
return BEGIN_PATTERN_;
}
const std::vector<int> &MIDDLE_PATTERN()
{
// it just need it's 1:1:1:1:1(white:black:white:black:white)
static const std::vector<int> MIDDLE_PATTERN_(5, 1);
return MIDDLE_PATTERN_;
}
const std::array<char, 32> &FIRST_CHAR_ARRAY()
{
// use array to simulation a Hashmap,
// because the data's size is small,
// use a hashmap or brute-force search 10 times both can not accept
static const std::array<char, 32> pattern{
'\x00', '\x00', '\x00', '\x00', '\x00', '\x00', '\x00', '\x06', '\x00', '\x00', '\x00', '\x09', '\x00',
'\x08', '\x03', '\x00', '\x00', '\x00', '\x00', '\x05', '\x00', '\x07', '\x02', '\x00', '\x00', '\x04',
'\x01', '\x00', '\x00', '\x00', '\x00', '\x00'};
// length is 32 to ensure the security
// 0x00000 -> 0 -> 0
// 0x11010 -> 26 -> 1
// 0x10110 -> 22 -> 2
// 0x01110 -> 14 -> 3
// 0x11001 -> 25 -> 4
// 0x10011 -> 19 -> 5
// 0x00111 -> 7 -> 6
// 0x10101 -> 21 -> 7
// 0x01101 -> 13 -> 8
// 0x01011 -> 11 -> 9
// delete the 1-13's 2 number's bit,
// it always be A which do not need to count.
return pattern;
}
}
} // namespace cv