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|---|---|---|---|
| 1 | #include "paramonov_v_bin_img_conv_hul/all/include/ops_all.hpp" | ||
| 2 | |||
| 3 | #include <algorithm> | ||
| 4 | #include <array> | ||
| 5 | #include <cstddef> | ||
| 6 | #include <cstdint> | ||
| 7 | #include <iterator> | ||
| 8 | #include <stack> | ||
| 9 | #include <utility> | ||
| 10 | #include <vector> | ||
| 11 | |||
| 12 | #include "paramonov_v_bin_img_conv_hul/all/include/common.hpp" | ||
| 13 | |||
| 14 | namespace paramonov_v_bin_img_conv_hul_all { | ||
| 15 | |||
| 16 | namespace { | ||
| 17 | constexpr std::array<std::pair<int, int>, 4> kNeighbors = {{{1, 0}, {-1, 0}, {0, 1}, {0, -1}}}; | ||
| 18 | |||
| 19 | 126 | bool ComparePoints(const PixelPoint &a, const PixelPoint &b) { | |
| 20 |
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126 | if (a.row != b.row) { |
| 21 | 92 | return a.row < b.row; | |
| 22 | } | ||
| 23 | 34 | return a.col < b.col; | |
| 24 | } | ||
| 25 | |||
| 26 | int64_t SquaredDistance(const PixelPoint &a, const PixelPoint &b) { | ||
| 27 | auto dx = static_cast<int64_t>(a.col - b.col); | ||
| 28 | auto dy = static_cast<int64_t>(a.row - b.row); | ||
| 29 | 84 | return (dx * dx) + (dy * dy); | |
| 30 | } | ||
| 31 | |||
| 32 | } // namespace | ||
| 33 | |||
| 34 |
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16 | ConvexHullAll::ConvexHullAll(const InputType &input) { |
| 35 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 36 | GetInput() = input; | ||
| 37 | 16 | } | |
| 38 | |||
| 39 | 16 | bool ConvexHullAll::ValidationImpl() { | |
| 40 | const auto &img = GetInput(); | ||
| 41 |
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16 | if (img.rows <= 0 || img.cols <= 0) { |
| 42 | return false; | ||
| 43 | } | ||
| 44 | |||
| 45 | 16 | const size_t expected_size = static_cast<size_t>(img.rows) * static_cast<size_t>(img.cols); | |
| 46 | 16 | return img.pixels.size() == expected_size; | |
| 47 | } | ||
| 48 | |||
| 49 | 16 | bool ConvexHullAll::PreProcessingImpl() { | |
| 50 | working_image_ = GetInput(); | ||
| 51 | BinarizeImage(); | ||
| 52 | GetOutput().clear(); | ||
| 53 | 16 | return true; | |
| 54 | } | ||
| 55 | |||
| 56 | 16 | bool ConvexHullAll::RunImpl() { | |
| 57 | 16 | ExtractConnectedComponents(); | |
| 58 | 16 | return true; | |
| 59 | } | ||
| 60 | |||
| 61 | 16 | bool ConvexHullAll::PostProcessingImpl() { | |
| 62 | 16 | return true; | |
| 63 | } | ||
| 64 | |||
| 65 | ✗ | void ConvexHullAll::BinarizeImage(uint8_t threshold) { | |
| 66 | const size_t size = working_image_.pixels.size(); | ||
| 67 | auto &pixels = working_image_.pixels; | ||
| 68 | |||
| 69 |
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3040 | for (size_t i = 0; i < size; ++i) { |
| 70 |
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5900 | pixels[i] = pixels[i] > threshold ? uint8_t{255} : uint8_t{0}; |
| 71 | } | ||
| 72 | ✗ | } | |
| 73 | |||
| 74 | 22 | void ConvexHullAll::FloodFill(int start_row, int start_col, std::vector<bool> &visited, | |
| 75 | std::vector<PixelPoint> &component) const { | ||
| 76 | std::stack<PixelPoint> pixel_stack; | ||
| 77 | pixel_stack.emplace(start_row, start_col); | ||
| 78 | |||
| 79 | 22 | const int rows = working_image_.rows; | |
| 80 | 22 | const int cols = working_image_.cols; | |
| 81 | |||
| 82 |
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22 | visited[PixelIndex(start_row, start_col, cols)] = true; |
| 83 | |||
| 84 |
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170 | while (!pixel_stack.empty()) { |
| 85 |
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148 | PixelPoint current = pixel_stack.top(); |
| 86 | pixel_stack.pop(); | ||
| 87 | |||
| 88 | component.push_back(current); | ||
| 89 | |||
| 90 |
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740 | for (const auto &[dr, dc] : kNeighbors) { |
| 91 | 592 | int next_row = current.row + dr; | |
| 92 | 592 | int next_col = current.col + dc; | |
| 93 | |||
| 94 |
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592 | if (next_row >= 0 && next_row < rows && next_col >= 0 && next_col < cols) { |
| 95 | size_t idx = PixelIndex(next_row, next_col, cols); | ||
| 96 |
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592 | if (!visited[idx] && working_image_.pixels[idx] == 255) { |
| 97 | visited[idx] = true; | ||
| 98 | pixel_stack.emplace(next_row, next_col); | ||
| 99 | } | ||
| 100 | } | ||
| 101 | } | ||
| 102 | } | ||
| 103 | 22 | } | |
| 104 | |||
| 105 | 16 | void ConvexHullAll::ExtractConnectedComponents() { | |
| 106 | 16 | const int rows = working_image_.rows; | |
| 107 | 16 | const int cols = working_image_.cols; | |
| 108 | 16 | const size_t total_pixels = static_cast<size_t>(rows) * static_cast<size_t>(cols); | |
| 109 | |||
| 110 | 16 | std::vector<bool> visited(total_pixels, false); | |
| 111 | auto &output_hulls = GetOutput(); | ||
| 112 | |||
| 113 |
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200 | for (int row = 0; row < rows; ++row) { |
| 114 |
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3208 | for (int col = 0; col < cols; ++col) { |
| 115 | size_t idx = PixelIndex(row, col, cols); | ||
| 116 | |||
| 117 |
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3024 | if (working_image_.pixels[idx] == 255 && !visited[idx]) { |
| 118 | 22 | std::vector<PixelPoint> component; | |
| 119 |
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22 | FloodFill(row, col, visited, component); |
| 120 | |||
| 121 |
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22 | if (!component.empty()) { |
| 122 |
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22 | std::vector<PixelPoint> hull = ComputeConvexHull(component); |
| 123 | output_hulls.push_back(std::move(hull)); | ||
| 124 | } | ||
| 125 | } | ||
| 126 | } | ||
| 127 | } | ||
| 128 | 16 | } | |
| 129 | |||
| 130 | ✗ | int64_t ConvexHullAll::Orientation(const PixelPoint &p, const PixelPoint &q, const PixelPoint &r) { | |
| 131 | 514 | return (static_cast<int64_t>(q.col - p.col) * (r.row - p.row)) - | |
| 132 |
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110 | (static_cast<int64_t>(q.row - p.row) * (r.col - p.col)); |
| 133 | } | ||
| 134 | |||
| 135 |
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16 | PixelPoint ConvexHullAll::FindLowestPoint(const std::vector<PixelPoint> &points) { |
| 136 | 16 | return *std::ranges::min_element(points, ComparePoints); | |
| 137 | } | ||
| 138 | |||
| 139 | 16 | std::vector<PixelPoint> ConvexHullAll::SortPointsByAngle(const std::vector<PixelPoint> &points, | |
| 140 | const PixelPoint &lowest_point) { | ||
| 141 |
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16 | std::vector<PixelPoint> sorted_points; |
| 142 |
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16 | sorted_points.reserve(points.size() - 1); |
| 143 | |||
| 144 | 16 | std::ranges::copy_if(points, std::back_inserter(sorted_points), [&lowest_point](const PixelPoint &p) { | |
| 145 |
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142 | return (p.row != lowest_point.row) || (p.col != lowest_point.col); |
| 146 | }); | ||
| 147 | |||
| 148 | 316 | std::ranges::sort(sorted_points, [&lowest_point](const PixelPoint &a, const PixelPoint &b) { | |
| 149 | 316 | int64_t orient = Orientation(lowest_point, a, b); | |
| 150 |
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316 | if (orient != 0) { |
| 151 | 232 | return orient > 0; | |
| 152 | } | ||
| 153 | 84 | return SquaredDistance(a, lowest_point) < SquaredDistance(b, lowest_point); | |
| 154 | }); | ||
| 155 | |||
| 156 | 16 | return sorted_points; | |
| 157 | } | ||
| 158 | |||
| 159 |
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16 | std::vector<PixelPoint> ConvexHullAll::RemoveCollinearPoints(const std::vector<PixelPoint> &sorted_points, |
| 160 | const PixelPoint &lowest_point) { | ||
| 161 |
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16 | if (sorted_points.empty()) { |
| 162 | ✗ | return {}; | |
| 163 | } | ||
| 164 | |||
| 165 |
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16 | std::vector<PixelPoint> unique_points; |
| 166 |
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16 | unique_points.reserve(sorted_points.size()); |
| 167 | |||
| 168 |
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142 | for (size_t i = 0; i < sorted_points.size(); ++i) { |
| 169 | 126 | bool is_last = (i == sorted_points.size() - 1); | |
| 170 |
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126 | bool is_collinear = !is_last && Orientation(lowest_point, sorted_points[i], sorted_points[i + 1]) == 0; |
| 171 | |||
| 172 |
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126 | if (is_last || !is_collinear) { |
| 173 | unique_points.push_back(sorted_points[i]); | ||
| 174 | } | ||
| 175 | } | ||
| 176 | |||
| 177 | return unique_points; | ||
| 178 | } | ||
| 179 | |||
| 180 | 4 | std::vector<PixelPoint> ConvexHullAll::HandleCollinearCase(const std::vector<PixelPoint> &points, | |
| 181 | const PixelPoint &lowest_point) { | ||
| 182 |
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4 | std::vector<PixelPoint> collinear_hull; |
| 183 | collinear_hull.push_back(lowest_point); | ||
| 184 | |||
| 185 |
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4 | if (!points.empty()) { |
| 186 | collinear_hull.push_back(points.back()); | ||
| 187 | } | ||
| 188 | |||
| 189 |
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4 | if (collinear_hull.size() == 2) { |
| 190 |
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4 | bool need_swap = (collinear_hull[0].row > collinear_hull[1].row) || |
| 191 |
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2 | (collinear_hull[0].row == collinear_hull[1].row && collinear_hull[0].col > collinear_hull[1].col); |
| 192 | if (need_swap) { | ||
| 193 | std::swap(collinear_hull[0], collinear_hull[1]); | ||
| 194 | } | ||
| 195 | } | ||
| 196 | |||
| 197 | 4 | return collinear_hull; | |
| 198 | } | ||
| 199 | |||
| 200 | 12 | std::vector<PixelPoint> ConvexHullAll::BuildHull(const std::vector<PixelPoint> &unique_points, | |
| 201 | const PixelPoint &lowest_point) { | ||
| 202 |
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12 | std::vector<PixelPoint> hull; |
| 203 |
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12 | hull.reserve(unique_points.size() + 1); |
| 204 | hull.push_back(lowest_point); | ||
| 205 | hull.push_back(unique_points[0]); | ||
| 206 | |||
| 207 |
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68 | for (size_t i = 1; i < unique_points.size(); ++i) { |
| 208 | const auto &p = unique_points[i]; | ||
| 209 |
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88 | while (hull.size() >= 2) { |
| 210 | const auto &a = hull[hull.size() - 2]; | ||
| 211 | const auto &b = hull.back(); | ||
| 212 |
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88 | if (Orientation(a, b, p) <= 0) { |
| 213 | hull.pop_back(); | ||
| 214 | } else { | ||
| 215 | break; | ||
| 216 | } | ||
| 217 | } | ||
| 218 | hull.push_back(p); | ||
| 219 | } | ||
| 220 | |||
| 221 | 12 | return hull; | |
| 222 | } | ||
| 223 | |||
| 224 |
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22 | std::vector<PixelPoint> ConvexHullAll::ComputeConvexHull(const std::vector<PixelPoint> &points) { |
| 225 |
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22 | if (points.size() <= 2) { |
| 226 | 6 | return points; | |
| 227 | } | ||
| 228 | |||
| 229 | 16 | PixelPoint lowest_point = FindLowestPoint(points); | |
| 230 | 16 | std::vector<PixelPoint> sorted_points = SortPointsByAngle(points, lowest_point); | |
| 231 |
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16 | std::vector<PixelPoint> unique_points = RemoveCollinearPoints(sorted_points, lowest_point); |
| 232 | |||
| 233 |
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16 | if (unique_points.size() <= 1) { |
| 234 |
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4 | return HandleCollinearCase(unique_points, lowest_point); |
| 235 | } | ||
| 236 | |||
| 237 |
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12 | return BuildHull(unique_points, lowest_point); |
| 238 | } | ||
| 239 | |||
| 240 | } // namespace paramonov_v_bin_img_conv_hul_all | ||
| 241 |