| Line | Branch | Exec | Source |
|---|---|---|---|
| 1 | #include "marin_l_mark_components/tbb/include/ops_tbb.hpp" | ||
| 2 | |||
| 3 | #include <algorithm> | ||
| 4 | #include <cstddef> | ||
| 5 | #include <cstdint> | ||
| 6 | #include <utility> | ||
| 7 | #include <vector> | ||
| 8 | |||
| 9 | #include "marin_l_mark_components/common/include/common.hpp" | ||
| 10 | #include "oneapi/tbb/blocked_range.h" | ||
| 11 | #include "oneapi/tbb/parallel_for.h" | ||
| 12 | #include "oneapi/tbb/task_arena.h" | ||
| 13 | |||
| 14 | namespace marin_l_mark_components { | ||
| 15 | |||
| 16 | namespace { | ||
| 17 | |||
| 18 | constexpr std::uint64_t kMaxPixels = 100000000ULL; | ||
| 19 | constexpr int kMinRowsPerStripe = 64; | ||
| 20 | |||
| 21 | struct StripeSetup { | ||
| 22 | int num_stripes = 1; | ||
| 23 | int total_max_labels = 1; | ||
| 24 | std::vector<int> stripe_bounds; | ||
| 25 | std::vector<int> stripe_base_label; | ||
| 26 | }; | ||
| 27 | |||
| 28 | int FindRoot(std::vector<int> &parent, int x) { | ||
| 29 | int root = x; | ||
| 30 |
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372 | while (parent[root] != root) { |
| 31 | root = parent[root]; | ||
| 32 | } | ||
| 33 | |||
| 34 | int current = x; | ||
| 35 |
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372 | while (current != root) { |
| 36 | ✗ | const int next = parent[current]; | |
| 37 | ✗ | parent[current] = root; | |
| 38 | current = next; | ||
| 39 | } | ||
| 40 | |||
| 41 | return root; | ||
| 42 | } | ||
| 43 | |||
| 44 | ✗ | void UnionLabels(std::vector<int> &parent, int a, int b) { | |
| 45 | const int root_a = FindRoot(parent, a); | ||
| 46 | const int root_b = FindRoot(parent, b); | ||
| 47 | ✗ | if (root_a == root_b) { | |
| 48 | return; | ||
| 49 | } | ||
| 50 | |||
| 51 | ✗ | if (root_a < root_b) { | |
| 52 | ✗ | parent[root_b] = root_a; | |
| 53 | } else { | ||
| 54 | ✗ | parent[root_a] = root_b; | |
| 55 | } | ||
| 56 | } | ||
| 57 | |||
| 58 | 24 | StripeSetup BuildStripeSetup(int height, int width) { | |
| 59 |
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24 | StripeSetup setup; |
| 60 | |||
| 61 |
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24 | setup.num_stripes = std::min(height, oneapi::tbb::this_task_arena::max_concurrency() * 2); |
| 62 |
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24 | if (setup.num_stripes > 0 && height / setup.num_stripes < kMinRowsPerStripe) { |
| 63 |
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48 | setup.num_stripes = std::max(1, height / kMinRowsPerStripe); |
| 64 | } | ||
| 65 | 24 | setup.num_stripes = std::max(1, setup.num_stripes); | |
| 66 | |||
| 67 |
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24 | setup.stripe_bounds.assign(static_cast<std::size_t>(setup.num_stripes) + 1ULL, 0); |
| 68 |
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72 | for (int stripe = 0; stripe <= setup.num_stripes; ++stripe) { |
| 69 | 48 | setup.stripe_bounds[static_cast<std::size_t>(stripe)] = (stripe * height) / setup.num_stripes; | |
| 70 | } | ||
| 71 | |||
| 72 |
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24 | setup.stripe_base_label.assign(static_cast<std::size_t>(setup.num_stripes), 0); |
| 73 |
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48 | for (int stripe = 0; stripe < setup.num_stripes; ++stripe) { |
| 74 | 24 | setup.stripe_base_label[static_cast<std::size_t>(stripe)] = setup.total_max_labels; | |
| 75 | 24 | const int stripe_height = setup.stripe_bounds[static_cast<std::size_t>(stripe) + 1ULL] - | |
| 76 | 24 | setup.stripe_bounds[static_cast<std::size_t>(stripe)]; | |
| 77 | 24 | setup.total_max_labels += ((stripe_height * width) / 2) + 1; | |
| 78 | } | ||
| 79 | |||
| 80 | 24 | return setup; | |
| 81 | ✗ | } | |
| 82 | |||
| 83 | void InitializeParents(std::vector<int> &parent, int total_max_labels) { | ||
| 84 | 48 | tbb::parallel_for(tbb::blocked_range<int>(0, total_max_labels), [&](const tbb::blocked_range<int> &range) { | |
| 85 |
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1976 | for (int label = range.begin(); label != range.end(); ++label) { |
| 86 | 988 | parent[static_cast<std::size_t>(label)] = label; | |
| 87 | } | ||
| 88 | }); | ||
| 89 | } | ||
| 90 | |||
| 91 | 580 | void AssignPixelLabel(std::vector<int> &labels_flat, std::vector<int> &parent, std::size_t idx, int left_label, | |
| 92 | int top_label, int &next_label) { | ||
| 93 |
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580 | if (left_label == 0 && top_label == 0) { |
| 94 | 372 | labels_flat[idx] = next_label++; | |
| 95 | 372 | return; | |
| 96 | } | ||
| 97 |
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208 | if (left_label != 0 && top_label == 0) { |
| 98 | 52 | labels_flat[idx] = left_label; | |
| 99 | 52 | return; | |
| 100 | } | ||
| 101 |
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156 | if (left_label == 0 && top_label != 0) { |
| 102 | 60 | labels_flat[idx] = top_label; | |
| 103 | 60 | return; | |
| 104 | } | ||
| 105 | |||
| 106 | const int min_label = std::min(left_label, top_label); | ||
| 107 | 96 | labels_flat[idx] = min_label; | |
| 108 |
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96 | if (left_label != top_label) { |
| 109 | ✗ | UnionLabels(parent, left_label, top_label); | |
| 110 | } | ||
| 111 | } | ||
| 112 | |||
| 113 | 24 | void LabelStripe(const std::vector<std::uint8_t> &binary_flat, std::vector<int> &labels_flat, std::vector<int> &parent, | |
| 114 | const std::vector<int> &stripe_bounds, const std::vector<int> &stripe_base_label, | ||
| 115 | std::vector<int> &stripe_max_used, int width, int stripe) { | ||
| 116 | 24 | const int start_row = stripe_bounds[static_cast<std::size_t>(stripe)]; | |
| 117 | 24 | const int end_row = stripe_bounds[static_cast<std::size_t>(stripe) + 1ULL]; | |
| 118 | 24 | int next_label = stripe_base_label[static_cast<std::size_t>(stripe)]; | |
| 119 | |||
| 120 |
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224 | for (int row = start_row; row < end_row; ++row) { |
| 121 | 200 | const auto row_offset = static_cast<std::size_t>(row) * static_cast<std::size_t>(width); | |
| 122 | 200 | const auto prev_row_offset = static_cast<std::size_t>(row - 1) * static_cast<std::size_t>(width); | |
| 123 | |||
| 124 |
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2088 | for (int col = 0; col < width; ++col) { |
| 125 |
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1888 | const auto idx = row_offset + static_cast<std::size_t>(col); |
| 126 |
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1888 | if (binary_flat[idx] == 0U) { |
| 127 | 1308 | continue; | |
| 128 | } | ||
| 129 | |||
| 130 |
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580 | const int left_label = (col > 0) ? labels_flat[idx - 1ULL] : 0; |
| 131 |
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580 | const int top_label = (row > start_row) ? labels_flat[prev_row_offset + static_cast<std::size_t>(col)] : 0; |
| 132 | 580 | AssignPixelLabel(labels_flat, parent, idx, left_label, top_label, next_label); | |
| 133 | } | ||
| 134 | } | ||
| 135 | |||
| 136 | 24 | stripe_max_used[static_cast<std::size_t>(stripe)] = next_label; | |
| 137 | 24 | } | |
| 138 | |||
| 139 | 24 | void MergeStripeBorders(const std::vector<std::uint8_t> &binary_flat, const std::vector<int> &stripe_bounds, | |
| 140 | std::vector<int> &labels_flat, std::vector<int> &parent, int width, int num_stripes) { | ||
| 141 |
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24 | for (int stripe = 0; stripe < num_stripes - 1; ++stripe) { |
| 142 | ✗ | const int boundary_row = stripe_bounds[static_cast<std::size_t>(stripe) + 1ULL]; | |
| 143 | ✗ | const auto row_offset = static_cast<std::size_t>(boundary_row) * static_cast<std::size_t>(width); | |
| 144 | ✗ | const auto prev_row_offset = static_cast<std::size_t>(boundary_row - 1) * static_cast<std::size_t>(width); | |
| 145 | |||
| 146 | ✗ | for (int col = 0; col < width; ++col) { | |
| 147 | ✗ | const auto bottom_idx = row_offset + static_cast<std::size_t>(col); | |
| 148 | ✗ | const auto top_idx = prev_row_offset + static_cast<std::size_t>(col); | |
| 149 | ✗ | if (binary_flat[bottom_idx] == 1U && binary_flat[top_idx] == 1U) { | |
| 150 | ✗ | UnionLabels(parent, labels_flat[bottom_idx], labels_flat[top_idx]); | |
| 151 | } | ||
| 152 | } | ||
| 153 | } | ||
| 154 | 24 | } | |
| 155 | |||
| 156 | 24 | std::vector<int> BuildCompactedLabels(std::vector<int> &parent, const std::vector<int> &stripe_base_label, | |
| 157 | const std::vector<int> &stripe_max_used, int total_max_labels, int num_stripes) { | ||
| 158 | 24 | std::vector<int> compacted(static_cast<std::size_t>(total_max_labels), 0); | |
| 159 | int next_compact_id = 1; | ||
| 160 | |||
| 161 |
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48 | for (int stripe = 0; stripe < num_stripes; ++stripe) { |
| 162 | 396 | for (int label = stripe_base_label[static_cast<std::size_t>(stripe)]; | |
| 163 |
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396 | label < stripe_max_used[static_cast<std::size_t>(stripe)]; ++label) { |
| 164 | const int root = FindRoot(parent, label); | ||
| 165 |
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372 | if (compacted[static_cast<std::size_t>(root)] == 0) { |
| 166 | 372 | compacted[static_cast<std::size_t>(root)] = next_compact_id++; | |
| 167 | } | ||
| 168 | 372 | compacted[static_cast<std::size_t>(label)] = compacted[static_cast<std::size_t>(root)]; | |
| 169 | } | ||
| 170 | } | ||
| 171 | |||
| 172 | 24 | return compacted; | |
| 173 | } | ||
| 174 | |||
| 175 | void ApplyCompactedLabels(std::vector<int> &labels_flat, const std::vector<int> &compacted, | ||
| 176 | const std::vector<int> &stripe_bounds, int width, int num_stripes) { | ||
| 177 | 24 | tbb::parallel_for(tbb::blocked_range<int>(0, num_stripes), [&](const tbb::blocked_range<int> &range) { | |
| 178 |
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48 | for (int stripe = range.begin(); stripe != range.end(); ++stripe) { |
| 179 | 24 | const int start_row = stripe_bounds[static_cast<std::size_t>(stripe)]; | |
| 180 | 24 | const int end_row = stripe_bounds[static_cast<std::size_t>(stripe) + 1ULL]; | |
| 181 | |||
| 182 |
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224 | for (int row = start_row; row < end_row; ++row) { |
| 183 | 200 | const auto row_offset = static_cast<std::size_t>(row) * static_cast<std::size_t>(width); | |
| 184 |
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2088 | for (int col = 0; col < width; ++col) { |
| 185 | 1888 | const auto idx = row_offset + static_cast<std::size_t>(col); | |
| 186 |
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1888 | const int label = labels_flat[idx]; |
| 187 |
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1888 | if (label != 0) { |
| 188 | 580 | labels_flat[idx] = compacted[static_cast<std::size_t>(label)]; | |
| 189 | } | ||
| 190 | } | ||
| 191 | } | ||
| 192 | } | ||
| 193 | 24 | }); | |
| 194 | } | ||
| 195 | |||
| 196 | } // namespace | ||
| 197 | |||
| 198 |
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24 | MarinLMarkComponentsTBB::MarinLMarkComponentsTBB(const InType &in) { |
| 199 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 200 | GetInput() = in; | ||
| 201 | 24 | } | |
| 202 | |||
| 203 | ✗ | bool MarinLMarkComponentsTBB::IsBinary(const Image &img) { | |
| 204 |
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224 | for (const auto &row : img) { |
| 205 |
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2088 | for (int pixel : row) { |
| 206 |
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1888 | if (pixel != 0 && pixel != 1) { |
| 207 | return false; | ||
| 208 | } | ||
| 209 | } | ||
| 210 | } | ||
| 211 | return true; | ||
| 212 | } | ||
| 213 | |||
| 214 |
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24 | bool MarinLMarkComponentsTBB::ValidationImpl() { |
| 215 | const auto &img = GetInput().binary; | ||
| 216 |
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24 | if (img.empty() || img.front().empty()) { |
| 217 | return false; | ||
| 218 | } | ||
| 219 | |||
| 220 | const std::size_t width = img.front().size(); | ||
| 221 |
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224 | for (const auto &row : img) { |
| 222 |
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200 | if (row.size() != width) { |
| 223 | return false; | ||
| 224 | } | ||
| 225 | } | ||
| 226 | |||
| 227 | return IsBinary(img); | ||
| 228 | } | ||
| 229 | |||
| 230 | 24 | bool MarinLMarkComponentsTBB::PreProcessingImpl() { | |
| 231 |
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24 | const auto &img = GetInput().binary; |
| 232 | 24 | height_ = static_cast<int>(img.size()); | |
| 233 | 24 | width_ = static_cast<int>(img.front().size()); | |
| 234 | |||
| 235 |
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24 | if (height_ <= 0 || width_ <= 0) { |
| 236 | return false; | ||
| 237 | } | ||
| 238 | |||
| 239 | 24 | const std::uint64_t total_pixels = static_cast<std::uint64_t>(height_) * static_cast<std::uint64_t>(width_); | |
| 240 |
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24 | if (total_pixels > kMaxPixels) { |
| 241 | return false; | ||
| 242 | } | ||
| 243 | |||
| 244 | 24 | binary_flat_.assign(static_cast<std::size_t>(total_pixels), 0); | |
| 245 |
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24 | labels_flat_.assign(static_cast<std::size_t>(total_pixels), 0); |
| 246 | labels_out_.clear(); | ||
| 247 | |||
| 248 | 224 | tbb::parallel_for(tbb::blocked_range<int>(0, height_), [&](const tbb::blocked_range<int> &range) { | |
| 249 |
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400 | for (int row = range.begin(); row != range.end(); ++row) { |
| 250 | 200 | const auto row_offset = static_cast<std::size_t>(row) * static_cast<std::size_t>(width_); | |
| 251 |
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2088 | for (int col = 0; col < width_; ++col) { |
| 252 | 1888 | binary_flat_[row_offset + static_cast<std::size_t>(col)] = | |
| 253 | 1888 | static_cast<std::uint8_t>(img[static_cast<std::size_t>(row)][static_cast<std::size_t>(col)]); | |
| 254 | } | ||
| 255 | } | ||
| 256 | 200 | }); | |
| 257 | |||
| 258 | 24 | return true; | |
| 259 | } | ||
| 260 | |||
| 261 | 24 | bool MarinLMarkComponentsTBB::RunImpl() { | |
| 262 |
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24 | if (height_ == 0 || width_ == 0) { |
| 263 | return true; | ||
| 264 | } | ||
| 265 | |||
| 266 | 24 | const StripeSetup setup = BuildStripeSetup(height_, width_); | |
| 267 |
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24 | std::vector<int> parent(static_cast<std::size_t>(setup.total_max_labels), 0); |
| 268 |
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24 | InitializeParents(parent, setup.total_max_labels); |
| 269 | |||
| 270 |
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24 | std::vector<int> stripe_max_used(static_cast<std::size_t>(setup.num_stripes), 0); |
| 271 |
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48 | tbb::parallel_for(tbb::blocked_range<int>(0, setup.num_stripes), [&](const tbb::blocked_range<int> &range) { |
| 272 |
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48 | for (int stripe = range.begin(); stripe != range.end(); ++stripe) { |
| 273 | 24 | LabelStripe(binary_flat_, labels_flat_, parent, setup.stripe_bounds, setup.stripe_base_label, stripe_max_used, | |
| 274 | width_, stripe); | ||
| 275 | } | ||
| 276 | 24 | }); | |
| 277 | |||
| 278 | 24 | MergeStripeBorders(binary_flat_, setup.stripe_bounds, labels_flat_, parent, width_, setup.num_stripes); | |
| 279 | const std::vector<int> compacted = | ||
| 280 |
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24 | BuildCompactedLabels(parent, setup.stripe_base_label, stripe_max_used, setup.total_max_labels, setup.num_stripes); |
| 281 |
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24 | ApplyCompactedLabels(labels_flat_, compacted, setup.stripe_bounds, width_, setup.num_stripes); |
| 282 | |||
| 283 | return true; | ||
| 284 | 24 | } | |
| 285 | |||
| 286 |
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24 | bool MarinLMarkComponentsTBB::PostProcessingImpl() { |
| 287 | labels_out_.clear(); | ||
| 288 | 24 | labels_out_.resize(static_cast<std::size_t>(height_)); | |
| 289 | |||
| 290 | 224 | tbb::parallel_for(tbb::blocked_range<int>(0, height_), [&](const tbb::blocked_range<int> &range) { | |
| 291 |
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400 | for (int row = range.begin(); row != range.end(); ++row) { |
| 292 | 200 | labels_out_[static_cast<std::size_t>(row)].resize(static_cast<std::size_t>(width_)); | |
| 293 | 200 | const auto row_offset = static_cast<std::size_t>(row) * static_cast<std::size_t>(width_); | |
| 294 | 200 | std::copy(labels_flat_.begin() + static_cast<std::ptrdiff_t>(row_offset), | |
| 295 | labels_flat_.begin() + static_cast<std::ptrdiff_t>(row_offset) + width_, | ||
| 296 | labels_out_[static_cast<std::size_t>(row)].begin()); | ||
| 297 | } | ||
| 298 | 200 | }); | |
| 299 | |||
| 300 | 24 | GetOutput().labels = std::move(labels_out_); | |
| 301 | 24 | return true; | |
| 302 | } | ||
| 303 | |||
| 304 | } // namespace marin_l_mark_components | ||
| 305 |