| Line | Branch | Exec | Source |
|---|---|---|---|
| 1 | #include "marin_l_mark_components/stl/include/ops_stl.hpp" | ||
| 2 | |||
| 3 | #include <algorithm> | ||
| 4 | #include <cstddef> | ||
| 5 | #include <cstdint> | ||
| 6 | #include <exception> | ||
| 7 | #include <functional> | ||
| 8 | #include <mutex> | ||
| 9 | #include <thread> | ||
| 10 | #include <vector> | ||
| 11 | |||
| 12 | #include "marin_l_mark_components/common/include/common.hpp" | ||
| 13 | #include "util/include/util.hpp" | ||
| 14 | |||
| 15 | namespace marin_l_mark_components { | ||
| 16 | |||
| 17 | namespace { | ||
| 18 | |||
| 19 | constexpr std::uint64_t kMaxPixels = 100000000ULL; | ||
| 20 | constexpr int kMinRowsPerStripe = 64; | ||
| 21 | |||
| 22 | int FindRoot(std::vector<int> &parent, int x) { | ||
| 23 | int root = x; | ||
| 24 |
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744 | while (parent[static_cast<std::size_t>(root)] != root) { |
| 25 | root = parent[static_cast<std::size_t>(root)]; | ||
| 26 | } | ||
| 27 | |||
| 28 | int current = x; | ||
| 29 |
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744 | while (current != root) { |
| 30 | ✗ | const int next = parent[static_cast<std::size_t>(current)]; | |
| 31 | ✗ | parent[static_cast<std::size_t>(current)] = root; | |
| 32 | current = next; | ||
| 33 | } | ||
| 34 | |||
| 35 | return root; | ||
| 36 | } | ||
| 37 | |||
| 38 | ✗ | void UnionLabels(std::vector<int> &parent, int a, int b) { | |
| 39 | const int root_a = FindRoot(parent, a); | ||
| 40 | const int root_b = FindRoot(parent, b); | ||
| 41 | ✗ | if (root_a == root_b) { | |
| 42 | return; | ||
| 43 | } | ||
| 44 | |||
| 45 | ✗ | if (root_a < root_b) { | |
| 46 | ✗ | parent[static_cast<std::size_t>(root_b)] = root_a; | |
| 47 | } else { | ||
| 48 | ✗ | parent[static_cast<std::size_t>(root_a)] = root_b; | |
| 49 | } | ||
| 50 | } | ||
| 51 | |||
| 52 | 1160 | int MergeLabels(std::vector<int> &parent, int left_label, int top_label, int &next_label) { | |
| 53 |
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1160 | if (left_label == 0 && top_label == 0) { |
| 54 | 744 | parent[static_cast<std::size_t>(next_label)] = next_label; | |
| 55 | 744 | return next_label++; | |
| 56 | } | ||
| 57 | |||
| 58 |
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416 | if (left_label == 0) { |
| 59 | 120 | return top_label; | |
| 60 | } | ||
| 61 | |||
| 62 |
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296 | if (top_label == 0) { |
| 63 | return left_label; | ||
| 64 | } | ||
| 65 | |||
| 66 | const int merged_label = std::min(left_label, top_label); | ||
| 67 |
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192 | if (left_label != top_label) { |
| 68 | ✗ | UnionLabels(parent, left_label, top_label); | |
| 69 | } | ||
| 70 | |||
| 71 | return merged_label; | ||
| 72 | } | ||
| 73 | |||
| 74 |
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240 | void RunParallelWorkers(int worker_count, const std::function<void(int, int)> &fn) { |
| 75 | 240 | const int total_workers = std::max(1, worker_count); | |
| 76 | 240 | std::vector<std::thread> threads; | |
| 77 |
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240 | threads.reserve(static_cast<std::size_t>(std::max(0, total_workers - 1))); |
| 78 | |||
| 79 | std::exception_ptr thread_error; | ||
| 80 | 240 | std::mutex error_mutex; | |
| 81 | |||
| 82 |
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384 | for (int worker = 1; worker < total_workers; ++worker) { |
| 83 |
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144 | threads.emplace_back([&, worker]() { |
| 84 | try { | ||
| 85 |
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288 | fn(worker, total_workers); |
| 86 | ✗ | } catch (...) { | |
| 87 | ✗ | std::scoped_lock lock(error_mutex); | |
| 88 | ✗ | if (thread_error == nullptr) { | |
| 89 | ✗ | thread_error = std::current_exception(); | |
| 90 | } | ||
| 91 | ✗ | } | |
| 92 | 144 | }); | |
| 93 | } | ||
| 94 | |||
| 95 | try { | ||
| 96 | 240 | fn(0, total_workers); | |
| 97 | ✗ | } catch (...) { | |
| 98 | std::scoped_lock lock(error_mutex); | ||
| 99 | ✗ | if (thread_error == nullptr) { | |
| 100 | ✗ | thread_error = std::current_exception(); | |
| 101 | } | ||
| 102 | ✗ | } | |
| 103 | |||
| 104 |
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384 | for (auto &thread : threads) { |
| 105 |
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144 | if (thread.joinable()) { |
| 106 |
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144 | thread.join(); |
| 107 | } | ||
| 108 | } | ||
| 109 | |||
| 110 |
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240 | if (thread_error != nullptr) { |
| 111 | ✗ | std::rethrow_exception(thread_error); | |
| 112 | } | ||
| 113 | 240 | } | |
| 114 | |||
| 115 | 240 | void ParallelForBlocks(int total_items, int worker_count, const std::function<void(int, int)> &fn) { | |
| 116 |
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240 | if (total_items <= 0) { |
| 117 | return; | ||
| 118 | } | ||
| 119 | |||
| 120 | const int actual_workers = std::min(std::max(1, worker_count), total_items); | ||
| 121 |
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960 | RunParallelWorkers(actual_workers, [fn, total_items](int worker, int total_workers) { |
| 122 | 384 | const int begin = (worker * total_items) / total_workers; | |
| 123 | 384 | const int end = ((worker + 1) * total_items) / total_workers; | |
| 124 |
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384 | if (begin < end) { |
| 125 | 384 | fn(begin, end); | |
| 126 | } | ||
| 127 | 384 | }); | |
| 128 | } | ||
| 129 | |||
| 130 |
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48 | void InitializeParents(std::vector<int> &parent, int total_max_labels, int worker_count) { |
| 131 |
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48 | ParallelForBlocks(total_max_labels, worker_count, [&](int begin, int end) { |
| 132 |
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2096 | for (int label = begin; label < end; ++label) { |
| 133 | 1976 | parent[static_cast<std::size_t>(label)] = label; | |
| 134 | } | ||
| 135 | }); | ||
| 136 | 48 | } | |
| 137 | |||
| 138 | 48 | void ProcessStripe(const std::vector<std::uint8_t> &binary, std::vector<int> &labels_flat, std::vector<int> &parent, | |
| 139 | const std::vector<int> &stripe_bounds, const std::vector<int> &stripe_base_label, | ||
| 140 | std::vector<int> &stripe_used_label_end, int width, int stripe) { | ||
| 141 | 48 | const int row_begin = stripe_bounds[static_cast<std::size_t>(stripe)]; | |
| 142 | 48 | const int row_end = stripe_bounds[static_cast<std::size_t>(stripe) + 1ULL]; | |
| 143 | 48 | int next_label = stripe_base_label[static_cast<std::size_t>(stripe)]; | |
| 144 | |||
| 145 |
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448 | for (int row = row_begin; row < row_end; ++row) { |
| 146 | 400 | const std::size_t row_offset = static_cast<std::size_t>(row) * static_cast<std::size_t>(width); | |
| 147 | 400 | const std::size_t top_row_offset = row_offset - static_cast<std::size_t>(width); | |
| 148 | |||
| 149 |
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4176 | for (int col = 0; col < width; ++col) { |
| 150 |
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3776 | const std::size_t idx = row_offset + static_cast<std::size_t>(col); |
| 151 |
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3776 | if (binary[idx] == 0U) { |
| 152 | 2616 | continue; | |
| 153 | } | ||
| 154 | |||
| 155 |
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1160 | const int left_label = (col > 0) ? labels_flat[idx - 1ULL] : 0; |
| 156 |
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1160 | const int top_label = (row > row_begin) ? labels_flat[top_row_offset + static_cast<std::size_t>(col)] : 0; |
| 157 | 1160 | labels_flat[idx] = MergeLabels(parent, left_label, top_label, next_label); | |
| 158 | } | ||
| 159 | } | ||
| 160 | |||
| 161 | 48 | stripe_used_label_end[static_cast<std::size_t>(stripe)] = next_label; | |
| 162 | 48 | } | |
| 163 | |||
| 164 | 48 | std::vector<int> BuildCompactedLabels(std::vector<int> &parent, const std::vector<int> &stripe_base_label, | |
| 165 | const std::vector<int> &stripe_used_label_end) { | ||
| 166 | 48 | std::vector<int> compacted(parent.size(), 0); | |
| 167 | int next_compact_id = 1; | ||
| 168 | |||
| 169 |
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96 | for (std::size_t stripe = 0; stripe < stripe_base_label.size(); ++stripe) { |
| 170 |
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792 | for (int label = stripe_base_label[stripe]; label < stripe_used_label_end[stripe]; ++label) { |
| 171 | const int root = FindRoot(parent, label); | ||
| 172 |
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744 | if (compacted[static_cast<std::size_t>(root)] == 0) { |
| 173 | 744 | compacted[static_cast<std::size_t>(root)] = next_compact_id++; | |
| 174 | } | ||
| 175 | 744 | compacted[static_cast<std::size_t>(label)] = compacted[static_cast<std::size_t>(root)]; | |
| 176 | } | ||
| 177 | } | ||
| 178 | |||
| 179 | 48 | return compacted; | |
| 180 | } | ||
| 181 | |||
| 182 | } // namespace | ||
| 183 | |||
| 184 |
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48 | MarinLMarkComponentsSTL::MarinLMarkComponentsSTL(const InType &in) { |
| 185 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 186 | GetInput() = in; | ||
| 187 | 48 | } | |
| 188 | |||
| 189 | ✗ | bool MarinLMarkComponentsSTL::IsBinary(const Image &img) { | |
| 190 |
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448 | for (const auto &row : img) { |
| 191 |
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4176 | for (int pixel : row) { |
| 192 |
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3776 | if (pixel != 0 && pixel != 1) { |
| 193 | return false; | ||
| 194 | } | ||
| 195 | } | ||
| 196 | } | ||
| 197 | return true; | ||
| 198 | } | ||
| 199 | |||
| 200 |
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48 | bool MarinLMarkComponentsSTL::ValidationImpl() { |
| 201 | const auto &img = GetInput().binary; | ||
| 202 |
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48 | if (img.empty() || img.front().empty()) { |
| 203 | return false; | ||
| 204 | } | ||
| 205 | |||
| 206 | const std::size_t width = img.front().size(); | ||
| 207 |
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448 | for (const auto &row : img) { |
| 208 |
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400 | if (row.size() != width) { |
| 209 | return false; | ||
| 210 | } | ||
| 211 | } | ||
| 212 | |||
| 213 | return IsBinary(img); | ||
| 214 | } | ||
| 215 | |||
| 216 | 48 | bool MarinLMarkComponentsSTL::PreProcessingImpl() { | |
| 217 |
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48 | const auto &input_binary = GetInput().binary; |
| 218 | 48 | height_ = static_cast<int>(input_binary.size()); | |
| 219 | 48 | width_ = static_cast<int>(input_binary.front().size()); | |
| 220 | |||
| 221 |
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48 | if (height_ <= 0 || width_ <= 0) { |
| 222 | return false; | ||
| 223 | } | ||
| 224 | |||
| 225 | 48 | const std::uint64_t pixels = static_cast<std::uint64_t>(height_) * static_cast<std::uint64_t>(width_); | |
| 226 |
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48 | if (pixels > kMaxPixels) { |
| 227 | return false; | ||
| 228 | } | ||
| 229 | |||
| 230 | 48 | const int requested_threads = std::max(1, ppc::util::GetNumThreads()); | |
| 231 |
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48 | stripe_count_ = std::min(height_, requested_threads * 2); |
| 232 |
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48 | if (stripe_count_ > 0 && height_ / stripe_count_ < kMinRowsPerStripe) { |
| 233 |
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96 | stripe_count_ = std::max(1, height_ / kMinRowsPerStripe); |
| 234 | } | ||
| 235 | 48 | stripe_count_ = std::max(1, stripe_count_); | |
| 236 | |||
| 237 | 48 | stripe_bounds_.assign(static_cast<std::size_t>(stripe_count_) + 1ULL, 0); | |
| 238 |
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144 | for (int stripe = 0; stripe <= stripe_count_; ++stripe) { |
| 239 | 96 | stripe_bounds_[static_cast<std::size_t>(stripe)] = (stripe * height_) / stripe_count_; | |
| 240 | } | ||
| 241 | |||
| 242 | 48 | stripe_base_label_.assign(static_cast<std::size_t>(stripe_count_), 0); | |
| 243 | 48 | stripe_used_label_end_.assign(static_cast<std::size_t>(stripe_count_), 0); | |
| 244 | 48 | total_max_labels_ = 1; | |
| 245 | |||
| 246 |
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96 | for (int stripe = 0; stripe < stripe_count_; ++stripe) { |
| 247 | 48 | stripe_base_label_[static_cast<std::size_t>(stripe)] = total_max_labels_; | |
| 248 | const int stripe_height = | ||
| 249 | 48 | stripe_bounds_[static_cast<std::size_t>(stripe) + 1ULL] - stripe_bounds_[static_cast<std::size_t>(stripe)]; | |
| 250 | 48 | total_max_labels_ += ((stripe_height * width_) / 2) + 1; | |
| 251 | } | ||
| 252 | |||
| 253 | 48 | binary_.assign(static_cast<std::size_t>(pixels), 0); | |
| 254 |
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48 | labels_flat_.assign(static_cast<std::size_t>(pixels), 0); |
| 255 | labels_.clear(); | ||
| 256 | 48 | parent_.assign(static_cast<std::size_t>(total_max_labels_), 0); | |
| 257 | 48 | root_to_compact_.assign(static_cast<std::size_t>(total_max_labels_), 0); | |
| 258 | |||
| 259 | 48 | InitializeParents(parent_, total_max_labels_, requested_threads); | |
| 260 | |||
| 261 |
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48 | ParallelForBlocks(height_, requested_threads, [&](int row_begin, int row_end) { |
| 262 |
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520 | for (int row = row_begin; row < row_end; ++row) { |
| 263 | 400 | const std::size_t row_offset = static_cast<std::size_t>(row) * static_cast<std::size_t>(width_); | |
| 264 |
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4176 | for (int col = 0; col < width_; ++col) { |
| 265 | 3776 | binary_[row_offset + static_cast<std::size_t>(col)] = | |
| 266 | 3776 | static_cast<std::uint8_t>(input_binary[static_cast<std::size_t>(row)][static_cast<std::size_t>(col)]); | |
| 267 | } | ||
| 268 | } | ||
| 269 | 120 | }); | |
| 270 | |||
| 271 | 48 | return true; | |
| 272 | } | ||
| 273 | |||
| 274 | 48 | bool MarinLMarkComponentsSTL::RunImpl() { | |
| 275 |
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48 | if (height_ == 0 || width_ == 0) { |
| 276 | return true; | ||
| 277 | } | ||
| 278 | |||
| 279 | 48 | FirstPassSTL(); | |
| 280 | 48 | MergeStripeBorders(); | |
| 281 | 48 | SecondPassSTL(); | |
| 282 | 48 | return true; | |
| 283 | } | ||
| 284 | |||
| 285 |
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48 | void MarinLMarkComponentsSTL::FirstPassSTL() { |
| 286 | std::ranges::fill(labels_flat_, 0); | ||
| 287 | |||
| 288 |
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48 | ParallelForBlocks(stripe_count_, stripe_count_, [&](int stripe_begin, int stripe_end) { |
| 289 |
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96 | for (int stripe = stripe_begin; stripe < stripe_end; ++stripe) { |
| 290 | 48 | ProcessStripe(binary_, labels_flat_, parent_, stripe_bounds_, stripe_base_label_, stripe_used_label_end_, width_, | |
| 291 | stripe); | ||
| 292 | } | ||
| 293 | 48 | }); | |
| 294 | 48 | } | |
| 295 | |||
| 296 | 48 | void MarinLMarkComponentsSTL::MergeStripeBorders() { | |
| 297 |
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48 | for (int stripe = 0; stripe < stripe_count_ - 1; ++stripe) { |
| 298 | ✗ | const int boundary_row = stripe_bounds_[static_cast<std::size_t>(stripe) + 1ULL]; | |
| 299 | ✗ | const std::size_t top_row_offset = static_cast<std::size_t>(boundary_row - 1) * static_cast<std::size_t>(width_); | |
| 300 | ✗ | const std::size_t bottom_row_offset = static_cast<std::size_t>(boundary_row) * static_cast<std::size_t>(width_); | |
| 301 | |||
| 302 | ✗ | for (int col = 0; col < width_; ++col) { | |
| 303 | ✗ | const std::size_t top_idx = top_row_offset + static_cast<std::size_t>(col); | |
| 304 | ✗ | const std::size_t bottom_idx = bottom_row_offset + static_cast<std::size_t>(col); | |
| 305 | |||
| 306 | ✗ | if (binary_[top_idx] == 1U && binary_[bottom_idx] == 1U) { | |
| 307 | ✗ | UnionLabels(parent_, labels_flat_[top_idx], labels_flat_[bottom_idx]); | |
| 308 | } | ||
| 309 | } | ||
| 310 | } | ||
| 311 | 48 | } | |
| 312 | |||
| 313 | 48 | void MarinLMarkComponentsSTL::SecondPassSTL() { | |
| 314 |
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48 | if (total_max_labels_ <= 1) { |
| 315 | return; | ||
| 316 | } | ||
| 317 | |||
| 318 |
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96 | root_to_compact_ = BuildCompactedLabels(parent_, stripe_base_label_, stripe_used_label_end_); |
| 319 | |||
| 320 |
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96 | ParallelForBlocks(static_cast<int>(labels_flat_.size()), stripe_count_, [&](int pixel_begin, int pixel_end) { |
| 321 |
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3824 | for (int idx = pixel_begin; idx < pixel_end; ++idx) { |
| 322 |
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3776 | const int label = labels_flat_[static_cast<std::size_t>(idx)]; |
| 323 |
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3776 | if (label == 0) { |
| 324 | 2616 | continue; | |
| 325 | } | ||
| 326 | |||
| 327 | 1160 | labels_flat_[static_cast<std::size_t>(idx)] = root_to_compact_[static_cast<std::size_t>(label)]; | |
| 328 | } | ||
| 329 | }); | ||
| 330 | } | ||
| 331 | |||
| 332 | 48 | bool MarinLMarkComponentsSTL::PostProcessingImpl() { | |
| 333 | 48 | ConvertLabelsToOutput(); | |
| 334 | 48 | OutType out; | |
| 335 |
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48 | out.labels = labels_; |
| 336 | GetOutput() = out; | ||
| 337 | 48 | return true; | |
| 338 | } | ||
| 339 | |||
| 340 |
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48 | void MarinLMarkComponentsSTL::ConvertLabelsToOutput() { |
| 341 | labels_.clear(); | ||
| 342 | 48 | labels_.resize(static_cast<std::size_t>(height_)); | |
| 343 | |||
| 344 |
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48 | ParallelForBlocks(height_, stripe_count_, [&](int row_begin, int row_end) { |
| 345 |
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448 | for (int row = row_begin; row < row_end; ++row) { |
| 346 | 400 | labels_[static_cast<std::size_t>(row)].resize(static_cast<std::size_t>(width_)); | |
| 347 | 400 | const std::size_t row_offset = static_cast<std::size_t>(row) * static_cast<std::size_t>(width_); | |
| 348 |
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4176 | for (int col = 0; col < width_; ++col) { |
| 349 | 3776 | labels_[static_cast<std::size_t>(row)][static_cast<std::size_t>(col)] = | |
| 350 | 3776 | labels_flat_[row_offset + static_cast<std::size_t>(col)]; | |
| 351 | } | ||
| 352 | } | ||
| 353 | 48 | }); | |
| 354 | 48 | } | |
| 355 | |||
| 356 | } // namespace marin_l_mark_components | ||
| 357 |