Parker Schuh | 2a1447c | 2019-02-17 00:25:29 -0800 | [diff] [blame] | 1 | #include <Eigen/Dense> |
| 2 | #include <iostream> |
| 3 | |
| 4 | #include "y2019/vision/target_finder.h" |
| 5 | |
| 6 | #include "aos/vision/blob/move_scale.h" |
| 7 | #include "aos/vision/blob/stream_view.h" |
| 8 | #include "aos/vision/blob/transpose.h" |
| 9 | #include "aos/vision/debug/debug_framework.h" |
| 10 | #include "aos/vision/math/vector.h" |
| 11 | |
| 12 | using aos::vision::ImageRange; |
| 13 | using aos::vision::ImageFormat; |
| 14 | using aos::vision::RangeImage; |
| 15 | using aos::vision::AnalysisAllocator; |
| 16 | using aos::vision::BlobList; |
| 17 | using aos::vision::Vector; |
| 18 | using aos::vision::Segment; |
| 19 | using aos::vision::PixelRef; |
| 20 | |
| 21 | namespace y2019 { |
| 22 | namespace vision { |
| 23 | |
| 24 | std::vector<PixelRef> GetNColors(size_t num_colors) { |
| 25 | std::vector<PixelRef> colors; |
| 26 | for (size_t i = 0; i < num_colors; ++i) { |
| 27 | int quadrent = i * 6 / num_colors; |
| 28 | uint8_t alpha = (256 * 6 * i - quadrent * num_colors * 256) / num_colors; |
| 29 | uint8_t inv_alpha = 255 - alpha; |
| 30 | switch (quadrent) { |
| 31 | case 0: |
| 32 | colors.push_back(PixelRef{255, alpha, 0}); |
| 33 | break; |
| 34 | case 1: |
| 35 | colors.push_back(PixelRef{inv_alpha, 255, 0}); |
| 36 | break; |
| 37 | case 2: |
| 38 | colors.push_back(PixelRef{0, 255, alpha}); |
| 39 | break; |
| 40 | case 3: |
| 41 | colors.push_back(PixelRef{0, inv_alpha, 255}); |
| 42 | break; |
| 43 | case 4: |
| 44 | colors.push_back(PixelRef{alpha, 0, 255}); |
| 45 | break; |
| 46 | case 5: |
| 47 | colors.push_back(PixelRef{255, 0, inv_alpha}); |
| 48 | break; |
| 49 | } |
| 50 | } |
| 51 | return colors; |
| 52 | } |
| 53 | |
| 54 | class FilterHarness : public aos::vision::FilterHarness { |
| 55 | public: |
| 56 | aos::vision::RangeImage Threshold(aos::vision::ImagePtr image) override { |
| 57 | return finder_.Threshold(image); |
| 58 | } |
| 59 | |
| 60 | void InstallViewer(aos::vision::BlobStreamViewer *viewer) override { |
| 61 | viewer_ = viewer; |
| 62 | viewer_->SetScale(0.75); |
| 63 | overlays_.push_back(&overlay_); |
| 64 | overlays_.push_back(finder_.GetOverlay()); |
| 65 | viewer_->view()->SetOverlays(&overlays_); |
| 66 | } |
| 67 | |
| 68 | void DrawBlob(const RangeImage &blob, PixelRef color) { |
| 69 | if (viewer_) { |
| 70 | BlobList list; |
| 71 | list.push_back(blob); |
| 72 | viewer_->DrawBlobList(list, color); |
| 73 | } |
| 74 | } |
| 75 | |
| 76 | bool HandleBlobs(BlobList imgs, ImageFormat fmt) override { |
| 77 | imgs_last_ = imgs; |
| 78 | fmt_last_ = fmt; |
| 79 | // reset for next drawing cycle |
| 80 | for (auto &overlay : overlays_) { |
| 81 | overlay->Reset(); |
| 82 | } |
| 83 | |
| 84 | if (draw_select_blob_ || draw_raw_poly_ || draw_components_ || |
| 85 | draw_raw_target_ || draw_raw_IR_ || draw_results_) { |
| 86 | printf("_____ New Image _____\n"); |
| 87 | } |
| 88 | |
| 89 | // Remove bad blobs. |
| 90 | finder_.PreFilter(&imgs); |
| 91 | |
| 92 | // Find polygons from blobs. |
| 93 | std::vector<std::vector<Segment<2>>> raw_polys; |
| 94 | for (const RangeImage &blob : imgs) { |
Ben Fredrickson | f7b6852 | 2019-03-02 21:19:42 -0800 | [diff] [blame^] | 95 | // Convert blobs to contours in the corrected space. |
| 96 | ContourNode* contour = finder_.GetContour(blob); |
| 97 | if (draw_contours_) { |
| 98 | DrawContour(contour, {255, 0, 0}); |
| 99 | } |
| 100 | finder_.UnWarpContour(contour); |
| 101 | if (draw_contours_) { |
| 102 | DrawContour(contour, {0, 0, 255}); |
| 103 | } |
| 104 | |
| 105 | // Process to polygons. |
Parker Schuh | 2a1447c | 2019-02-17 00:25:29 -0800 | [diff] [blame] | 106 | std::vector<Segment<2>> polygon = |
Ben Fredrickson | f7b6852 | 2019-03-02 21:19:42 -0800 | [diff] [blame^] | 107 | finder_.FillPolygon(contour, draw_raw_poly_); |
Parker Schuh | 2a1447c | 2019-02-17 00:25:29 -0800 | [diff] [blame] | 108 | if (polygon.empty()) { |
Ben Fredrickson | f7b6852 | 2019-03-02 21:19:42 -0800 | [diff] [blame^] | 109 | if (!draw_contours_) { |
| 110 | DrawBlob(blob, {255, 0, 0}); |
| 111 | } |
Parker Schuh | 2a1447c | 2019-02-17 00:25:29 -0800 | [diff] [blame] | 112 | } else { |
| 113 | raw_polys.push_back(polygon); |
| 114 | if (draw_select_blob_) { |
| 115 | DrawBlob(blob, {0, 0, 255}); |
| 116 | } |
| 117 | if (draw_raw_poly_) { |
| 118 | std::vector<PixelRef> colors = GetNColors(polygon.size()); |
| 119 | std::vector<Vector<2>> corners; |
| 120 | for (size_t i = 0; i < 4; ++i) { |
| 121 | corners.push_back(polygon[i].Intersect(polygon[(i + 1) % 4])); |
| 122 | } |
| 123 | |
| 124 | for (size_t i = 0; i < 4; ++i) { |
| 125 | overlay_.AddLine(corners[i], corners[(i + 1) % 4], colors[i]); |
| 126 | } |
| 127 | } |
| 128 | } |
| 129 | } |
| 130 | |
| 131 | // Calculate each component side of a possible target. |
| 132 | std::vector<TargetComponent> target_component_list = |
| 133 | finder_.FillTargetComponentList(raw_polys); |
| 134 | if (draw_components_) { |
| 135 | for (const TargetComponent &comp : target_component_list) { |
| 136 | DrawComponent(comp, {0, 255, 255}, {0, 255, 255}, {255, 0, 0}, |
| 137 | {0, 0, 255}); |
| 138 | } |
| 139 | } |
| 140 | |
| 141 | // Put the compenents together into targets. |
| 142 | std::vector<Target> target_list = finder_.FindTargetsFromComponents( |
| 143 | target_component_list, draw_raw_target_); |
| 144 | if (draw_raw_target_) { |
| 145 | for (const Target &target : target_list) { |
| 146 | DrawTarget(target); |
| 147 | } |
| 148 | } |
| 149 | |
| 150 | // Use the solver to generate an intermediate version of our results. |
| 151 | std::vector<IntermediateResult> results; |
| 152 | for (const Target &target : target_list) { |
| 153 | results.emplace_back(finder_.ProcessTargetToResult(target, true)); |
| 154 | if (draw_raw_IR_) DrawResult(results.back(), {255, 128, 0}); |
| 155 | } |
| 156 | |
| 157 | // Check that our current results match possible solutions. |
| 158 | results = finder_.FilterResults(results); |
| 159 | if (draw_results_) { |
| 160 | for (const IntermediateResult &res : results) { |
| 161 | DrawResult(res, {0, 255, 0}); |
| 162 | DrawTarget(res, {0, 255, 0}); |
| 163 | } |
| 164 | } |
| 165 | |
| 166 | // If the target list is not empty then we found a target. |
| 167 | return !results.empty(); |
| 168 | } |
| 169 | |
| 170 | std::function<void(uint32_t)> RegisterKeyPress() override { |
| 171 | return [this](uint32_t key) { |
| 172 | (void)key; |
| 173 | if (key == 'z') { |
| 174 | draw_results_ = !draw_results_; |
| 175 | } else if (key == 'x') { |
| 176 | draw_raw_IR_ = !draw_raw_IR_; |
| 177 | } else if (key == 'c') { |
| 178 | draw_raw_target_ = !draw_raw_target_; |
| 179 | } else if (key == 'v') { |
| 180 | draw_components_ = !draw_components_; |
| 181 | } else if (key == 'b') { |
| 182 | draw_raw_poly_ = !draw_raw_poly_; |
| 183 | } else if (key == 'n') { |
Ben Fredrickson | f7b6852 | 2019-03-02 21:19:42 -0800 | [diff] [blame^] | 184 | draw_contours_ = !draw_contours_; |
| 185 | } else if (key == 'm') { |
Parker Schuh | 2a1447c | 2019-02-17 00:25:29 -0800 | [diff] [blame] | 186 | draw_select_blob_ = !draw_select_blob_; |
Ben Fredrickson | f7b6852 | 2019-03-02 21:19:42 -0800 | [diff] [blame^] | 187 | } else if (key == 'h') { |
| 188 | printf("Key Mappings:\n"); |
| 189 | printf(" z: Toggle drawing final target pose.\n"); |
| 190 | printf(" x: Toggle drawing re-projected targets and print solver results.\n"); |
| 191 | printf(" c: Toggle drawing proposed target groupings.\n"); |
| 192 | printf(" v: Toggle drawing ordered target components.\n"); |
| 193 | printf(" b: Toggle drawing proposed target components.\n"); |
| 194 | printf(" n: Toggle drawing countours before and after warping.\n"); |
| 195 | printf(" m: Toggle drawing raw blob data (may need to change image to toggle a redraw).\n"); |
| 196 | printf(" h: Print this message.\n"); |
| 197 | printf(" q: Exit the application.\n"); |
Parker Schuh | 2a1447c | 2019-02-17 00:25:29 -0800 | [diff] [blame] | 198 | } else if (key == 'q') { |
| 199 | printf("User requested shutdown.\n"); |
| 200 | exit(0); |
| 201 | } |
| 202 | HandleBlobs(imgs_last_, fmt_last_); |
| 203 | viewer_->Redraw(); |
| 204 | }; |
| 205 | } |
| 206 | |
Ben Fredrickson | f7b6852 | 2019-03-02 21:19:42 -0800 | [diff] [blame^] | 207 | void DrawContour(ContourNode *contour, PixelRef color) { |
| 208 | if (viewer_) { |
| 209 | for (ContourNode *node = contour; node->next != contour;) { |
| 210 | Vector<2> a(node->pt.x, node->pt.y); |
| 211 | Vector<2> b(node->next->pt.x, node->next->pt.y); |
| 212 | overlay_.AddLine(a, b, color); |
| 213 | node = node->next; |
| 214 | } |
| 215 | } |
| 216 | } |
| 217 | |
Parker Schuh | 2a1447c | 2019-02-17 00:25:29 -0800 | [diff] [blame] | 218 | void DrawComponent(const TargetComponent &comp, PixelRef top_color, |
| 219 | PixelRef bot_color, PixelRef in_color, |
| 220 | PixelRef out_color) { |
| 221 | overlay_.AddLine(comp.top, comp.inside, top_color); |
| 222 | overlay_.AddLine(comp.bottom, comp.outside, bot_color); |
| 223 | |
| 224 | overlay_.AddLine(comp.bottom, comp.inside, in_color); |
| 225 | overlay_.AddLine(comp.top, comp.outside, out_color); |
| 226 | } |
| 227 | |
| 228 | void DrawTarget(const Target &target) { |
| 229 | Vector<2> leftTop = (target.left.top + target.left.inside) * 0.5; |
| 230 | Vector<2> rightTop = (target.right.top + target.right.inside) * 0.5; |
| 231 | overlay_.AddLine(leftTop, rightTop, {255, 215, 0}); |
| 232 | |
| 233 | Vector<2> leftBot = (target.left.bottom + target.left.outside) * 0.5; |
| 234 | Vector<2> rightBot = (target.right.bottom + target.right.outside) * 0.5; |
| 235 | overlay_.AddLine(leftBot, rightBot, {255, 215, 0}); |
| 236 | |
| 237 | overlay_.AddLine(leftTop, leftBot, {255, 215, 0}); |
| 238 | overlay_.AddLine(rightTop, rightBot, {255, 215, 0}); |
| 239 | } |
| 240 | |
| 241 | void DrawResult(const IntermediateResult &result, PixelRef color) { |
| 242 | Target target = |
| 243 | Project(finder_.GetTemplateTarget(), intrinsics(), result.extrinsics); |
| 244 | DrawComponent(target.left, color, color, color, color); |
| 245 | DrawComponent(target.right, color, color, color, color); |
| 246 | } |
| 247 | |
| 248 | void DrawTarget(const IntermediateResult &result, PixelRef color) { |
| 249 | Target target = |
| 250 | Project(finder_.GetTemplateTarget(), intrinsics(), result.extrinsics); |
| 251 | Segment<2> leftAx((target.left.top + target.left.inside) * 0.5, |
| 252 | (target.left.bottom + target.left.outside) * 0.5); |
| 253 | leftAx.Set(leftAx.A() * 0.9 + leftAx.B() * 0.1, |
| 254 | leftAx.B() * 0.9 + leftAx.A() * 0.1); |
| 255 | overlay_.AddLine(leftAx, color); |
| 256 | |
| 257 | Segment<2> rightAx((target.right.top + target.right.inside) * 0.5, |
| 258 | (target.right.bottom + target.right.outside) * 0.5); |
| 259 | rightAx.Set(rightAx.A() * 0.9 + rightAx.B() * 0.1, |
| 260 | rightAx.B() * 0.9 + rightAx.A() * 0.1); |
| 261 | overlay_.AddLine(rightAx, color); |
| 262 | |
| 263 | overlay_.AddLine(leftAx.A(), rightAx.A(), color); |
| 264 | overlay_.AddLine(leftAx.B(), rightAx.B(), color); |
| 265 | Vector<3> p1(0.0, 0.0, 100.0); |
| 266 | |
| 267 | Vector<3> p2 = |
| 268 | Rotate(intrinsics().mount_angle, result.extrinsics.r1, 0.0, p1); |
| 269 | Vector<2> p3(p2.x(), p2.y()); |
| 270 | overlay_.AddLine(leftAx.A(), p3 + leftAx.A(), {0, 255, 0}); |
| 271 | overlay_.AddLine(leftAx.B(), p3 + leftAx.B(), {0, 255, 0}); |
| 272 | overlay_.AddLine(rightAx.A(), p3 + rightAx.A(), {0, 255, 0}); |
| 273 | overlay_.AddLine(rightAx.B(), p3 + rightAx.B(), {0, 255, 0}); |
| 274 | |
| 275 | overlay_.AddLine(p3 + leftAx.A(), p3 + leftAx.B(), {0, 255, 0}); |
| 276 | overlay_.AddLine(p3 + leftAx.A(), p3 + rightAx.A(), {0, 255, 0}); |
| 277 | overlay_.AddLine(p3 + rightAx.A(), p3 + rightAx.B(), {0, 255, 0}); |
| 278 | overlay_.AddLine(p3 + leftAx.B(), p3 + rightAx.B(), {0, 255, 0}); |
| 279 | } |
| 280 | |
| 281 | const IntrinsicParams &intrinsics() const { return finder_.intrinsics(); } |
| 282 | |
| 283 | private: |
| 284 | // implementation of the filter pipeline. |
| 285 | TargetFinder finder_; |
| 286 | aos::vision::BlobStreamViewer *viewer_ = nullptr; |
| 287 | aos::vision::PixelLinesOverlay overlay_; |
| 288 | std::vector<aos::vision::OverlayBase *> overlays_; |
| 289 | BlobList imgs_last_; |
| 290 | ImageFormat fmt_last_; |
| 291 | bool draw_select_blob_ = false; |
Ben Fredrickson | f7b6852 | 2019-03-02 21:19:42 -0800 | [diff] [blame^] | 292 | bool draw_contours_ = false; |
Parker Schuh | 2a1447c | 2019-02-17 00:25:29 -0800 | [diff] [blame] | 293 | bool draw_raw_poly_ = false; |
| 294 | bool draw_components_ = false; |
| 295 | bool draw_raw_target_ = false; |
| 296 | bool draw_raw_IR_ = false; |
| 297 | bool draw_results_ = true; |
| 298 | }; |
| 299 | |
| 300 | } // namespace vision |
| 301 | } // namespace y2017 |
| 302 | |
| 303 | int main(int argc, char **argv) { |
| 304 | y2019::vision::FilterHarness filter_harness; |
| 305 | aos::vision::DebugFrameworkMain(argc, argv, &filter_harness, |
| 306 | aos::vision::CameraParams()); |
| 307 | } |