Parker Schuh | 6691f19 | 2017-01-14 17:01:02 -0800 | [diff] [blame] | 1 | #include "aos/vision/blob/contour.h" |
| 2 | |
Stephan Pleines | cc500b9 | 2024-05-30 10:58:40 -0700 | [diff] [blame] | 3 | #include <vector> |
| 4 | |
Stephan Pleines | f63bde8 | 2024-01-13 15:59:33 -0800 | [diff] [blame] | 5 | namespace aos::vision { |
Parker Schuh | 6691f19 | 2017-01-14 17:01:02 -0800 | [diff] [blame] | 6 | |
| 7 | namespace { |
| 8 | // Half-loop of a contour. |
| 9 | // This represents a range-line in a range-image |
| 10 | // at the current sweep of the range image propagation. |
| 11 | struct HalfContour { |
| 12 | // start |
| 13 | ContourNode *st; |
| 14 | // end |
| 15 | ContourNode *ed; |
| 16 | }; |
| 17 | |
| 18 | // The following helper functions handle different cases for extending |
| 19 | // overlapping ranges (from the first line to the next line). |
| 20 | |
| 21 | // Constructs a half-contour for the first line in a range-image. |
| 22 | // This happens for ranges that have no overlaps in the previous line. |
| 23 | // hc.st ----- hc.ed |
| 24 | // This is symmetric to CloseRange. |
| 25 | // stx is start_x; edx is end_x; alloc is the region allocator. |
| 26 | HalfContour FwdRange(int y, int stx, int edx, AnalysisAllocator *alloc) { |
| 27 | ContourNode *st = alloc->cons_obj<ContourNode>(stx, y); |
| 28 | ContourNode *ed = st; |
| 29 | st->next = st; |
| 30 | for (int x = stx + 1; x < edx; x++) { |
| 31 | ed = alloc->cons_obj<ContourNode>(x, y, ed); |
| 32 | } |
| 33 | return HalfContour{st, ed}; |
| 34 | } |
| 35 | |
| 36 | // Connects hc.st to hc.ed assuming intervening range. |
| 37 | // hc.st ----- hc.ed |
| 38 | // This closes out the contour. |
| 39 | void CloseRange(HalfContour hc, AnalysisAllocator *alloc) { |
| 40 | auto p_end = hc.ed; |
| 41 | auto p_cur = hc.st; |
| 42 | while (p_cur->pt.x < p_end->pt.x - 1) { |
| 43 | p_cur = p_cur->append(p_cur->pt.x + 1, p_cur->pt.y, alloc); |
| 44 | } |
| 45 | if (p_end->pt.x == p_cur->pt.x) { |
| 46 | // Remove duplicated pixel for length 1 ranges. |
| 47 | p_cur->next = p_end->next; |
| 48 | } else { |
| 49 | p_cur->next = p_end; |
| 50 | } |
| 51 | } |
| 52 | |
| 53 | // Connects pst to the return value (r). |
| 54 | // pst------ |
| 55 | // r------ |
| 56 | // cst is the x position of r. |
| 57 | ContourNode *ExtendStart(ContourNode *pst, int cst, AnalysisAllocator *alloc) { |
| 58 | while (pst->pt.x < cst) { |
| 59 | pst = pst->append(pst->pt.x + 1, pst->pt.y, alloc); |
| 60 | } |
| 61 | pst = pst->append(pst->pt.x, pst->pt.y + 1, alloc); |
| 62 | while (pst->pt.x > cst) { |
| 63 | pst = pst->append(pst->pt.x - 1, pst->pt.y, alloc); |
| 64 | } |
| 65 | return pst; |
| 66 | } |
| 67 | |
| 68 | // Connects pst to the return value (r) |
| 69 | // ------- pst |
| 70 | // --- r |
| 71 | // cst is the x position of r. |
| 72 | ContourNode *ExtendEnd(ContourNode *pst, int cst, AnalysisAllocator *alloc) { |
| 73 | while (pst->pt.x > cst) { |
| 74 | pst = pst->pappend(pst->pt.x - 1, pst->pt.y, alloc); |
| 75 | } |
| 76 | pst = pst->pappend(pst->pt.x, pst->pt.y + 1, alloc); |
| 77 | while (pst->pt.x < cst) { |
| 78 | pst = pst->pappend(pst->pt.x + 1, pst->pt.y, alloc); |
| 79 | } |
| 80 | return pst; |
| 81 | } |
| 82 | |
| 83 | // Connects concave contour like this: |
| 84 | // |
| 85 | // --pst est-- |
| 86 | // ---------------- |
| 87 | void CapRange(ContourNode *pst, ContourNode *est, AnalysisAllocator *alloc) { |
| 88 | est = est->append(est->pt.x, est->pt.y + 1, alloc); |
| 89 | while (est->pt.x > pst->pt.x) { |
| 90 | est = est->append(est->pt.x - 1, est->pt.y, alloc); |
| 91 | } |
| 92 | est->next = pst; |
| 93 | } |
| 94 | |
| 95 | // Constructs the starting range like so |
| 96 | // Return value (r) |
| 97 | // |
| 98 | // ---------------------- |
| 99 | // ---r.st r.ed---- |
| 100 | HalfContour MakeCavity(int i, int sti, int edi, AnalysisAllocator *alloc) { |
| 101 | ContourNode *st = alloc->cons_obj<ContourNode>(sti, i); |
| 102 | ContourNode *ed = st; |
| 103 | for (int x = sti + 1; x < edi; x++) { |
| 104 | ed = ed->append(x, i, alloc); |
| 105 | } |
| 106 | return HalfContour{st, ed}; |
| 107 | } |
| 108 | } // namespace |
| 109 | |
| 110 | // Sweepline conversion from RangeImage to ContourNode loop. |
| 111 | // Internal cavities are not returned. |
| 112 | ContourNode *RangeImgToContour(const RangeImage &rimg, |
| 113 | AnalysisAllocator *alloc) { |
| 114 | alloc->reset(); |
| 115 | // prev list and current list plst is mutated to include ranges from the |
| 116 | // current line |
| 117 | // becoming clst. |
| 118 | std::vector<HalfContour> clst; |
| 119 | std::vector<HalfContour> plst; |
| 120 | |
| 121 | for (int x = 0; x < static_cast<int>(rimg.ranges()[0].size()); x++) { |
| 122 | ImageRange rng = rimg.ranges()[0][x]; |
| 123 | plst.emplace_back(FwdRange(rimg.min_y(), rng.st, rng.ed, alloc)); |
| 124 | } |
| 125 | |
| 126 | for (int i = 1; i < static_cast<int>(rimg.size()); i++) { |
| 127 | const std::vector<ImageRange> &pranges = rimg.ranges()[i - 1]; |
| 128 | const std::vector<ImageRange> &cranges = rimg.ranges()[i]; |
| 129 | int y = i + rimg.min_y(); |
| 130 | clst.clear(); |
| 131 | // prev merge id and current merge id. |
| 132 | int mp = 0; |
| 133 | int mc = 0; |
| 134 | |
| 135 | // This is a merge-sort of the previous list of ranges and the new-list |
| 136 | // of ranges. The HafContour list above have a one to one mapping with |
| 137 | // the range images here. |
| 138 | while (mp < static_cast<int>(pranges.size()) && |
| 139 | mc < static_cast<int>(cranges.size())) { |
| 140 | ImageRange rprev = pranges[mp]; |
| 141 | ImageRange rcur = cranges[mc]; |
| 142 | if (rcur.last() < rprev.st) { |
| 143 | clst.emplace_back(FwdRange(y, rcur.st, rcur.ed, alloc)); |
| 144 | mc++; |
| 145 | } else if (rprev.last() < rcur.st) { |
| 146 | CloseRange(plst[mp], alloc); |
| 147 | mp++; |
| 148 | } else { |
| 149 | ContourNode *within_pb = plst[mp].ed; |
| 150 | ContourNode *within_ca = ExtendStart(plst[mp].st, rcur.st, alloc); |
| 151 | |
| 152 | while (true) { |
| 153 | if (mp + 1 < static_cast<int>(pranges.size()) && |
| 154 | rcur.last() >= pranges[mp + 1].st) { |
| 155 | mp++; |
| 156 | CapRange(within_pb, plst[mp].st, alloc); |
| 157 | within_pb = plst[mp].ed; |
| 158 | rprev = pranges[mp]; |
| 159 | } else if (mc + 1 < static_cast<int>(cranges.size()) && |
| 160 | rprev.last() >= cranges[mc + 1].st) { |
| 161 | auto cav_t = MakeCavity(y, rcur.last(), cranges[mc + 1].st, alloc); |
| 162 | clst.emplace_back(HalfContour{within_ca, cav_t.st}); |
| 163 | within_ca = cav_t.ed; |
| 164 | mc++; |
| 165 | rcur = cranges[mc]; |
| 166 | } else { |
| 167 | within_pb = ExtendEnd(within_pb, rcur.last(), alloc); |
| 168 | clst.emplace_back(HalfContour{within_ca, within_pb}); |
| 169 | mc++; |
| 170 | mp++; |
| 171 | break; |
| 172 | } |
| 173 | } |
| 174 | } |
| 175 | } |
| 176 | while (mc < static_cast<int>(cranges.size())) { |
| 177 | ImageRange rcur = cranges[mc]; |
| 178 | clst.emplace_back(FwdRange(y, rcur.st, rcur.ed, alloc)); |
| 179 | mc++; |
| 180 | } |
| 181 | |
| 182 | while (mp < static_cast<int>(pranges.size())) { |
| 183 | CloseRange(plst[mp], alloc); |
| 184 | mp++; |
| 185 | } |
| 186 | std::swap(clst, plst); |
| 187 | } |
| 188 | |
| 189 | for (int mp = 0; mp < static_cast<int>(plst.size()); mp++) { |
| 190 | CloseRange(plst[mp], alloc); |
| 191 | } |
| 192 | return plst[0].st; |
| 193 | } |
| 194 | |
Stephan Pleines | f63bde8 | 2024-01-13 15:59:33 -0800 | [diff] [blame] | 195 | } // namespace aos::vision |