private static DGraph2 CreateMinGraph(DGraph2 input, int NV, out Dictionary <int, List <int> > minEdgePaths, out DVector <double> edgeWeights) { /* * OK, as input we have a graph of our original polygon and a bunch of inserted * segments ("spans"). Orig polygon segments have gid < 0, and span segments >= 0. * However between polygon/span junctions, we have an arbitrary # of polygon edges. * So first step is to simplify these to single-edge "connectors", in new graph MinGraph. * the [connector-edge, path] mappings (if pathlen > 1) are stored in MinEdgePaths * We also store a weight for each connector edge in EdgeWeights (just distance for now) */ var minGraph = new DGraph2(); minEdgePaths = new Dictionary <int, List <int> >(); edgeWeights = new DVector <double>(); edgeWeights.resize(NV); BitArray done_edge = new BitArray(input.MaxEdgeID); // we should see each edge twice, this avoids repetition // vertex map from input graph to MinGraph int[] MapV = new int[NV]; for (int i = 0; i < NV; ++i) { MapV[i] = -1; } for (int a = 0; a < NV; ++a) { if (input.IsVertex(a) == false || input.IsJunctionVertex(a) == false) { continue; } if (MapV[a] == -1) { MapV[a] = minGraph.AppendVertex(input.GetVertex(a)); } foreach (int eid in input.VtxEdgesItr(a)) { if (done_edge[eid]) { continue; } Index2i ev = input.GetEdgeV(eid); int b = (ev.a == a) ? ev.b : ev.a; if (input.IsJunctionVertex(b)) { // if we have junction/juntion connection, we can just copy this edge to MinGraph if (MapV[b] == -1) { MapV[b] = minGraph.AppendVertex(input.GetVertex(b)); } int gid = input.GetEdgeGroup(eid); int existing = minGraph.FindEdge(MapV[a], MapV[b]); if (existing == DMesh3.InvalidID) { int new_eid = minGraph.AppendEdge(MapV[a], MapV[b], gid); double path_len = input.GetEdgeSegment(eid).Length; edgeWeights.insertAt(path_len, new_eid); } else { // we may have inserted this edge already in the simplify branch, this happens eg at the // edge of a circle where the minimal path is between the same vertices as the segment. // But if this is also a fill edge, we want to treat it that way (determind via positive gid) if (gid >= 0) { minGraph.SetEdgeGroup(existing, gid); } } } else { // not a junction - walk until we find other vtx, and add single edge to MinGraph List <int> path = DGraph2Util.WalkToNextNonRegularVtx(input, a, eid); if (path == null || path.Count < 2) { throw new Exception("build_min_graph: invalid walk!"); } int c = path[path.Count - 1]; // it is somehow possible to get loops... if (c == a) { goto skip_this_edge; } if (MapV[c] == -1) { MapV[c] = minGraph.AppendVertex(input.GetVertex(c)); } if (minGraph.FindEdge(MapV[a], MapV[c]) == DMesh3.InvalidID) { int new_eid = minGraph.AppendEdge(MapV[a], MapV[c], -2); path.Add(MapV[a]); path.Add(MapV[c]); minEdgePaths[new_eid] = path; double path_len = DGraph2Util.PathLength(input, path); edgeWeights.insertAt(path_len, new_eid); } } skip_this_edge: done_edge[eid] = true; } } return(minGraph); }
private void FilterSelfOverlaps(double overlapRadius, bool bResample = true) { // [RMS] this tolerance business is not workign properly right now. The problem is // that decimator loses corners! // To simplify the computation we are going to resample the curve so that no adjacent // are within a given distance. Then we can use distance-to-segments, with the two adjacent // segments filtered out, to measure self-distance double dist_thresh = overlapRadius; double sharp_thresh_deg = 45; //Profiler.Start("InitialResample"); // resample graph. the degenerate-edge thing is necessary to // filter out tiny segments that are functionally sharp corners, // but geometrically are made of multiple angles < threshold // (maybe there is a better way to do this?) DGraph2Resampler r = new DGraph2Resampler(Graph); r.CollapseDegenerateEdges(overlapRadius / 10); if (bResample) { r.SplitToMaxEdgeLength(overlapRadius / 2); r.CollapseToMinEdgeLength(overlapRadius / 3); } r.CollapseDegenerateEdges(overlapRadius / 10); //Profiler.StopAndAccumulate("InitialResample"); //Profiler.Start("SharpCorners"); // find sharp corners List <int> sharp_corners = new List <int>(); foreach (int vid in Graph.VertexIndices()) { if (is_fixed_v(vid)) { continue; } double open_angle = Graph.OpeningAngle(vid); if (open_angle < sharp_thresh_deg) { sharp_corners.Add(vid); } } // disconnect at sharp corners foreach (int vid in sharp_corners) { if (Graph.IsVertex(vid) == false) { continue; } int e0 = Graph.GetVtxEdges(vid)[0]; Index2i ev = Graph.GetEdgeV(e0); int otherv = (ev.a == vid) ? ev.b : ev.a; Vector2d newpos = Graph.GetVertex(vid); //0.5 * (Graph.GetVertex(vid) + Graph.GetVertex(otherv)); Graph.RemoveEdge(e0, false); int newvid = Graph.AppendVertex(newpos); Graph.AppendEdge(newvid, otherv); } //Profiler.StopAndAccumulate("SharpCorners"); //Profiler.Start("HashTable"); // build edge hash table (cell size is just a ballpark guess here...) edge_hash = new SegmentHashGrid2d <int>(3 * overlapRadius, -1); foreach (int eid in Graph.EdgeIndices()) { Segment2d seg = Graph.GetEdgeSegment(eid); edge_hash.InsertSegment(eid, seg.Center, seg.Extent); } if (CollisionGraph.EdgeCount > 0) { collision_edge_hash = new SegmentHashGrid2d <int>(3 * CollisionRadius, -1); foreach (int eid in CollisionGraph.EdgeIndices()) { Segment2d seg = CollisionGraph.GetEdgeSegment(eid); collision_edge_hash.InsertSegment(eid, seg.Center, seg.Extent); } } //Profiler.StopAndAccumulate("HashTable"); //Profiler.Start("Erode1"); // Step 1: erode from boundary vertices List <int> boundaries = new List <int>(); foreach (int vid in Graph.VertexIndices()) { if (Graph.GetVtxEdgeCount(vid) == 1) { boundaries.Add(vid); } } foreach (int vid in boundaries) { if (Graph.IsVertex(vid) == false) { continue; } double dist = MinSelfSegDistance(vid, 2 * dist_thresh); double collision_dist = MinCollisionConstraintDistance(vid, CollisionRadius); if (dist < dist_thresh || collision_dist < CollisionRadius) { int eid = Graph.GetVtxEdges(vid)[0]; decimate_forward(vid, eid, dist_thresh); } } //Profiler.StopAndAccumulate("Erode1"); //Profiler.Start("OpenAngleSort"); // // Step 2: find any other possible self-overlaps and erode them. // // sort all vertices by opening angle. For any overlap, we can erode // on either side. Prefer to erode on side with higher curvature. List <Vector2d> remaining_v = new List <Vector2d>(Graph.MaxVertexID); foreach (int vid in Graph.VertexIndices()) { if (is_fixed_v(vid)) { continue; } double open_angle = Graph.OpeningAngle(vid); if (open_angle == double.MaxValue) { continue; } remaining_v.Add(new Vector2d(vid, open_angle)); } remaining_v.Sort((a, b) => { return((a.y < b.y) ? -1 : (a.y > b.y ? 1 : 0)); }); //Profiler.StopAndAccumulate("OpenAngleSort"); //Profiler.Start("Erode2"); // look for overlap vertices. When we find one, erode on both sides. foreach (Vector2d vinfo in remaining_v) { int vid = (int)vinfo.x; if (Graph.IsVertex(vid) == false) { continue; } double dist = MinSelfSegDistance(vid, 2 * dist_thresh); if (dist < dist_thresh) { List <int> nbrs = new List <int>(Graph.GetVtxEdges(vid)); foreach (int eid in nbrs) { if (Graph.IsEdge(eid)) // may have been decimated! { decimate_forward(vid, eid, dist_thresh); } } } } //Profiler.StopAndAccumulate("Erode2"); //Profiler.Start("FlatCollapse"); // get rid of extra vertices r.CollapseFlatVertices(FinalFlatCollapseAngleThreshDeg); //Profiler.StopAndAccumulate("FlatCollapse"); }
private DGraph2 CreatePathGraph(DGraph2 input, DGraph2 minGraph, Dictionary <int, List <int> > MinEdgePaths, DVector <double> EdgeWeights) { // [TODO] filter MinGraph to remove invalid connectors // - can a connector between two connectors happen? that would be bad. // - connector that is too close to paths should be ignored (ie avoid collisions) /* * Now that we have MinGraph, we can easily walk between the spans because * they are connected by at most one edge. To find a sequence of spans, we * pick one to start, then walk along connectors, discarding as we go, * so that we don't pass through these vertices again. Repeat until * there are no remaining spans. */ // [TODO] // do we actually have to delete from MinGraph? this prevents us from doing // certain things, like trying different options. Maybe could use a hash for // remaining vertices and edges instead? var pathGraph = new DGraph2(); var sortAxis = Vector2d.FromAngleDeg(AngleDeg).Perp; while (true) { // find most extreme edge to start at // [TODO] could use segment gid here as we set them based on insertion span! // [TODO] could use a smarter metric? like, closest to previous last endpoint? Using // extrema like this tends to produce longest spans, though... double min_dot = double.MaxValue; int start_eid = -1; foreach (int eid in minGraph.EdgeIndices()) { Index3i evg = minGraph.GetEdge(eid); if (evg.c >= 0) { double dot = minGraph.GetVertex(evg.a).Dot(sortAxis); if (dot < min_dot) { min_dot = dot; start_eid = eid; } } } if (start_eid == -1) { break; // if we could not find a start edge, we must be done! } // ok now walk forward through connectors and spans. We do this in // connector/span pairs - we are always at an end-of-span point, and // we pick a next-connector and then a next-span. // We need to keep track of vertices in both the pathgraph and mingraph, // these are the "new" and "old" vertices Index3i start_evg = minGraph.GetEdge(start_eid); int new_start = pathGraph.AppendVertex(minGraph.GetVertex(start_evg.a)); int new_prev = pathGraph.AppendVertex(minGraph.GetVertex(start_evg.b)); int old_prev = start_evg.b; pathGraph.AppendEdge(new_start, new_prev, start_evg.c); minGraph.RemoveVertex(start_evg.a, true); while (true) { // choose next connector edge, outgoing from current vtx int connector_e = -1; foreach (int eid in minGraph.VtxEdgesItr(old_prev)) { Index3i evg = minGraph.GetEdge(eid); if (evg.c >= 0) { continue; // what?? } if (connector_e == -1 || EdgeWeights[connector_e] > EdgeWeights[eid]) { connector_e = eid; } } if (connector_e == -1) { break; } // find the vertex at end of connector Index3i conn_evg = minGraph.GetEdge(connector_e); int old_conn_v = (conn_evg.a == old_prev) ? conn_evg.b : conn_evg.a; // can never look at prev vertex again, or any edges connected to it // [TODO] are we sure none of these edges are unused spans?!? minGraph.RemoveVertex(old_prev, true); // now find outgoing span edge int span_e = -1; foreach (int eid in minGraph.VtxEdgesItr(old_conn_v)) { Index3i evg = minGraph.GetEdge(eid); if (evg.c >= 0) { span_e = eid; break; } } if (span_e == -1) { break; // disaster! } // find vertex at far end of span Index3i span_evg = minGraph.GetEdge(span_e); int old_span_v = (span_evg.a == old_conn_v) ? span_evg.b : span_evg.a; // ok we want to insert the connectr to the path graph, however the // connector might actually have come from a more complex path in the input graph. int new_conn_next; if (MinEdgePaths.ContainsKey(connector_e)) { // complex path case. Note that the order [old_prev, old_conn_v] may be the opposite // of the order in the pathv. But above, we appended the [a,b] edge order to the pathv. // So we can check if we need to flip, but this means we need to be a bit clever w/ indices... List <int> pathv = MinEdgePaths[connector_e]; int N = pathv.Count; int path_prev = new_prev; int k = 1; if (pathv[N - 2] != old_prev) { // case where order flipped pathv.Reverse(); k = 3; } else { N = N - 2; } while (k < N) { int path_next = pathGraph.AppendVertex(input.GetVertex(pathv[k])); pathGraph.AppendEdge(path_prev, path_next); path_prev = path_next; k++; } new_conn_next = path_prev; } else { new_conn_next = pathGraph.AppendVertex(minGraph.GetVertex(old_conn_v)); pathGraph.AppendEdge(new_prev, new_conn_next, conn_evg.c); } // add span to path int new_fill_next = pathGraph.AppendVertex(minGraph.GetVertex(old_span_v)); pathGraph.AppendEdge(new_conn_next, new_fill_next, span_evg.c); // remove the connector vertex minGraph.RemoveVertex(old_conn_v, true); // next iter starts at far end of span new_prev = new_fill_next; old_prev = old_span_v; } sortAxis = -sortAxis; } return(pathGraph); }
/// <summary> /// Assumption is that input graph is a polygon with inserted ray-spans. We want to /// find a set of paths (ie no junctions) that cover all the spans, and travel between /// adjacent spans along edges of the input polygon. /// </summary> protected DGraph2 BuildPathGraph(DGraph2 input) { int NV = input.MaxVertexID; /* * OK, as input we have a graph of our original polygon and a bunch of inserted * segments ("spans"). Orig polygon segments have gid < 0, and span segments >= 0. * However between polygon/span junctions, we have an arbitrary # of polygon edges. * So first step is to simplify these to single-edge "connectors", in new graph MinGraph. * the [connector-edge, path] mappings (if pathlen > 1) are stored in MinEdgePaths * We also store a weight for each connector edge in EdgeWeights (just distance for now) */ DGraph2 MinGraph = new DGraph2(); Dictionary <int, List <int> > MinEdgePaths = new Dictionary <int, List <int> >(); DVector <double> EdgeWeights = new DVector <double>(); EdgeWeights.resize(NV); BitArray done_edge = new BitArray(input.MaxEdgeID); // we should see each edge twice, this avoids repetition // vertex map from input graph to MinGraph int[] MapV = new int[NV]; for (int i = 0; i < NV; ++i) { MapV[i] = -1; } for (int a = 0; a < NV; ++a) { if (input.IsVertex(a) == false || input.IsJunctionVertex(a) == false) { continue; } if (MapV[a] == -1) { MapV[a] = MinGraph.AppendVertex(input.GetVertex(a)); } foreach (int eid in input.VtxEdgesItr(a)) { if (done_edge[eid]) { continue; } Index2i ev = input.GetEdgeV(eid); int b = (ev.a == a) ? ev.b : ev.a; if (input.IsJunctionVertex(b)) { // if we have junction/juntion connection, we can just copy this edge to MinGraph if (MapV[b] == -1) { MapV[b] = MinGraph.AppendVertex(input.GetVertex(b)); } int gid = input.GetEdgeGroup(eid); int existing = MinGraph.FindEdge(MapV[a], MapV[b]); if (existing == DMesh3.InvalidID) { int new_eid = MinGraph.AppendEdge(MapV[a], MapV[b], gid); double path_len = input.GetEdgeSegment(eid).Length; EdgeWeights.insertAt(path_len, new_eid); } else { // we may have inserted this edge already in the simplify branch, this happens eg at the // edge of a circle where the minimal path is between the same vertices as the segment. // But if this is also a fill edge, we want to treat it that way (determind via positive gid) if (gid >= 0) { MinGraph.SetEdgeGroup(existing, gid); } } } else { // not a junction - walk until we find other vtx, and add single edge to MinGraph List <int> path = DGraph2Util.WalkToNextNonRegularVtx(input, a, eid); if (path == null || path.Count < 2) { throw new Exception("build_min_graph: invalid walk!"); } int c = path[path.Count - 1]; // it is somehow possible to get loops... if (c == a) { goto skip_this_edge; } if (MapV[c] == -1) { MapV[c] = MinGraph.AppendVertex(input.GetVertex(c)); } if (MinGraph.FindEdge(MapV[a], MapV[c]) == DMesh3.InvalidID) { int new_eid = MinGraph.AppendEdge(MapV[a], MapV[c], -2); path.Add(MapV[a]); path.Add(MapV[c]); MinEdgePaths[new_eid] = path; double path_len = DGraph2Util.PathLength(input, path); EdgeWeights.insertAt(path_len, new_eid); } } skip_this_edge: done_edge[eid] = true; } } // [TODO] filter MinGraph to remove invalid connectors // - can a connector between two connectors happen? that would be bad. /// - connector that is too close to paths should be ignored (ie avoid collisions) /* * Now that we have MinGraph, we can easily walk between the spans because * they are connected by at most one edge. To find a sequence of spans, we * pick one to start, then walk along connectors, discarding as we go, * so that we don't pass through these vertices again. Repeat until * there are no remaining spans. */ // [TODO] // do we actually have to delete from MinGraph? this prevents us from doing // certain things, like trying different options. Maybe could use a hash for // remaining vertices and edges instead? DGraph2 PathGraph = new DGraph2(); Vector2d sortAxis = Vector2d.FromAngleDeg(AngleDeg).Perp; while (true) { // find most extreme edge to start at // [TODO] could use segment gid here as we set them based on insertion span! // [TODO] could use a smarter metric? like, closest to previous last endpoint? Using // extrema like this tends to produce longest spans, though... double min_dot = double.MaxValue; int start_eid = -1; foreach (int eid in MinGraph.EdgeIndices()) { Index3i evg = MinGraph.GetEdge(eid); if (evg.c >= 0) { double dot = MinGraph.GetVertex(evg.a).Dot(sortAxis); if (dot < min_dot) { min_dot = dot; start_eid = eid; } } } if (start_eid == -1) { break; // if we could not find a start edge, we must be done! } // ok now walk forward through connectors and spans. We do this in // connector/span pairs - we are always at an end-of-span point, and // we pick a next-connector and then a next-span. // We need to keep track of vertices in both the pathgraph and mingraph, // these are the "new" and "old" vertices Index3i start_evg = MinGraph.GetEdge(start_eid); int new_start = PathGraph.AppendVertex(MinGraph.GetVertex(start_evg.a)); int new_prev = PathGraph.AppendVertex(MinGraph.GetVertex(start_evg.b)); int old_prev = start_evg.b; PathGraph.AppendEdge(new_start, new_prev, start_evg.c); MinGraph.RemoveVertex(start_evg.a, true); while (true) { // choose next connector edge, outgoing from current vtx int connector_e = -1; foreach (int eid in MinGraph.VtxEdgesItr(old_prev)) { Index3i evg = MinGraph.GetEdge(eid); if (evg.c >= 0) { continue; // what?? } if (connector_e == -1 || EdgeWeights[connector_e] > EdgeWeights[eid]) { connector_e = eid; } } if (connector_e == -1) { break; } // find the vertex at end of connector Index3i conn_evg = MinGraph.GetEdge(connector_e); int old_conn_v = (conn_evg.a == old_prev) ? conn_evg.b : conn_evg.a; // can never look at prev vertex again, or any edges connected to it // [TODO] are we sure none of these edges are unused spans?!? MinGraph.RemoveVertex(old_prev, true); // now find outgoing span edge int span_e = -1; foreach (int eid in MinGraph.VtxEdgesItr(old_conn_v)) { Index3i evg = MinGraph.GetEdge(eid); if (evg.c >= 0) { span_e = eid; break; } } if (span_e == -1) { break; // disaster! } // find vertex at far end of span Index3i span_evg = MinGraph.GetEdge(span_e); int old_span_v = (span_evg.a == old_conn_v) ? span_evg.b : span_evg.a; // ok we want to insert the connectr to the path graph, however the // connector might actually have come from a more complex path in the input graph. int new_conn_next = -1; if (MinEdgePaths.ContainsKey(connector_e)) { // complex path case. Note that the order [old_prev, old_conn_v] may be the opposite // of the order in the pathv. But above, we appended the [a,b] edge order to the pathv. // So we can check if we need to flip, but this means we need to be a bit clever w/ indices... List <int> pathv = MinEdgePaths[connector_e]; int N = pathv.Count; int path_prev = new_prev; int k = 1; if (pathv[N - 2] != old_prev) // case where order flipped { pathv.Reverse(); k = 3; } else { N = N - 2; } while (k < N) { int path_next = PathGraph.AppendVertex(input.GetVertex(pathv[k])); PathGraph.AppendEdge(path_prev, path_next); path_prev = path_next; k++; } new_conn_next = path_prev; } else { new_conn_next = PathGraph.AppendVertex(MinGraph.GetVertex(old_conn_v)); PathGraph.AppendEdge(new_prev, new_conn_next, conn_evg.c); } // add span to path int new_fill_next = PathGraph.AppendVertex(MinGraph.GetVertex(old_span_v)); PathGraph.AppendEdge(new_conn_next, new_fill_next, span_evg.c); // remove the connector vertex MinGraph.RemoveVertex(old_conn_v, true); // next iter starts at far end of span new_prev = new_fill_next; old_prev = old_span_v; } sortAxis = -sortAxis; } // for testing/debugging //SVGWriter writer = new SVGWriter(); ////writer.AddGraph(input, SVGWriter.Style.Outline("blue", 0.1f)); //writer.AddGraph(MinGraph, SVGWriter.Style.Outline("red", 0.1f)); ////foreach ( int eid in MinGraph.EdgeIndices() ) { //// if ( MinGraph.GetEdgeGroup(eid) >= 0 ) writer.AddLine(MinGraph.GetEdgeSegment(eid), SVGWriter.Style.Outline("green", 0.07f)); ////} ////writer.AddGraph(MinGraph, SVGWriter.Style.Outline("black", 0.03f)); //writer.AddGraph(PathGraph, SVGWriter.Style.Outline("black", 0.03f)); //foreach (int vid in PathGraph.VertexIndices()) { // if (PathGraph.IsBoundaryVertex(vid)) // writer.AddCircle(new Circle2d(PathGraph.GetVertex(vid), 0.5f), SVGWriter.Style.Outline("blue", 0.03f)); //} ////writer.AddGraph(IntervalGraph, SVGWriter.Style.Outline("black", 0.03f)); //writer.Write("c:\\scratch\\MIN_GRAPH.svg"); return(PathGraph); }
public static DGraph2 perturb_fill(DGraph2 graphIn, GeneralPolygon2d bounds, double waveWidth, double stepSize) { DGraph2Util.Curves curves = DGraph2Util.ExtractCurves(graphIn); Polygon2d poly = curves.Loops[0]; GeneralPolygon2dBoxTree gpTree = new GeneralPolygon2dBoxTree(bounds); Polygon2dBoxTree outerTree = new Polygon2dBoxTree(bounds.Outer); Polygon2dBoxTree innerTree = new Polygon2dBoxTree(bounds.Holes[0]); DGraph2 graph = new DGraph2(); graph.EnableVertexColors(Vector3f.Zero); double len = poly.Perimeter; int waves = (int)(len / waveWidth); double lenScale = len / (MathUtil.TwoPI * waves); double accum_len = 0; int prev_vid = -1, start_vid = -1; int N = poly.VertexCount; for (int k = 0; k < N; ++k) { double t = accum_len / lenScale; t = Math.Cos(t); //Vector2d normal = poly.GetNormal(k); Vector2d normal = poly[k].Normalized; int vid = graph.AppendVertex(poly[k], new Vector3f(t, normal.x, normal.y)); if (prev_vid != -1) { graph.AppendEdge(prev_vid, vid); accum_len += graph.GetVertex(prev_vid).Distance(graph.GetVertex(vid)); } else { start_vid = vid; } prev_vid = vid; } graph.AppendEdge(prev_vid, start_vid); Vector2d[] newPos = new Vector2d[graph.MaxVertexID]; for (int k = 0; k < 10; ++k) { smooth_pass(graph, 0.5f, newPos); } for (int k = 0; k < 20; ++k) { foreach (int vid in graph.VertexIndices()) { Vector2d v = graph.GetVertex(vid); Vector3f c = graph.GetVertexColor(vid); float t = c.x; Vector2d n = new Vector2d(c.y, c.z); if (k == 0 || Math.Abs(t) > 0.9) { v += t * stepSize * n; if (!bounds.Contains(v)) { v = gpTree.NearestPoint(v); } } newPos[vid] = v; } foreach (int vid in graph.VertexIndices()) { graph.SetVertex(vid, newPos[vid]); } for (int j = 0; j < 5; ++j) { smooth_pass(graph, 0.1f, newPos); } } return(graph); }
// join disconnected vertices within distance threshold. Use point-hashtable to make this faster. protected int JoinInTolerance_Parallel_Cache(DGraph2 graph, double fMergeDist) { double mergeSqr = fMergeDist * fMergeDist; int NV = graph.MaxVertexID; if (collapse_cache.size < NV) { collapse_cache.resize(NV); } gParallel.ForEach(Interval1i.Range(NV), (a) => { collapse_cache[a] = new Vector2d(-1, double.MaxValue); if (!graph.IsVertex(a)) { return; } Vector2d va = graph.GetVertex(a); KeyValuePair <int, double> found = graph_cache.FindNearestInRadius(va, mergeSqr, (b) => { return(va.DistanceSquared(graph.GetVertex(b))); }, (b) => { return(b <= a || (graph.FindEdge(a, b) != DGraph2.InvalidID)); }); if (found.Key != -1) { collapse_cache[a] = new Vector2d(found.Key, found.Value); } }); // [TODO] sort int merged = 0; for (int a = 0; a < NV; ++a) { if (collapse_cache[a].x == -1) { continue; } int bNearest = (int)collapse_cache[a].x; if (!graph.IsVertex(bNearest)) { continue; } Vector2d pos_a = graph.GetVertex(a); Vector2d pos_bNearest = graph.GetVertex(bNearest); /*int eid = */ graph.AppendEdge(a, bNearest); DGraph2.EdgeCollapseInfo collapseInfo; graph.CollapseEdge(bNearest, a, out collapseInfo); graph_cache.RemovePointUnsafe(a, pos_a); last_step_size[a] = 0; graph_cache.UpdatePointUnsafe(bNearest, pos_bNearest, graph.GetVertex(bNearest)); collapse_cache[bNearest] = new Vector2d(-1, double.MaxValue); merged++; } return(merged); }
// join disconnected vertices within distance threshold protected int JoinInTolerance_Parallel(DGraph2 graph, double fMergeDist) { double mergeSqr = fMergeDist * fMergeDist; int NV = graph.MaxVertexID; if (collapse_cache.size < NV) { collapse_cache.resize(NV); } gParallel.ForEach(Interval1i.Range(NV), (a) => { collapse_cache[a] = new Vector2d(-1, double.MaxValue); if (!graph.IsVertex(a)) { return; } Vector2d va = graph.GetVertex(a); int bNearest = -1; double nearDistSqr = double.MaxValue; for (int b = a + 1; b < NV; ++b) { if (b == a || graph.IsVertex(b) == false) { continue; } double distsqr = va.DistanceSquared(graph.GetVertex(b)); if (distsqr < mergeSqr && distsqr < nearDistSqr) { if (graph.FindEdge(a, b) == DGraph2.InvalidID) { nearDistSqr = distsqr; bNearest = b; } } } if (bNearest != -1) { collapse_cache[a] = new Vector2d(bNearest, nearDistSqr); } }); // [TODO] sort int merged = 0; for (int a = 0; a < NV; ++a) { if (collapse_cache[a].x == -1) { continue; } int bNearest = (int)collapse_cache[a].x; Vector2d pos_a = graph.GetVertex(a); Vector2d pos_bNearest = graph.GetVertex(bNearest); /*int eid = */ graph.AppendEdge(a, bNearest); DGraph2.EdgeCollapseInfo collapseInfo; graph.CollapseEdge(bNearest, a, out collapseInfo); graph_cache.RemovePointUnsafe(a, pos_a); last_step_size[a] = 0; graph_cache.UpdatePointUnsafe(bNearest, pos_bNearest, graph.GetVertex(bNearest)); merged++; } return(merged); }