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visvalingam.cpp
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visvalingam.cpp
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// Adapted from
// https://github.com/paulmach/orb/blob/dcade4901baea0727377ccf7c4aab2addd92d152/simplify/visvalingam.go
// The MIT License (MIT)
//
// Copyright (c) 2017 Paul Mach
//
// Permission is hereby granted, free of charge, to any person obtaining
// a copy of this software and associated documentation files (the
// "Software"), to deal in the Software without restriction, including
// without limitation the rights to use, copy, modify, merge, publish,
// distribute, sublicense, and/or sell copies of the Software, and to
// permit persons to whom the Software is furnished to do so, subject
// to the following conditions:
//
// The above copyright notice and this permission notice shall be
// included in all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
// IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR
// ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
// CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
#include <vector>
#include <cmath>
#include "geometry.hpp"
// Stuff to create the priority queue, or min heap.
// Rewriting it here, vs using the std lib, resulted in a 50% performance bump!
struct visItem {
double area = 0; // triangle area
int pointIndex = 0; // index of point in original path
// to keep a virtual linked list to help rebuild the triangle areas as we remove points.
visItem *next = NULL;
visItem *previous = NULL;
int index = 0; // interal index in heap, for removal and update
};
struct minHeap {
std::vector<visItem *> h;
void Push(visItem *item) {
item->index = h.size();
h.push_back(item);
up(item->index);
}
visItem *Pop() {
visItem *removed = h[0];
visItem *lastItem = h[h.size() - 1];
h.pop_back();
if (h.size() > 0) {
lastItem->index = 0;
h[0] = lastItem;
down(0);
}
return removed;
}
void Update(visItem *item, double area) {
if (item->area > area) {
// area got smaller
item->area = area;
up(item->index);
} else {
// area got larger
item->area = area;
down(item->index);
}
}
void up(int i) {
visItem *object = h[i];
while (i > 0) {
int up = ((i + 1) >> 1) - 1;
visItem *parent = h[up];
if (parent->area <= object->area) {
// parent is smaller so we're done fixing up the heap.
break;
}
// swap nodes
parent->index = i;
h[i] = parent;
object->index = up;
h[up] = object;
i = up;
}
}
void down(int i) {
visItem *object = h[i];
while (1) {
size_t right = (i + 1) << 1;
size_t left = right - 1;
int down = i;
visItem *child = h[down];
// swap with smallest child
if (left < h.size() && h[left]->area < child->area) {
down = left;
child = h[down];
}
if (right < h.size() && h[right]->area < child->area) {
down = right;
child = h[down];
}
// non smaller, so quit
if (down == i) {
break;
}
// swap the nodes
child->index = i;
h[child->index] = child;
object->index = down;
h[down] = object;
i = down;
}
}
};
static double doubleTriangleArea(drawvec const &ls, int start, int i1, int i2, int i3) {
draw a = ls[i1 + start];
draw b = ls[i2 + start];
draw c = ls[i3 + start];
return std::abs((b.x - a.x) * (c.y - a.y) - (b.y - a.y) * (c.x - a.x));
}
void visvalingam(drawvec &ls, size_t start, size_t end, double threshold, size_t retain) {
// edge cases checked, get on with it
int removed = 0;
threshold *= 2;
// build the initial minheap linked list.
minHeap heap;
visItem linkedListStart;
linkedListStart.area = INFINITY;
linkedListStart.pointIndex = 0;
heap.Push(&linkedListStart);
// internal path items
std::vector<visItem> items;
items.resize((end - start));
{
visItem *previous = &linkedListStart;
for (size_t i = 1; i < (end - start) - 1; i++) {
visItem *item = &items[i];
item->area = doubleTriangleArea(ls, start, i - 1, i, i + 1);
item->pointIndex = i;
item->previous = previous;
heap.Push(item);
previous->next = item;
previous = item;
}
// final item
visItem *endItem = &items[(end - start) - 1];
endItem->area = INFINITY;
endItem->pointIndex = (end - start) - 1;
endItem->previous = previous;
previous->next = endItem;
heap.Push(endItem);
}
// run through the reduction process
while (heap.h.size() > 0) {
visItem *current = heap.Pop();
if (current->area > threshold || (end - start) - removed <= retain) {
break;
}
visItem *next = current->next;
visItem *previous = current->previous;
// remove current element from linked list
previous->next = current->next;
next->previous = current->previous;
removed++;
// figure out the new areas
if (previous->previous != NULL) {
double area = doubleTriangleArea(ls, start,
previous->previous->pointIndex,
previous->pointIndex,
next->pointIndex);
area = std::max(area, current->area);
heap.Update(previous, area);
}
if (next->next != NULL) {
double area = doubleTriangleArea(ls, start,
previous->pointIndex,
next->pointIndex,
next->next->pointIndex);
area = std::max(area, current->area);
heap.Update(next, area);
}
}
visItem *item = &linkedListStart;
while (item != NULL) {
ls[item->pointIndex + start].necessary = 1;
item = item->next;
}
}