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quadtree.cpp
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177 lines (155 loc) · 4.22 KB
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/**
*
* quadtree
* quadtree.cpp
*
*/
#include <iostream>
#include "quadtree.h"
#include "compression/RGBAPixel.h"
using namespace std;
// Node constructor
quadtree::Node::Node(pair<int, int> ul, int d, RGBAPixel a, double v)
: upLeft(ul), dim(d), avg(a), var(v), NW(nullptr), NE(nullptr), SE(nullptr),
SW(nullptr) {}
// quadtree destructor
quadtree::~quadtree() { clear(); }
// quadtree copy constructor
quadtree::quadtree(const quadtree &other) { copy(other); }
// quadtree assignment operator
quadtree &quadtree::operator=(const quadtree &rhs) {
if (this != &rhs) {
clear();
copy(rhs);
}
return *this;
}
// Node* buildTree(stats& s, pair<int, int> ul, int dim);
quadtree::quadtree(PNG &imIn) {
// Find the smaller dimension, becasue the image maybe not a square
edge = min(imIn.width(), imIn.height());
// Find the largest power of 2 that fits within this dimension
int dim = log2(edge);
// Set edge to be 2^dim
edge = pow(2, dim);
stats s(imIn);
root = buildTree(s, make_pair(0, 0), dim);
}
quadtree::Node *quadtree::buildTree(stats &s, pair<int, int> ul, int dim) {
RGBAPixel avg = s.getAvg(ul, dim);
double var = s.getVar(ul, dim);
Node *node = new Node(ul, dim, avg, var);
if (dim == 0)
return node;
int childrenDim = dim - 1;
int num = pow(2, childrenDim);
node->NW = buildTree(s, ul, childrenDim);
node->NE = buildTree(s, make_pair(ul.first + num, ul.second), childrenDim);
node->SE =
buildTree(s, make_pair(ul.first + num, ul.second + num), childrenDim);
node->SW = buildTree(s, make_pair(ul.first, ul.second + num), childrenDim);
return node;
}
PNG quadtree::render() const {
PNG ret(edge, edge);
renderHelper(root, ret);
return ret;
}
void quadtree::renderHelper(Node *node, PNG &img) const {
if (node == NULL)
return;
if (node->NW == NULL) {
int size = pow(2, node->dim);
for (int x = node->upLeft.first; x < (node->upLeft.first + size); x++) {
for (int y = node->upLeft.second; y < (node->upLeft.second + size); y++) {
*img.getPixel(x, y) = node->avg;
}
}
} else {
renderHelper(node->NW, img);
renderHelper(node->NE, img);
renderHelper(node->SE, img);
renderHelper(node->SW, img);
}
}
// binary search
// the inverse of the pruneSize function.
int quadtree::idealPrune(const int leaves) const {
int low = 0;
int high = 255 * 255 * 3;
while (low < high) {
int mid = (low + high) / 2;
// Current tolerance too high, try lower half
if (pruneSize(mid) <= leaves) {
high = mid;
} else {
// Current tolerance too low, try upper half
low = mid + 1;
}
}
return low;
}
int quadtree::pruneSize(const int tol) const {
return pruneSizeHelper(root, tol);
}
int quadtree::pruneSizeHelper(Node *node, const int tol) const {
if (node == NULL)
return 0;
if (prunable(node, tol)) {
return 1;
} else {
return pruneSizeHelper(node->NW, tol) + pruneSizeHelper(node->NE, tol) +
pruneSizeHelper(node->SE, tol) + pruneSizeHelper(node->SW, tol);
}
}
void quadtree::prune(const int tol) {
pruneHelper(root, tol);
}
void quadtree::pruneHelper(Node *node, const int tol) {
if (node == NULL)
return;
if (prunable(node, tol)) {
clearHelper(node->NW);
clearHelper(node->NE);
clearHelper(node->SE);
clearHelper(node->SW);
node->NW = NULL;
node->NE = NULL;
node->SE = NULL;
node->SW = NULL;
} else {
pruneHelper(node->NW, tol);
pruneHelper(node->NE, tol);
pruneHelper(node->SE, tol);
pruneHelper(node->SW, tol);
}
}
void quadtree::clear() {
clearHelper(root);
root = NULL;
edge = 0;
}
void quadtree::clearHelper(Node *root) {
if (root == NULL)
return;
clearHelper(root->NW);
clearHelper(root->NE);
clearHelper(root->SE);
clearHelper(root->SW);
delete root;
// root = NULL;
}
void quadtree::copy(const quadtree &orig) {
edge = orig.edge;
root = copyHelper(orig.root);
}
quadtree::Node *quadtree::copyHelper(Node *node) {
if (node == NULL)
return NULL;
Node *newNode = new Node(node->upLeft, node->dim, node->avg, node->var);
newNode->NW = copyHelper(node->NW);
newNode->NE = copyHelper(node->NE);
newNode->SE = copyHelper(node->SE);
newNode->SW = copyHelper(node->SW);
return newNode;
}