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getgrid.js
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const { ipcRenderer } = require('electron');
Module = {
onRuntimeInitialized() {
ipcRenderer.send("openCVWorkerReady",null)
}
}
const cv = require('./opencv');
async function getGrid (imgBuffer,info) {
console.log("Getting grid...")
const grn = [ 36,255,12 ];
let grid = {
size: 0,
freq: 0,
scale: 1,
x: 0,
y: 0
}
try {
const anchor = new cv.Point( -1,-1 );
let image = cv.matFromImageData({data: imgBuffer, width: info.width, height: info.height});
cv.cvtColor(image,image,cv.COLOR_BGRA2GRAY);
cv.adaptiveThreshold(image,image,255,cv.ADAPTIVE_THRESH_GAUSSIAN_C,cv.THRESH_BINARY_INV,11,2)
const hKern = cv.getStructuringElement(cv.MORPH_RECT,new cv.Size(30,1));
const vKern = cv.getStructuringElement(cv.MORPH_RECT,new cv.Size(1,30));
for (let iter = 18; iter > 0; iter --) {
ipcRenderer.send("gridProgress",`${(100*((19-iter)/18)).toFixed()}%`)
let hDetect = new cv.Mat();
let vDetect = new cv.Mat();
cv.morphologyEx(image,hDetect,cv.MORPH_OPEN,hKern,anchor,iter);
cv.morphologyEx(image,vDetect,cv.MORPH_OPEN,vKern,anchor,iter);
let hLines = new cv.MatVector();
let hHierarchy = new cv.Mat();
let vLines = new cv.MatVector();
let vHierarchy = new cv.Mat();
cv.findContours(hDetect,hLines,hHierarchy,cv.RETR_EXTERNAL,cv.CHAIN_APPROX_SIMPLE);
cv.findContours(vDetect,vLines,vHierarchy,cv.RETR_EXTERNAL,cv.CHAIN_APPROX_SIMPLE);
let rows = [];
let cols = [];
for(let i = 0; i < hLines.size(); ++i) {
let line = hLines.get(i).data32S
let y = line[0]
for( let xy = 0; xy < line.length; xy+=2 ) {
y=(y+line[xy])/2
}
rows.push(y);
}
for(let i = 0; i < vLines.size(); ++i) {
let line = vLines.get(i).data32S
let x = line[1]
for( let xy = 1; xy < line.length; xy+=2 ) {
x=(x+line[xy])/2
}
cols.push(x);
}
hDetect.delete()
vDetect.delete()
hLines.delete()
hHierarchy.delete()
vLines.delete()
vHierarchy.delete()
if (rows.length < 2 || cols.length < 2) {
continue
}
let diff = {
x: [],
y: []
}
let last = {
x: cols[0],
y: rows[0]
}
for(let row of rows) {
let d = Math.abs(row-last.y)
if (d > 30) {
let diffRec = diff.y.find(s=>Math.abs(d-s.d)<2)
if (diffRec) {
diffRec.count ++;
diffRec.total += d;
diffRec.offset = row;
} else {
diff.y.push({
d: d,
count: 1,
total: d,
offset: row
})
}
}
last.y = row
}
for(let col of cols) {
let d = Math.abs(col-last.x)
if (d > 30) {
let diffRec = diff.x.find(s=>Math.abs(d-s.d)<2)
if (diffRec) {
diffRec.count ++;
diffRec.total += d;
diffRec.offset = col;
} else {
diff.x.push({
d: d,
count: 1,
total: d,
offset: col
})
}
}
last.x = col
}
for(const row of diff.y) {
let x = row.d;
if (row.count <= 1) continue
for(const col of diff.x) {
let y = col.d
if (col.count <= 1) continue
if (Math.abs(x-y) > 2) continue
if ((row.count+col.count) > grid.freq) {
grid.freq = (row.count+col.count);
grid.size = Math.round((row.total+col.total)/grid.freq);
grid.scale = grid.size/((row.total+col.total)/grid.freq);
grid.x = Math.floor(grid.scale*col.offset) % grid.size;
grid.y = Math.floor(grid.scale*row.offset) % grid.size;
if (grid.x > (grid.size/2)) grid.x -= grid.size;
if (grid.y > (grid.size/2)) grid.y -= grid.size;
}
}
}
if (grid.freq) {
console.log(`Grid found with ${iter} iterations: `,grid);
image.delete()
break;
}
}
} catch (e) {
console.log('Error analyzing grid: ', e)
}
ipcRenderer.send("grid",grid)
return grid;
}
async function getOffset(dmMapImgRaw,dmMapInfo,pcMapImg,info) {
let markerOffset = {x:0,y:0,s:1}
try {
let dmImage = cv.matFromImageData({data: dmMapImgRaw,width: dmMapInfo.width, height: dmMapInfo.height})
let pcImage = cv.matFromImageData({data: pcMapImg,width: info.width, height: info.height})
let correlation = 0;
let rows = dmImage.rows
cv.resize(dmImage,dmImage,new cv.Size(dmImage.cols*1.5,dmImage.rows*1.5))
if (dmMapInfo.width>info.width||dmMapInfo.height>info.height) {
cv.cvtColor(pcImage,pcImage,cv.COLOR_BGRA2GRAY)
cv.Canny(pcImage,pcImage,50,200)
while(dmImage.rows >= pcImage.rows && dmImage.cols >= pcImage.cols) {
let res = new cv.Mat()
let tmpImg = new cv.Mat()
cv.cvtColor(dmImage,tmpImg,cv.COLOR_BGRA2GRAY)
cv.Canny(tmpImg,tmpImg,50,200)
cv.matchTemplate(tmpImg,pcImage,res,cv.TM_CCOEFF)
let loc = cv.minMaxLoc(res)
if (loc.maxVal > correlation) {
markerOffset.x = -1*loc.maxLoc.x
markerOffset.y = -1*loc.maxLoc.y
markerOffset.s = dmImage.rows/rows
correlation = loc.maxVal
console.log(`${playerMap._attrs.id}: Better correlation @ ${markerOffset.s}`)
}
cv.resize(dmImage,dmImage,new cv.Size(dmImage.cols*.9,dmImage.rows*.9))
}
} else {
console.log("DM Map is significantly smaller than PC Map",dmImage.cols,pcImage.cols)
rows = pcImage.rows
cv.resize(pcImage,pcImage,new cv.Size(pcImage.cols*1.5,pcImage.rows*1.5))
cv.cvtColor(dmImage,dmImage,cv.COLOR_BGRA2GRAY)
cv.Canny(dmImage,dmImage,50,200)
while(dmImage.rows <= pcImage.rows && dmImage.cols <= pcImage.cols) {
let res = new cv.Mat()
let tmpImg = new cv.Mat()
cv.cvtColor(pcImage,tmpImg,cv.COLOR_BGRA2GRAY)
cv.Canny(tmpImg,tmpImg,50,200)
cv.matchTemplate(tmpImg,dmImage,res,cv.TM_CCOEFF)
let loc = cv.minMaxLoc(res)
if (loc.maxVal > correlation) {
markerOffset.x = loc.maxLoc.x
markerOffset.y = loc.maxLoc.y
markerOffset.s = pcImage.rows/rows
correlation = loc.maxVal
console.log(`${playerMap._attrs.id}: Better correlation @ ${markerOffset.s}`)
}
cv.resize(pcImage,pcImage,new cv.Size(pcImage.cols*.9,pcImage.rows*.9))
}
}
} catch (e) {
console.log("OpenCV Error",e)
}
ipcRenderer.send("mapOffset",markerOffset)
}
ipcRenderer.on('getGrid',(ev,map,info)=>{
getGrid(map,info)
})
ipcRenderer.on('getOffset',(ev,dmMapImgRaw,dmMapInfo,pcMapImg,info)=>{
getOffset(dmMapImgRaw,dmMapInfo,pcMapImg,info)
})
//module.exports = getGrid