feat: modify to extract circle stamp, remove ellipse

This commit is contained in:
xxss0903 2024-10-26 21:50:15 +08:00
parent cec56bd613
commit c630526a94
2 changed files with 100 additions and 50 deletions

View File

@ -212,14 +212,13 @@ function extractStampWithColorToImage(
* 提取红色的印章
* @param file 图片文件
* @param setColor 设置的颜色比如提取红色设置红色那么能够进行对印章的填充
* @param isCircle 是否是圆形如果是圆形那么会进行圆形的裁剪否则进行椭圆的裁剪
* @returns
*/
function extractStampWithFile(file, setColor, isCircle = true) {
function extractStampWithFile(file, setColor) {
return new Promise((resolve, reject) => {
const img = new Image();
img.onload = () => {
const result = extractStampWithImage(img, setColor, isCircle);
const result = extractStampWithImage(img, setColor);
resolve(result);
};
img.onerror = (error) => {
@ -249,7 +248,7 @@ function detectCircles(dst) {
1, // 两个圆心之间的最小距离
dst.rows / 6, // 检测圆心之间的最小距离
200, // 修改检测圆形的阈值为200
50, // 检测的阈
50, // 检测
minRadius, // 检测圆形的最小半径
maxRadius // 检测圆形的最大半径
);
@ -279,10 +278,9 @@ function detectCircles(dst) {
/**
* 提取印章圆形
* @param {*} img
* @param {*} isCircle
* @returns
*/
function extractCircles(img, isCircle = true) {
function extractCircles(img) {
let src = cv.imread(img);
let dst = new cv.Mat();
@ -300,26 +298,14 @@ function extractCircles(img, isCircle = true) {
// 绘制原始图像
ctx?.drawImage(img, 0, 0, canvas.width, canvas.height);
let croppedStamps = [];
if (isCircle) {
let circles = [];
// 检测圆形
circles = detectCircles(dst);
console.log("circles:", circles);
circles.forEach((circle) => {
console.log("draw circle:", circle);
croppedStamps.push(cropAndDownloadCircle(img, circle));
});
} else {
let ellipses = [];
// 检测椭圆
ellipses = detectEllipses(dst);
console.log("ellipses:", ellipses);
ellipses.forEach((ellipse) => {
console.log("draw ellipse:", ellipse);
croppedStamps.push(cropAndDownloadEllipse(img, ellipse));
});
}
let circles = [];
// 检测圆形
circles = detectCircles(dst);
console.log("circles:", circles);
circles.forEach((circle) => {
console.log("draw circle:", circle);
croppedStamps.push(cropAndDownloadCircle(img, circle));
});
// 释放内存
src.delete();
dst.delete();
@ -327,14 +313,38 @@ function extractCircles(img, isCircle = true) {
return croppedStamps;
}
function detectEllipses(dst) {
let thresh = new cv.Mat();
cv.threshold(dst, thresh, 0, 255, cv.THRESH_BINARY + cv.THRESH_OTSU);
let contours = new cv.MatVector();
let hierarchy = new cv.Mat();
cv.findContours(thresh, contours, hierarchy, cv.RETR_EXTERNAL, cv.CHAIN_APPROX_SIMPLE);
let detectedEllipses = [];
let minRadius = Math.min(dst.rows, dst.cols) * 0.05; // 最小半径
let maxRadius = Math.min(dst.rows, dst.cols) * 0.5; // 最大半径
for (let i = 0; i < contours.size(); ++i) {
let cnt = contours.get(i);
if (cnt.rows >= 5) { // 至少需要5个点来拟合椭圆
let ellipse = cv.fitEllipse(cnt);
let avgRadius = (ellipse.size.width + ellipse.size.height) / 4; // 计算平均半径
if (avgRadius >= minRadius && avgRadius <= maxRadius) {
detectedEllipses.push(ellipse);
}
}
}
thresh.delete(); contours.delete(); hierarchy.delete();
return detectedEllipses;
}
/**
* 提取印章圆形
* @param {*} img
* @param {*} cvMat
* @param {*} isCircle
* @returns
*/
function extractCirclesWithCvMat(img, cvMat, isCircle = true) {
function extractCirclesWithCvMat(cvMat) {
let dst = new cv.Mat();
// 转换为灰度图
cv.cvtColor(cvMat, dst, cv.COLOR_RGBA2GRAY);
@ -342,24 +352,13 @@ function extractCirclesWithCvMat(img, cvMat, isCircle = true) {
cv.GaussianBlur(dst, dst, new cv.Size(5, 5), 2, 2);
let croppedStamps = [];
if (isCircle) {
// 检测圆形
let circles = detectCircles(dst);
console.log("circles:", circles);
circles.forEach((circle) => {
console.log("draw circle:", circle);
croppedStamps.push(cropAndDownloadCircle(cvMat, circle));
});
} else {
// 检测椭圆
let ellipses = detectEllipses(dst);
console.log("ellipses:", ellipses);
ellipses.forEach((ellipse) => {
console.log("draw ellipse:", ellipse);
croppedStamps.push(cropAndDownloadEllipse(cvMat, ellipse));
});
}
// 检测圆形
let circles = detectCircles(dst);
console.log("circles:", circles);
circles.forEach((circle) => {
console.log("draw circle:", circle);
croppedStamps.push(cropAndDownloadCircle(cvMat, circle));
});
// 释放内存
dst.delete();
@ -417,6 +416,57 @@ function cropAndDownloadCircle(cvMat, circle) {
return dataURL;
}
function cropAndDownloadEllipse(cvMat, ellipse) {
// 定义缩放因子,使裁剪范围比椭圆大一些
const scaleFactor = 1.2;
const width = ellipse.size.width > ellipse.size.height ? ellipse.size.width : ellipse.size.height;
const height = ellipse.size.width < ellipse.size.height ? ellipse.size.width : ellipse.size.height;
const scaledWidth = Math.round(width * scaleFactor);
const scaledHeight = Math.round(height * scaleFactor);
// 创建一个新的Mat来存储裁剪后的图像
let croppedMat = new cv.Mat();
let rect = new cv.Rect(
Math.round(ellipse.center.x - scaledWidth / 2),
Math.round(ellipse.center.y - scaledHeight / 2),
scaledWidth,
scaledHeight
);
// 确保裁剪区域在图像范围内
rect.x = Math.max(0, Math.min(rect.x, cvMat.cols - rect.width));
rect.y = Math.max(0, Math.min(rect.y, cvMat.rows - rect.height));
rect.width = Math.min(rect.width, cvMat.cols - rect.x);
rect.height = Math.min(rect.height, cvMat.rows - rect.y);
// 裁剪图像
croppedMat = cvMat.roi(rect);
// 创建椭圆形掩码
let mask = new cv.Mat.zeros(scaledHeight, scaledWidth, cv.CV_8UC1);
let center = new cv.Point(scaledWidth / 2, scaledHeight / 2);
let axes = new cv.Size(width / 2, height / 2);
cv.ellipse(mask, center, axes, ellipse.angle, 0, 360, new cv.Scalar(255, 255, 255), -1);
// 应用掩码
let result = new cv.Mat();
cv.bitwise_and(croppedMat, croppedMat, result, mask);
// 将结果转换为PNG数据URL
let canvas = document.createElement('canvas');
canvas.width = result.cols;
canvas.height = result.rows;
cv.imshow(canvas, result);
let dataURL = canvas.toDataURL("image/png");
// 释放内存
croppedMat.delete();
mask.delete();
result.delete();
return dataURL;
}
/**
* 根据文件提取红色印章
* @param file
@ -556,11 +606,11 @@ function hexToRgba(hex) {
return [r, g, b, a];
}
function extractStampWithImage(img, setColor, isCircle = true) {
function extractStampWithImage(img, setColor) {
let distImgList = [];
let cvMat = extractStampWithColorToOpencvMat(img, setColor);
// 提取圆圈并获取结果
distImgList = extractCirclesWithCvMat(img, cvMat, isCircle);
distImgList = extractCirclesWithCvMat(cvMat);
return distImgList;
}

View File

@ -58,7 +58,7 @@
if (file && isReady) {
showLoading();
displayOriginalImage(file);
extractStampWithFile(file, '#ff0000', true).then(dstImgList => {
extractStampWithFile(file, '#ff0000').then(dstImgList => {
console.log('提取红色印章成功', dstImgList);
displayImages(dstImgList);
hideLoading();