facedetector.js

/*
 fork from https://github.com/mauricesvay/php-facedetection
 Project : https://github.com/crucifyer/facedetector-js
 License : GPL-2.0
*/
(function(w, d) {
	//<editor-fold desc="Detection Data">
	const detection = 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14,8,6,12,-1],[17,8,3,6,2],[14,14,3,6,2]]],[[-0.000592028,0.43054,0.534071,-1,-1],[[18,5,2,2,-1],[18,6,2,1,2]]]],[[[0.00205509,0.5545,-1,-1,1],[[5,16,9,2,-1],[8,16,3,2,3]]],[[-0.00443536,0.603854,0.374659,-1,-1],[[3,14,6,6,-1],[3,14,3,3,2],[6,17,3,3,2]]]],[[[-0.0841704,-1,0.500735,1,-1],[[14,8,6,12,-1],[17,8,3,6,2],[14,14,3,6,2]]],[[0.0067419,0.52981,0.471615,-1,-1],[[11,7,2,12,-1],[11,11,2,4,3]]]],[[[0.0102782,-1,0.626938,1,-1],[[0,8,6,12,-1],[0,8,3,6,2],[3,14,3,6,2]]],[[0.00588009,0.515483,0.381304,-1,-1],[[7,7,2,12,-1],[7,11,2,4,3]]]],[[[-6.96792e-6,-1,0.444024,1,-1],[[14,12,1,2,-1],[14,13,1,1,2]]],[[0.000824195,0.469753,0.54855,-1,-1],[[12,13,8,1,-1],[12,13,4,1,2]]]],[[[-0.00552683,0.55136,-1,-1,1],[[0,3,16,6,-1],[0,6,16,3,2]]],[[0.000961287,0.361864,0.583846,-1,-1],[[1,4,8,2,-1],[1,4,4,1,2],[5,5,4,1,2]]]],[[[0.00248105,-1,0.252322,1,-1],[[14,12,1,2,-1],[14,13,1,1,2]]],[[-0.00104806,0.411726,0.5393,-1,-1],[[15,12,2,3,-1],[15,13,2,1,3]]]],[[[-0.00612879,0.672633,-1,-1,1],[[8,16,3,3,-1],[8,17,3,1,3]]],[[0.000116823,0.504119,0.360773,-1,-1],[[5,12,1,2,-1],[5,13,1,1,2]]]],[[[-0.0399095,0.156374,-1,-1,1],[[13,4,3,15,-1],[14,4,1,15,3]]],[[0.00158595,0.489198,0.577985,-1,-1],[[17,3,2,6,-1],[18,3,1,3,2],[17,6,1,3,2]]]],[[[-0.0226902,0.218688,-1,-1,1],[[4,4,3,15,-1],[5,4,1,15,3]]],[[0.00209161,0.477158,0.609923,-1,-1],[[1,3,2,6,-1],[1,3,1,3,2],[2,6,1,3,2]]]],[[[-0.0247154,0.3464,-1,-1,1],[[7,15,12,4,-1],[7,17,12,2,2]]],[[-0.0134195,0.363069,0.52522,-1,-1],[[1,0,19,3,-1],[1,1,19,1,3]]]],[[[-0.00606295,0.666632,-1,-1,1],[[3,17,10,2,-1],[3,17,5,1,2],[8,18,5,1,2]]],[[-0.0020921,0.339955,0.50357,-1,-1],[[2,5,10,15,-1],[2,10,10,5,3]]]],[[[0.0259619,0.50368,-1,-1,1],[[13,8,3,4,-1],[13,10,3,2,2]]],[[0.000179087,0.541853,0.431898,-1,-1],[[19,13,1,2,-1],[19,14,1,1,2]]]],[[[-0.00315469,0.722103,-1,-1,1],[[4,8,3,4,-1],[4,10,3,2,2]]],[[-0.00113978,0.332097,0.502443,-1,-1],[[0,13,1,2,-1],[0,14,1,1,2]]]],[[[-0.0478402,0.193877,-1,-1,1],[[12,7,2,12,-1],[12,13,2,6,2]]],[[0.000415771,0.480219,0.573071,-1,-1],[[14,7,2,2,-1],[15,7,1,1,2],[14,8,1,1,2]]]],[[[-0.00044247,0.426252,-1,-1,1],[[5,3,8,2,-1],[5,4,8,1,2]]],[[0.00144794,0.571917,0.406415,-1,-1],[[0,2,2,6,-1],[0,4,2,2,3]]]],[[[0.0157015,0.499573,-1,-1,1],[[18,2,2,12,-1],[19,2,1,6,2],[18,8,1,6,2]]],[[0.000278057,0.528929,0.458173,-1,-1],[[18,1,1,2,-1],[18,2,1,1,2]]]],[[[-0.00290105,0.601215,-1,-1,1],[[0,2,2,12,-1],[0,2,1,6,2],[1,8,1,6,2]]],[[0.000208305,0.505798,0.359943,-1,-1],[[1,1,1,2,-1],[1,2,1,1,2]]]],[[[-0.05153,-1,0.49918,1,-1],[[16,4,4,14,-1],[18,4,2,7,2],[16,11,2,7,2]]],[[0.000171634,0.467547,0.537477,-1,-1],[[10,14,1,6,-1],[10,17,1,3,2]]]],[[[0.0236143,-1,0.658648,1,-1],[[0,4,4,14,-1],[0,4,2,7,2],[2,11,2,7,2]]],[[-0.000564278,0.38533,0.519604,-1,-1],[[9,14,1,6,-1],[9,17,1,3,2]]]],[[[0.0066904,-1,0.600424,1,-1],[[9,14,4,3,-1],[9,15,4,1,3]]],[[-0.00487895,0.329323,0.524524,-1,-1],[[4,7,12,2,-1],[8,7,4,2,3]]]],[[[-0.00685373,0.256591,-1,-1,1],[[0,8,4,3,-1],[0,9,4,1,3]]],[[0.000998938,0.461549,0.594243,-1,-1],[[4,7,2,2,-1],[4,7,1,1,2],[5,8,1,1,2]]]],[[[-0.000133547,0.548738,-1,-1,1],[[13,7,2,1,-1],[13,7,1,1,2]]],[[0.00101651,0.457836,0.542693,-1,-1],[[11,4,4,5,-1],[11,4,2,5,2]]]],[[[0.000912168,-1,0.393946,1,-1],[[4,8,3,3,-1],[5,8,1,3,3]]],[[0.00100803,0.404979,0.55207,-1,-1],[[0,3,8,1,-1],[4,3,4,1,2]]]],[[[-0.000131025,-1,0.487909,1,-1],[[13,7,2,1,-1],[13,7,1,1,2]]],[[0.000552287,0.484494,0.551283,-1,-1],[[14,7,3,2,-1],[15,7,1,2,3]]]],[[[-0.00012131,-1,0.436797,1,-1],[[5,7,2,1,-1],[6,7,1,1,2]]],[[-1.5113e-5,0.642596,0.488183,-1,-1],[[3,7,3,2,-1],[4,7,1,2,3]]]],[[[-0.000401258,-1,0.53721,1,-1],[[18,5,2,2,-1],[18,6,2,1,2]]],[[-0.000657669,0.583455,0.486908,-1,-1],[[12,14,2,2,-1],[13,14,1,1,2],[12,15,1,1,2]]]],[[[0.000622204,-1,0.382464,1,-1],[[0,5,2,2,-1],[0,6,2,1,2]]],[[0.00146634,0.481349,0.696674,-1,-1],[[6,14,2,2,-1],[6,14,1,1,2],[7,15,1,1,2]]]],[[[-0.0495477,0.0539277,-1,-1,1],[[7,12,6,5,-1],[9,12,2,5,3]]],[[0.00130176,0.533746,0.416075,-1,-1],[[12,17,5,2,-1],[12,18,5,1,2]]]],[[[-0.00449145,0.599744,-1,-1,1],[[1,11,6,3,-1],[4,11,3,3,2]]],[[0.00165924,0.372719,0.511563,-1,-1],[[1,9,6,3,-1],[4,9,3,3,2]]]],[[[0.00646955,0.525204,-1,-1,1],[[12,7,2,12,-1],[12,13,2,6,2]]],[[0.00498103,0.525672,0.393441,-1,-1],[[8,7,5,3,-1],[8,8,5,1,3]]]],[[[-0.038537,0.206192,-1,-1,1],[[6,7,2,12,-1],[6,13,2,6,2]]],[[-0.282757,0.0618832,0.492506,-1,-1],[[1,2,9,18,-1],[4,2,3,18,3]]]],[[[-0.00903018,0.315759,-1,-1,1],[[12,17,5,2,-1],[12,18,5,1,2]]],[[-0.0438663,0.203368,0.516477,-1,-1],[[4,7,12,2,-1],[4,7,6,2,2]]]],[[[-0.00457011,0.661118,-1,-1,1],[[6,7,6,1,-1],[8,7,2,1,3]]],[[-0.00233624,0.280779,0.496288,-1,-1],[[7,3,3,2,-1],[8,3,1,2,3]]]],[[[0.00539603,0.514639,-1,-1,1],[[9,4,3,1,-1],[10,4,1,1,3]]],[[-0.00262976,0.628449,0.495559,-1,-1],[[11,11,3,1,-1],[12,11,1,1,3]]]],[[[-0.00385775,0.148675,-1,-1,1],[[8,4,3,1,-1],[9,4,1,1,3]]],[[0.00139638,0.470134,0.632097,-1,-1],[[6,11,3,1,-1],[7,11,1,1,3]]]],[[[-0.00886995,-1,0.528682,1,-1],[[12,13,6,6,-1],[12,15,6,2,3]]],[[-0.000706263,0.464837,0.5333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	//</editor-fold>

	function faceDetect(img, im_width, im_height, multiple, resSize) {
		const resize = resSize ? resSize : 281;
		let
			diff_width = resize - im_width,
			diff_height = resize - im_height,
			ratio = 0;

		if(diff_width > diff_height) {
			ratio = im_width / resize;
		} else {
			ratio = im_height / resize;
		}
		if(ratio > 1) {
			im_width /= ratio;
			im_height /= ratio;
		}
		im_width >>= 0;
		im_height >>= 0;
		let context, canvas, removeCanvas = false, _canvas, _context;
		if(ratio > 1 || img.tagName != 'CANVAS') {
			canvas = d.createElement('CANVAS');
			removeCanvas = true;
			canvas.style.display = 'none';
			d.body.appendChild(canvas);
			canvas.width = im_width;
			canvas.height = im_height;
			context = canvas.getContext('2d');
			context.canvas.width = im_width;
			context.canvas.height = im_height;
			context.drawImage(img, 0, 0, im_width, im_height);
		} else {
			context = img.getContext('2d');
		}

		if(multiple) {
			_canvas = d.createElement('CANVAS');
			_canvas.style.display = 'none';
			d.body.appendChild(_canvas);
			_canvas.width = im_width;
			_canvas.height = im_height;
			_context = _canvas.getContext('2d');
			_context.canvas.width = im_width;
			_context.canvas.height = im_height;
			_context.drawImage(canvas, 0, 0, im_width, im_height);
		}

		function detecting(context) {
			let iis = computeII(context.getImageData(0, 0, im_width, im_height).data, im_width, im_height);
			return doDetectGreedyBigToSmall(iis.ii, iis.ii2, im_width, im_height);
		}

		if(!multiple) {
			let face = detecting(context);
			if (ratio > 1 && face) {
				face.x = (face.x * ratio) >> 0;
				face.y = (face.y * ratio) >> 0;
				face.w = (face.w * ratio) >> 0;
			}
			if(removeCanvas) d.body.removeChild(canvas);
			return face;
		}
		if(removeCanvas) d.body.removeChild(canvas);

		let faces = [], face,
			limit = Number.isInteger(multiple) ? Math.min(50, Math.max(2, multiple)) : 10;
		while((face = detecting(_context)) && limit --) {
			faces.push(face);
			let w_ = face.w >> 1, x = face.x - w_, y = face.y - w_, w = face.w << 1;
			_context.fillStyle = 'white';
			_context.rect(x, y, w, w);
			_context.fill();
		}
		if(ratio > 1) {
			faces.forEach(face => {
				face.x = (face.x * ratio) >> 0;
				face.y = (face.y * ratio) >> 0;
				face.w = (face.w * ratio) >> 0;
			});
		}
		d.body.removeChild(_canvas);
		return faces;
	}

	function computeII(pixels, image_width, image_height) {
		let ii_w = image_width + 1;
		let ii_h = image_height + 1;
		let ii = [], ii2 = [];

		for(let y = 1; y < ii_h - 1; y ++) {
			let rowsum = 0, rowsum2 = 0;
			for(let x = 1; x < ii_w - 1; x ++) {
				let pixel = image_width * y * 4 + x * 4,
					red = pixels[pixel],
					green = pixels[pixel + 1],
					blue = pixels[pixel + 2],
					grey = (.2989 * red + .587 * green + .114 * blue) >> 0;
				rowsum += grey;
				rowsum2 += grey * grey;

				let ii_above = (y - 1) * ii_w + x,
					ii_this = y * ii_w + x;

				ii[ii_this] = (ii[ii_above] || 0) + rowsum;
				ii2[ii_this] = (ii2[ii_above] || 0) + rowsum2;
			}
		}
		return {ii:ii, ii2:ii2};
	}

	function doDetectGreedyBigToSmall(ii, ii2, width, height) {
		let s_w = width / 20,
			s_h = height / 20,
			start_scale = s_h < s_w ? s_h : s_w,
			scale_update = 1 / 1.2;
		for(let scale = start_scale; scale > 1; scale *= scale_update) {
			let w = (20 * scale) >> 0,
				endx = width - w - 1,
				endy = height - w - 1,
				step = Math.max(scale, 2) >> 0,
				inv_area = 1 / (w * w);
			for(let y = 0; y < endy; y += step) {
				for(let x = 0; x < endx; x += step) {
					let passed = detectOnSubImage(x, y, scale, ii, ii2, w, width + 1, inv_area);
					if(passed) return {x:x, y:y, w:w};
				}
			}
		}
		return null;
	}

	function detectOnSubImage(x, y, scale, ii, ii2, w, iiw, inv_area) {
		let mean = ((ii[(y + w) * iiw + x + w] || 0) + (ii[y * iiw + x] || 0) - (ii[(y + w) * iiw + x] || 0) - (ii[y * iiw + x + w] || 0)) * inv_area,
			vnorm = ((ii2[(y + w) * iiw + x + w] || 0) + (ii2[y * iiw + x] || 0) - (ii2[(y + w) * iiw + x] || 0) - (ii2[y * iiw + x + w] || 0)) * inv_area - (mean * mean);
		vnorm = vnorm > 1 ? Math.sqrt(vnorm) : 1;

		let count_data = detection.length;

		for(let i_stage = 0; i_stage < count_data; i_stage ++) {
			let stage = detection[i_stage],
				trees = stage[0],
				stage_thresh = stage[1],
				stage_sum = 0,
				count_trees = trees.length;

			for(let i_tree = 0; i_tree < count_trees; i_tree ++) {
				let tree = trees[i_tree],
					current_node = tree[0],
					tree_sum = 0;
				while(current_node != null) {
					let vals = current_node[0],
						node_thresh = vals[0],
						leftval = vals[1],
						rightval = vals[2],
						leftidx = vals[3],
						rightidx = vals[4],
						rects = current_node[1],
						rect_sum = 0,
						count_rects = rects.length;

					for(let i_rect = 0; i_rect < count_rects; i_rect ++) {
						let s = scale,
							rect = rects[i_rect],
							rx = (rect[0] * s + x) >> 0,
							ry = (rect[1] * s + y) >> 0,
							rw = (rect[2] * s) >> 0,
							rh = (rect[3] * s) >> 0,
							wt = rect[4],
							r_sum = ((ii[(ry + rh) * iiw + rx + rw] || 0) + (ii[ry * iiw + rx] || 0) - (ii[(ry + rh) * iiw + rx] || 0) - (ii[ry * iiw + rx + rw] || 0)) * wt;
						rect_sum += r_sum;
					}

					rect_sum *= inv_area;

					current_node = null;

					if(rect_sum >= node_thresh * vnorm) {
						if(rightidx == -1) {
							tree_sum = rightval;
						} else {
							current_node = tree[rightidx];
						}
					} else {
						if(leftidx == -1) {
							tree_sum = leftval;
						} else {
							current_node = tree[leftidx];
						}
					}
				}

				stage_sum += tree_sum;
			}
			if(stage_sum < stage_thresh) return false;
		}
		return true;
	}

	function alignDirection(img_width, img_height, x, y, w) {
		if(img_width == img_height) return 'center';
		if(img_width > img_height) {
			const iw = img_width - w,
				ratio = ((x << 1) - iw) / iw;
			return ratio < -.3 ? 'left' : (ratio > .3 ? 'right' : 'center');
		}
		const ih = img_height - w,
			ratio = ((y << 1) - ih) / ih;
		return ratio < -.3 ? 'top' : (ratio > .3 ? 'bottom' : 'middle');
	}

	function filterSmallFaces(faces) {
		let maxw = 0;
		faces.forEach(face => { maxw = Math.max(maxw, face.w); });
		maxw *= .4; // 최대크기 대비 60% 이상 작은것 없앰.
		return faces.filter(face => face.w > maxw);
	}

	function onLoadAlignDirection(img, classPrefix, multiple, resSize) {
		if(img.naturalWidth == img.naturalHeight) {
			return classPrefix + 'center';
		}
		let face;
		function centerMiddle() {
			return img.naturalWidth > img.naturalHeight ? 'center' : 'middle';
		}
		if(multiple) {
			let faces = faceDetect(img, img.naturalWidth, img.naturalHeight, 2, resSize);
			if(!faces) {
				return classPrefix + centerMiddle();
			}
			faces = filterSmallFaces(faces);
			if(faces.length > 1) {
				return classPrefix + centerMiddle();
			}
			face = faces[0];
		} else {
			face = faceDetect(img, img.naturalWidth, img.naturalHeight, false, resSize);
			if(!face) {
				return classPrefix + centerMiddle();
			}
		}
		const direction = alignDirection(img.naturalWidth, img.naturalHeight, face.x, face.y, face.w);
		if(!direction) {
			return classPrefix + centerMiddle();
		}
		return classPrefix + direction;
	}

	function onLoadAlignDirectionAddClass(img, classPrefix, multiple, resSize) {
		const direction = onLoadAlignDirection(img, classPrefix, multiple, resSize);
		img.classList.add(direction);
		return direction;
	}

	w.XenoFaceDetector = {
		Detect:faceDetect,
		AlignDirection:alignDirection,
		OnLoadAlignDirection:onLoadAlignDirection,
		FilterSmallFaces:filterSmallFaces,
		OnLoadAlignDirectionAddClass:onLoadAlignDirectionAddClass,
	};
})(window, document);