{"id":2500,"date":"2022-12-06T22:18:23","date_gmt":"2022-12-06T14:18:23","guid":{"rendered":"https:\/\/divis.cn\/?p=2500"},"modified":"2026-02-07T19:21:07","modified_gmt":"2026-02-07T11:21:07","slug":"%e5%85%b3%e4%ba%8e%e5%9b%bd%e7%94%bb%e8%89%b2%e5%bd%a9%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"https:\/\/www.divis.cn\/index.php\/2022\/12\/06\/%e5%85%b3%e4%ba%8e%e5%9b%bd%e7%94%bb%e8%89%b2%e5%bd%a9%e5%88%86%e6%9e%90\/","title":{"rendered":"\u5173\u4e8e\u56fd\u753b\u8272\u5f69\u5206\u6790"},"content":{"rendered":"<p>\u5173\u4e8e\u56fd\u753b\u8272\u5f69\u5206\u6790\u7684\u7814\u7a76\u76ee\u6807\uff0c\u5927\u81f4\u53ef\u4ee5\u5f52\u7eb3\u4e3a\uff1a\u5206\u6790\u753b\u4f5c\u4e2d\u7684\u4e3b\u8981\u989c\u8272\u7684\u5360\u6bd4\/\u76f4\u65b9\u56fe\uff0c\u5206\u6790\u5176\u4e0e\u56fd\u753b\u6807\u5fd7\u6027\u8272\u5f69\/\u989c\u6599\u7684\u76f8\u4f3c\u5ea6\u548c\u6f14\u53d8\u5173\u7cfb\uff0c\u4ee5\u53ca\u5728\u6b64\u57fa\u7840\u4e0a\u7684\u76f8\u5173\u7814\u7a76\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u753b\u5fc3\u63d0\u53d6\u3001\u56fd\u753b\u8272\u5f69\u4fee\u590d\u7b49\u7b49\u3002\u4ee5\u4e0b\u603b\u7ed3\u76f8\u5173\u7684\u8bba\u6587\u548c\u65b9\u6cd5\u3002<\/p>\n<p>\u5728\u4e86\u89e3\u8fd9\u4e9b\u5185\u5bb9\u4e4b\u524d\uff0c\u6700\u597d\u5bf9\u989c\u8272\u57fa\u672c\u7406\u8bba\u6709\u4e2a\u5927\u6982\u7684\u8ba4\u77e5\u3002\u8fd9\u91cc\u6709\u4e2a<a href=\"https:\/\/web.ntnu.edu.tw\/~algo\/Color.html\">\u53f0\u6e7e\u5e08\u8303\u5927\u5b66\u7684\u6559\u804c\u5458\u5de5\u4e2a\u4eba\u7f51\u9875<\/a>\u5bf9\u6b64\u6709\u7b80\u5355\u603b\u7ed3\u3002\u5305\u62ec\u5982\u4e0b\u6982\u5ff5\uff1a<\/p>\n<ul>\n<li>Color Theory\uff08\u8272\u5f69\u7406\u8bba\uff09<\/li>\n<li>Color Perception(\u8272\u5f69\u611f\u77e5)<\/li>\n<li>Color Space(\u8272\u5f69\u7a7a\u95f4)<\/li>\n<li>Color Model(\u8272\u5f69\u6a21\u578b)<\/li>\n<li>Color Gamut(\u8272\u57df)<\/li>\n<li>Color Palette(\u8c03\u8272\u76d8)<\/li>\n<li>Color composition(\u989c\u8272\u6df7\u5408)<\/li>\n<li>Color Decomposition(\u989c\u8272\u5206\u89e3)<\/li>\n<li>Color to Grayscale(\u989c\u8272\u8f6c\u7070\u9636)<\/li>\n<li>Grayscale to Color (\u7070\u9636\u8f6c\u989c\u8272)<\/li>\n<li>Color Correction(\u989c\u8272\u6821\u6b63)<\/li>\n<\/ul>\n<h3>1.\u4ece\u4e00\u5f20\u56fe\u7247\u4e2d\u63d0\u53d6\u4e3b\u8981\u989c\u8272<\/h3>\n<p>\u8fd9\u4e2a\u5de5\u4f5c\u7684\u8981\u6c42\u662f\uff0c\u7edf\u8ba1\u4e00\u5f20\u56fe\u4e2d\u6240\u6709\u50cf\u7d20\u7684\u989c\u8272\uff0c\u5c06\u5176\u4e2d\u6700\u5e38\u51fa\u73b0\u524dN\uff08N&lt;10\uff09\u79cd\u989c\u8272\u7edf\u8ba1\u51fa\u6765\u3002\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528K-means\u805a\u7c7b\u7b97\u6cd5\uff0c\u5c06\u6700\u5e38\u51fa\u73b0\u7684\u524dN\u79cd\u989c\u8272\u76f4\u63a5\u8ba1\u7b97\u5f97\u51fa\u3002<\/p>\n<p>\u867d\u7136K-means\u4e5f\u53ef\u4ee5\u81ea\u5df1\u505a\uff0c\u4f46\u65e9\u6709\u4eba\u5199\u4e86\u65b9\u4fbf\u7684\u5de5\u5177<a href=\"http:\/\/mkweb.bcgsc.ca\/color-summarizer\/?analyze\"><i>Image Color Summarizer<\/i><\/a>\u53ef\u4ee5\u505a\u540c\u6837\u7684\u4e8b\u3002\u8be5\u5de5\u5177\u53ef\u4ee5\u8f93\u51fa rgb\u3001hex\u3001hsv\u3001lab\u3001lch\u3001xyz\u3001cmyk\u6a21\u5f0f\u989c\u8272\u503c\uff0c\u4ee5\u53ca\u63d0\u53d6\u6240\u9700\u989c\u8272\uff0c\u6bcf\u79cd\u989c\u8272\u5360\u6bd4\u3002\u8be5\u5de5\u5177\u6709\u5728\u7ebf\u6a21\u5f0f\u548c\u672c\u5730\u6a21\u5f0f\uff0c\u524d\u8005\u65b9\u4fbf\u8bbf\u95ee\uff0c\u7528\u6237\u53ef\u4ee5\u968f\u65f6\u63d0\u53d6\u4e00\u5f20\u56fe\u7247\u7684\u4e3b\u8981\u989c\u8272\uff1b\u540e\u8005\u4fbf\u4e8e\u6279\u5904\u7406\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u672c\u5730\u90e8\u7f72\u540e\u6279\u91cf\u63d0\u53d6\u5927\u91cf\u56fe\u7247\u7684\u4e3b\u8981\u989c\u8272\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium\" src=\"https:\/\/img.divis.cn\/2022\/12\/Pasted-8.png\" width=\"465\" height=\"306\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium aligncenter\" src=\"https:\/\/img.divis.cn\/2022\/12\/Pasted-6.png\" width=\"869\" height=\"723\" \/><\/p>\n<p>\u867d\u7136openCV\u4e4b\u7c7b\u7684\u5e93\u5305\u542b\u7684\u63d0\u53d6\u989c\u8272\u76f4\u65b9\u56fe\uff08\u5176\u7ed3\u679c\u5982\u4e0a\u56fe\u4e2d\u6700\u4e0b\u7684RGB\u76f4\u65b9\u56fe\uff09\uff0c\u4f46\u989c\u8272\u76f4\u65b9\u56fe\u8ddf\u63d0\u53d6\u753b\u4f5c\u4e2d\u7684\u4e3b\u8981\u989c\u8272\u8fd8\u662f\u4e24\u7801\u4e8b\u3002<\/p>\n<h3>2. \u6bd4\u8f83\u4e3b\u8981\u989c\u8272\u4e0e\u56fd\u753b\u6807\u51c6\u989c\u6599\u8272\u5f69\u7684\u76f8\u4f3c\u5ea6<\/h3>\n<p>\u9996\u5148\u6211\u4eec\u5df2\u7ecf\u6709\u4e86\u4e00\u4e2a\u56fd\u753b\u6807\u51c6\u989c\u6599\u8272\u5f69\u7684RGB\u3001CMYK\u6570\u503c\u5217\u8868\u3002\u90a3\u4e48\u5df2\u77e5\u989c\u8272\u503cX\u548c\u989c\u8272\u5217\u8868Array[A1\uff0cA2, &#8230;.. , An]\uff0c\u5982\u4f55\u5728\u989c\u8272\u5217\u8868Array\u4e2d\u9009\u51fa\u4e0eX\u6700\u63a5\u8fd1\u7684\u989c\u8272\uff1f<\/p>\n<p data-pid=\"z9Wvpurt\">\u5148\u5c06\u989c\u8272\u503cX\u548c\u989c\u8272\u5217\u8868Array[A1\uff0cA2, &#8230;.. , An]\u4e2d\u6240\u6709\u503c\u90fd\u8f6c\u6362\u6210lab\u7a7a\u95f4\u7684\u8868\u793a\u503c\u3002\u8fd9\u662f\u56e0\u4e3alab\u7a7a\u95f4\u76f8\u5bf9\u4e8eRGB\u7b49\u8272\u5f69\u7a7a\u95f4\u66f4\u63a5\u8fd1\u4e8e\u4eba\u773c\u5bf9\u8272\u5f69\u7684\u7406\u89e3\u3002<\/p>\n<p data-pid=\"-6Sg9BTU\">\u7136\u540e\u4f9d\u6b21\u904d\u5386\u8ba1\u7b97X\u4e0eA1, A2, &#8230;&#8230;, An\u7684\u989c\u8272\u8ddd\u79bb\uff0c\u53d6\u989c\u8272\u8ddd\u79bb\u6700\u4f4e\u8005\u5373\u53ef\u3002\u76ee\u524d\u989c\u8272\u8ddd\u79bb\u7684\u91cf\u5316\u516c\u5f0f\u6709\u4e24\u7c7b\uff0c\u5206\u522b\u662f\u8272\u5f69\u7a7a\u95f4\u5185\u7684\u6b27\u6c0f\u8ddd\u79bb\uff0c\u548c\u56fd\u9645\u7167\u660e\u59d4\u5458\u4f1a\u63a8\u8350\u7684\u8f83\u4e3a\u590d\u6742\u4f46\u66f4\u63a5\u8fd1\u4eba\u7c7b\u77e5\u89c9\u7684\u516c\u5f0f<a href=\"https:\/\/zhuanlan.zhihu.com\/p\/516917401\">CIEDE2000<\/a>\u3002<\/p>\n<p data-pid=\"-6Sg9BTU\"><img decoding=\"async\" id=\"thepasted-1\" class=\"origin_image zh-lightbox-thumb\" src=\"https:\/\/pic2.zhimg.com\/v2-7b99d3be3ea9c485c2a4ef6289964edd_b.jpg\" width=\"1141\" data-caption=\"\" data-size=\"normal\" data-rawwidth=\"1141\" data-rawheight=\"1237\" data-original=\"https:\/\/pic2.zhimg.com\/v2-7b99d3be3ea9c485c2a4ef6289964edd_r.jpg\" \/><\/p>\n<h3 data-pid=\"-6Sg9BTU\">3. \u753b\u5fc3\u4e0e\u88c5\u88f1\u5206\u79bb<\/h3>\n<p data-pid=\"-6Sg9BTU\">\u4f46\u662f\u4ee5\u4e0a\u65b9\u6cd5\u662f\u76f4\u63a5\u5c06\u56fd\u753b\u7684RGB\u56fe\u50cf\u8fdb\u884c\u989c\u8272\u805a\u7c7b\uff0c\u8fd9\u6837\u7684\u8bdd\u5c31\u4f1a\u628a\u7167\u7247\u4e2d\u4e0d\u5c5e\u4e8e\u56fd\u753b\u672c\u4f53\u7684\u90e8\u5206\uff08\u6bd4\u5982\u88c5\u88f1\u90e8\u5206\uff09\u4e5f\u7b97\u8fdb\u53bb\uff0c\u4ece\u800c\u5bfc\u81f4\u5206\u6790\u7ed3\u679c\u5931\u771f\u3002\u56e0\u6b64\u9996\u5148\u5f97\u628a\u56fd\u753b\u7684\u753b\u5fc3\u90e8\u4e0e\u88c5\u88f1\u90e8\u5206\u5206\u79bb\u3002<\/p>\n<p data-pid=\"-6Sg9BTU\"><img decoding=\"async\" class=\"alignnone wp-image-2504 size-full\" src=\"https:\/\/zhangdi.dengxinbo.cn\/wp-content\/uploads\/2022\/12\/Pasted-8.png\" \/>\u8fd9\u4e00\u6b65\u53ef\u4ee5\u4f7f\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u4e2d\u7684\u8bed\u4e49\u5206\u5272\u6765\u505a\uff0c\u533a\u5206\u51fa\u524d\u666f\uff08\u753b\u5fc3\uff09\u548c\u80cc\u666f\uff08\u88c5\u88f1\uff09\u3002\u8003\u8651\u5230\u56fd\u753b\u6807\u6ce8\u6570\u636e\u91cf\u5e76\u4e0d\u5927\uff0c\u6240\u4ee5\u8fd9\u9700\u8981\u5c0f\u6837\u672c\u5b66\u4e60\u6bd4\u8f83\u597d\u3002\u4f8b\u5982\u6d59\u5927\u7684\u8fd9\u7247\u6587\u7ae0\uff1a<a href=\"https:\/\/openreview.net\/pdf?id=hBaI5MY0CBz\">Feature-Proxy Transformer for Few-Shot Segmentation<\/a><\/p>\n<h3 data-pid=\"-6Sg9BTU\">4.\u7559\u767d\u4e0e\u8272\u5f69\u5206\u79bb<\/h3>\n<p data-pid=\"-6Sg9BTU\">\u4ee5\u4e0a\u6b65\u9aa4\u662f\u63d0\u53d6\u7684\u753b\u5fc3\uff0c\u4f46\u662f\u8fd8\u672a\u4e2d\u56fd\u5510\u671d\u672b\u5e74\u4ee5\u540e\u7684\u56fd\u753b\uff0c\u5f00\u59cb\u9010\u6e10\u6d41\u884c\u201c\u7559\u767d\u201d\u8fd9\u79cd\u98ce\u683c\u3002\u4e5f\u5c31\u662f\u8bf4\u4e0d\u4f1a\u50cf\u6cb9\u753b\u90a3\u6837\u7528\u989c\u6599\u6d82\u6ee1\u6574\u4e2a\u753b\u5e03\u6216\u753b\u7eb8\uff0c\u800c\u662f\u4f1a\u7559\u4e0b\u5f88\u591a\u753b\u5e03\u6216\u753b\u7eb8\u7684\u672c\u8272\u7a7a\u95f4\u3002\u5982\u679c\u8ba1\u7b97\u56fd\u753b\u6240\u7528\u989c\u6599\u7684\u65f6\u5019\u628a\u8fd9\u4e9b\u753b\u5e03\u6216\u753b\u7eb8\u7684\u989c\u8272\u4e5f\u7b97\u8fdb\u53bb\uff0c\u90a3\u663e\u7136\u4f1a\u5bf9\u989c\u6599\u5206\u6790\u9020\u6210\u5e72\u6270\u3002\u56e0\u6b64\u9700\u8981\u628a\u56fd\u753b\u7684\u201c\u6709\u989c\u8272\u201d\u7684\u90e8\u5206\u63d0\u53d6\u51fa\u6765\u3002\u76f4\u63a5\u63d0\u53d6\u201c\u6709\u989c\u8272\u201d\u7684\u90e8\u5206\u6050\u6015\u4e0d\u592a\u5bb9\u6613\uff0c\u4f46\u53cd\u8fc7\u6765\u628a\u201c\u753b\u5e03\u6216\u753b\u7eb8\u7684\u989c\u8272\u201d\u63d0\u53d6\u540e\u518d\u505a\u201c\u6709\u989c\u8272\u201d\u7684\u90e8\u5206\u7684\u63d0\u53d6\u5c31\u5bb9\u6613\u5730\u591a\u3002\u5177\u4f53\u63d0\u53d6\u7559\u767d\uff0c\u4e5f\u53ef\u4ee5\u91c7\u7528\u8bed\u4e49\u5206\u5272\u7684\u65b9\u5f0f\u6765\u505a\u3002\u5177\u4f53\u53ef\u4ee5\u53c2\u8003\u8fd9\u7bc7\u6587\u7ae0\uff1aA computational study of empty space ratios in Chinese landscape painting from 618\u20132011<\/p>\n<h3 data-pid=\"-6Sg9BTU\">5. \u8272\u5f69\u5408\u6210\u548c\u8272\u5f69\u5206\u89e3<\/h3>\n<p data-pid=\"-6Sg9BTU\">\u4e4b\u524d\u6211\u4eec\u901a\u8fc7\u50cf\u7d20\u805a\u7c7b\u518d\u8ba1\u7b97\u4e0e\u8272\u8868\u7684\u989c\u8272\u8ddd\u79bb\u7684\u65b9\u5f0f\uff0c\u8fd8\u539f\u56fd\u753b\u7ed8\u753b\u65f6\u5b9e\u9645\u91c7\u7528\u4e86\u54ea\u4e9b\u989c\u6599\uff0c\u5176\u5b9e\u662f\u4e0d\u592a\u7b26\u5408\u5b9e\u9645\u7684\u3002\u56e0\u4e3a\u771f\u5b9e\u7ed8\u753b\u8fc7\u7a0b\u4e2d\uff0c\u5f88\u591a\u4e2d\u95f4\u8272\u5b9e\u9645\u662f\u5176\u4ed6\u989c\u8272\u8c03\u548c\u800c\u6210\u7684\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u8272\u5f69\u805a\u7c7b\u51fa\u7684\u4e3b\u8272\uff0c\u5e76\u4e0d\u4e00\u5b9a\u662f\u4e0e\u5176\u989c\u8272\u8ddd\u79bb\u6700\u63a5\u8fd1\u7684\u989c\u8272\u753b\u7684\uff0c\u800c\u5f88\u6709\u53ef\u80fd\u662f\u4e24\u79cd\u5bf9\u6bd4\u5ea6\u5dee\u5f02\u5f88\u5927\u7684\u989c\u8272\u8c03\u548c\u800c\u6210\u7684\u7ed3\u679c\u3002\u56e0\u6b64\u4ece\u56fe\u50cf\u91cd\u5efa\u51fa\u8c03\u8272\u677f\u7684\u8fc7\u7a0b\uff0c\u5e76\u4e0d\u662f\u7b97\u4e2a\u989c\u8272\u8ddd\u79bb\u8fd9\u4e48\u7b80\u5355\u3002<\/p>\n<p data-pid=\"-6Sg9BTU\">\u4ece\u4e00\u526f\u753b\u4f5c\u4e2d\u8fd8\u539f\u5b83\u6240\u7528\u7684\u8c03\u8272\u677f\uff0c\u8fd9\u4e2a\u5de5\u4f5c\u672c\u8d28\u4e0a\u662f\u8272\u5f69\u5408\u6210\uff08Color Composition\uff09\u7684\u9006\u8fc7\u7a0b\uff1a\u8272\u5f69\u5206\u89e3\uff08Color Decomposition\uff09\u3002\u8272\u5f69\u5408\u6210\u548c\u8272\u5f69\u5206\u89e3\uff0c\u4e00\u76f4\u662f\u827a\u672f\u3001\u8bbe\u8ba1\u548c\u53ef\u89c6\u5316\u4e2d\u89c6\u89c9\u5e94\u7528\u7684\u4e00\u4e2a\u91cd\u8981\u65b9\u9762\uff0c\u957f\u671f\u4ee5\u6765\u5c31\u88ab\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u3001\u56fe\u50cf\u5904\u7406\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u7814\u7a76\u8005\u8fdb\u884c\u7740\u7814\u7a76\u3002<\/p>\n<p data-pid=\"-6Sg9BTU\">\u8272\u5f69\u5408\u6210\u7814\u7a76\u591a\u79cd\u989c\u8272\u6df7\u5408\u540e\u5982\u4f55\u53d8\u6210\u65b0\u989c\u8272\u3002\u4e0d\u8fc7\u8ba1\u7b97\u673a\u9886\u57df\u7684\u90a3\u4e48\u591a\u8272\u5f69\u7a7a\u95f4\uff0c\u4ece\u8bbe\u8ba1\u4e4b\u521d\u90fd\u6ca1\u6709\u4ed4\u7ec6\u8003\u8651\u8fc7\u591a\u79cd\u989c\u8272\u662f\u6df7\u5408\u540e\u7684\u7ed3\u679c\u8be5\u5982\u4f55\u8ba1\u7b97\u3002\u6240\u4ee5\u60f3\u5728\u8ba1\u7b97\u673a\u5c4f\u5e55\u4e0a\u76f4\u89c2\u5730\u5c55\u793a\u989c\u8272\u6df7\u5408\u5e76\u975e\u6613\u4e8b\u3002<\/p>\n<p data-pid=\"-6Sg9BTU\">\u56e0\u6b64\uff0c\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u9886\u57df\u572890\u5e74\u4ee3\u5f15\u5165\u4e86<a href=\"https:\/\/en.wikipedia.org\/wiki\/Kubelka%E2%80%93Munk_theory\">kubelka-munk\u7406\u8bba<\/a>\u7528\u4e8e\u8ba1\u7b97\u6df7\u8272\u3002\u8be5\u7406\u8bba\u662f1931\u5e74\u7531\u5de5\u4e1a\u6cb9\u6f06\u55b7\u6d82\u7684\u9700\u6c42\u7814\u53d1\u800c\u6765\uff0c\u5b83\u5047\u8bbe\u7269\u4f53\u7684\u989c\u8272\u53d6\u51b3\u4e8e\u7269\u4f53\u8868\u9762\u7740\u8272\u5242\u5bf9\u5149\u7684\u9009\u62e9\u6027\u5438\u6536\u540e\u6563\u5c04\u51fa\u6765\u7684\u5149\u7ebf\uff0c\u6784\u9020\u4e86\u4e00\u4e2a\u57fa\u4e8e\u591a\u79cd\u7740\u8272\u5242\u7684\u5149\u5438\u6536\u7cfb\u6570\u3001\u53cd\u5c04\u7cfb\u6570\u3001\u6d53\u5ea6\u3001\u5c42\u539a\u7b49\u53c2\u6570\u6765\u8ba1\u7b97\u5f53\u524d\u7269\u4f53\u8868\u9762\u989c\u8272\u7684\u6570\u5b66\u6a21\u578b\u3002\u4f7f\u7528\u8be5\u6a21\u578b\uff0c\u4e00\u7cfb\u5217\u7814\u7a76\u8005\u505a\u5230\u4e86\u8ba1\u7b97\u673a\u5bf9\u6c34\u5f69\u753b\u3001\u6cb9\u753b\u3001\u58a8\u6c34\u548c\u7c89\u5f69\u7684\u903c\u771f\u6a21\u62df\uff0c\u4f46\u662f\u8be5\u6a21\u578b\u4e00\u76f4\u6ca1\u6709\u7528\u5728\u666e\u901a\u7ed8\u56fe\u8f6f\u4ef6\u4e2d\u5e94\u7528\u3002\u8fd9\u662f\u56e0\u4e3a\u76f8\u5bf9\u4e8eRGB\u8272\u5f69\u7a7a\u95f4\u4e2d\u4e00\u4e2a\u50cf\u7d20\u4ec5\u7531\u4e09\u4e2a\u901a\u9053\uff08Red, Green, Blue\uff09\u51b3\u5b9a\uff0ckubelka-munk \u6df7\u8272\u6a21\u578b\u4e2d\u8ba1\u7b97\u4e00\u4e2a\u50cf\u7d20\u7684\u989c\u8272\u5c31\u9700\u8981\u66f4\u591a\u901a\u9053\uff08\u8bbe\u8c03\u8272\u677f\u753115\u79cd\u989c\u8272\uff0c\u5219\u53ef\u80fd\u670945\u4e2a\u901a\u9053\u5f71\u54cd\u50cf\u7d20\u989c\u8272\uff09\uff0c\u8fd9\u5c06\u5e26\u6765\u6781\u5927\u7684\u6027\u80fd\u6210\u672c\u3002\u56e0\u6b64\u8981\u5728RGB\u8272\u5f69\u7a7a\u95f4\u4e2d\u5e94\u7528\u7c7b\u4f3ckubelka-munk \u6df7\u8272\u6a21\u578b\u7684\u6df7\u8272\u6548\u679c\uff0c\u5fc5\u987b\u8981\u8de8\u8d8a\u8fd9\u4e00\u7ef4\u5ea6\u9e3f\u6c9f\uff0c\u800c\u8fd9\u53ea\u6709\u501f\u52a9\u4e8e<span style=\"font-size: 1.125rem;\">\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u3002<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium alignleft\" src=\"https:\/\/img.divis.cn\/2022\/12\/Pasted-10.png\" width=\"589\" height=\"412\" \/><\/p>\n<p data-pid=\"-6Sg9BTU\">\u76f4\u52302021\u5e74\uff0c\u5728\u8bba\u6587<a href=\"https:\/\/dl.acm.org\/doi\/abs\/10.1145\/3478513.3480549\">Practical pigment mixing for digital painting<\/a>\u4e2d\uff0c\u4f5c\u8005Sochorov\u00e1 \u548c Jamri\u0161ka\u5bf9 kubelka-munk \u989c\u6599\u6df7\u5408\u7b97\u6cd5\u8fdb\u884c\u4e86\u8c03\u6574\uff0c\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528RGB \u989c\u8272\u7a7a\u95f4\u3002\u4ed6\u4eec\u7684\u201cMixbox\u201d\u65b9\u6cd5\u901a\u8fc7\u5c06\u8f93\u5165\u8f6c\u6362\u4e3a<a class=\"mw-redirect\" title=\"\u4e09\u8272\" href=\"https:\/\/en.wikipedia.org\/wiki\/CMYK\">CMYK\u8272\u5f69\u7a7a\u95f4<\/a>\u52a0\u4e0a\u6b8b\u5dee\uff08\u4ee5\u89e3\u51b3\u8272\u57df\u5dee\u5f02\uff09\uff0c\u7136\u540e\u5728<a title=\"\u6f5c\u5728\u7a7a\u95f4\" href=\"https:\/\/en.wikipedia.org\/wiki\/Latent_space\">\u5d4c\u5165\u7a7a\u95f4<\/a>\u4e2d\u6267\u884c kubelka-munk \u989c\u6599\u6df7\u5408\u7b97\u6cd5\uff0c\u6700\u540e\u4ee5 RGB \u8272\u5f69\u7a7a\u95f4\u751f\u6210\u8f93\u51fa\u3002\u8fd9\u610f\u5473\u7740\uff0c\u4ee5\u540e\u91c7\u7528\u8be5\u65b9\u6cd5\u7684\u6570\u5b57\u7ed8\u753b\u8f6f\u4ef6\u5c06\u80fd\u591f\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6a21\u62df\u771f\u5b9e\u989c\u6599\u8c03\u8272\u7684\u65b9\u5f0f\uff0c\u4ece\u800c\u66f4\u52a0\u62df\u771f\u3002\u518d\u52a0\u4e0aAI\u7ed8\u753b\u63d0\u4f9b\u7684\u5bf9\u7532\u65b9\u5b9d\u5177\uff08\u9700\u6c42\u5206\u6790\u6548\u7387\u5927\u5e45\u63d0\u5347\uff09\uff0c\u6570\u5b57\u7ed8\u753b\u672a\u6765\u771f\u7684\u4e0d\u53ef\u9650\u91cf\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium alignleft\" src=\"https:\/\/img.divis.cn\/2022\/12\/Pasted-9.png\" width=\"934\" height=\"384\" \/><\/p>\n<p data-pid=\"-6Sg9BTU\">\u53e6\u4e00\u65b9\u9762\uff0c\u989c\u8272\u5206\u89e3\u5c31\u662f\u4ece\u4e00\u5f20\u56fe\u539f\u6709\u7684\u989c\u8272\u4e2d\u5206\u89e3\u51fa\u7531\u51e0\u79cd\u989c\u8272\u7ec4\u6210\u7684\u8c03\u8272\u677f\u3002\u56fd\u5916\u5bf9\u4e8e\u6cb9\u753b\u3001\u6c34\u5f69\u753b\u5df2\u505a\u8fc7\u8fd9\u6837\u5de5\u4f5c\u3002\u4f8b\u5982\u6c34\u5f69\u753b\u6709\u8fd9\u7bc7\u6587\u7ae0\uff1a<a href=\"https:\/\/pages.cs.huji.ac.il\/danix\/publications\/Recoloring-NPAR17.pdf\">Pigment-Based Recoloring of Watercolor Paintings<\/a>\uff0c\u548c\u6cb9\u753b\u7684\u8fd9\u7bc7\u6587\u7ae0\uff1a<a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/8418388\">Pigmento: Pigment-Based Image Analysis and Editing<\/a>\u3002\u8fd9\u4e9b\u6587\u7ae0\u90fd\u4f9d\u8d56\u4e8eKubelka Munk\u6a21\u578b\u6765\u9884\u6d4b\u56fe\u7247\u5bf9\u5e94\u4e8e\u54ea\u4e9b\u989c\u8272\u7ec4\u6210\u7684\u8c03\u8272\u677f\u3002\u5177\u4f53\u7684\u505a\u6cd5\u662f\u5c06\u6bcf\u4e2a\u50cf\u7d20\u7684\u989c\u8272\u90fd\u7406\u89e3\u4e3a\u989c\u6599\u7684\u52a0\u6743\u6df7\u5408\u7269\u3002\u7136\u540e\u786e\u5b9a\u4e00\u7ec4\u4e3b\u7740\u8272\u7cfb\u6570\uff0c\u7136\u540e\u6c42\u89e3\u6df7\u5408\u6743\u91cd\uff0c\u5c06\u6574\u4e2a\u95ee\u9898\u53d8\u4e3a\u6743\u91cd\u6570\u503c\u7684\u4f18\u5316\u95ee\u9898\u3002\u6700\u7ec8\u5f97\u5230\u7684\u8c03\u8272\u677f\uff0c\u53ef\u4ee5\u4f7f\u7528Kubelka Munk\u6df7\u5408\u7b97\u6cd5\u91cd\u65b0\u521b\u5efaRGB\u56fe\u50cf\uff0c\u91cd\u65b0\u521b\u5efa\u7684\u56fe\u50cf\u4e0e\u539f\u56fe\u53ea\u6709\u5f88\u5c0f\u7684\u8bef\u5dee\u3002<\/p>\n<p data-pid=\"-6Sg9BTU\">\u5f53\u7136\u8c03\u8272\u677f\u7684\u9884\u6d4b\u7ed3\u679c\u4e0d\u662f\u552f\u4e00\u7684\uff0c\u56e0\u4e3a\u9884\u6d4b\u8fc7\u7a0b\u6709\u70b9\u50cf\u6570\u5b66\u7684\u5085\u91cc\u53f6\u53d8\u6362\uff0c\u540c\u4e00\u5f20\u56fe\u53ef\u4ee5\u5bf9\u5e94\u591a\u79cd\u8c03\u8272\u677f\u3002\u5982\u679c\u914d\u5408\u91d1\u77f3\u5b66\u3001\u8003\u53e4\u5b66\u83b7\u5f97\u7684\u4e00\u624b\u8d44\u6599\uff0c\u4f8b\u5982\u5b8b\u671d\u65f6\u67d0\u4e2a\u5730\u533a\u5e38\u89c1\u7684\u56fd\u753b\u989c\u6599\u7684\u8272\u5f69\uff0c\u628a\u8fd9\u4e9b\u8272\u5f69\u4f5c\u4e3a\u9884\u6d4b\u8c03\u8272\u677f\u7684\u53d6\u503c\u7ea6\u675f\uff0c\u90a3\u4e48\u5c31\u6709\u6781\u5927\u53ef\u80fd\u8fd8\u539f\u5f53\u5e74\u7ed8\u5236\u56fd\u753b\u7684\u771f\u5b9e\u8c03\u8272\u677f\u3002<\/p>\n<h3 data-pid=\"-6Sg9BTU\">6. \u5173\u4e8e\u8fdb\u4e00\u6b65\u63a2\u7d22\u7814\u7a76\u70b9\u7684\u601d\u8def<\/h3>\n<p data-pid=\"-6Sg9BTU\">\u867d\u7136\u5173\u4e8e\u989c\u8272\u5408\u6210\u548c\u989c\u8272\u5206\u89e3\uff0c\u4e3b\u6d41\u7684\u65b9\u6cd5\u53ea\u6709<a href=\"https:\/\/en.wikipedia.org\/wiki\/Kubelka%E2%80%93Munk_theory\">kubelka-munk\u7406\u8bba<\/a>\u3002\u663e\u7136\u56fd\u753b\u4e5f\u53ef\u4ee5\u7528\u540c\u6837\u7684\u65b9\u6cd5\u5904\u7406\u3002\u4f46\u662f\u5c06\u5176\u5e94\u7528\u4e8e\u56fd\u753b\uff0c\u4e00\u65b9\u9762\u8fd9\u4e8b\u5341\u6709\u516b\u4e5d\u65e9\u88ab\u4eba\u505a\u4e86\uff0c\u53e6\u4e00\u65b9\u9762\u521b\u65b0\u70b9\u4e5f\u4e0d\u8db3\u3002\u5bf9\u6b64\u6709\u51e0\u79cd\u601d\u8def\uff1a<\/p>\n<p data-pid=\"-6Sg9BTU\">\u9996\u5148\u662f\u5bf9\u6df7\u8272\u6a21\u578b\u7684\u6539\u8fdb\u3002kubelka-munk\u7406\u8bba\u4e5f\u4e0d\u662f\u6ca1\u6709\u7455\u75b5\u7684\u3002\u4e00\u4e9b\u5177\u4f53\u7684\u8ba8\u8bba\u53ef\u4ee5\u53c2\u8003\u5b83\u7684wiki\u3002\u4f46\u662f\u663e\u7136\u6539\u8fdb\u6df7\u8272\u6a21\u578b\u5728\u8ba1\u7b97\u673a\u4e2d\u7684\u5b9e\u73b0\u4e0d\u662f\u6211\u7684\u957f\u9879\uff0c\u56e0\u4e3a\u5b83\u4eec\u516c\u5f0f\u53c8\u957f\u6761\u4ef6\u53c8\u591a\u8ba9\u4eba\u8111\u58f3\u75db\u3002<\/p>\n<p data-pid=\"-6Sg9BTU\">\u5176\u6b21\u662f\u53ef\u4ee5\u8003\u8651\u81ea\u52a8\u63d0\u53d6\u7b14\u89e6\u7684\u95ee\u9898\u3002\u4f7f\u7528kubelka-munk\u7406\u8bba\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u8fd8\u53ef\u4ee5\u5728\u7ed8\u753b\u4e2d\u63d0\u53d6\u7b14\u89e6\uff08\u5982\u5f62\u72b6\u3001\u591c\u8272\u3001\u7eb9\u7406\u3001\u91cd\u53e0\uff09\u3002\u5177\u4f53\u53ef\u4ee5\u53c2\u8003\u8fd9\u7bc7\u6587\u7ae0\uff1a<a href=\"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3429742\">Fast Accurate and Automatic Brushstroke Extraction<\/a><\/p>\n<p data-pid=\"-6Sg9BTU\">\u6700\u540e\u6b22\u8fce\u611f\u5174\u8da3\u7684\u8001\u5e08\u540c\u5b66\u7559\u8a00\u8ba8\u8bba\u3002<\/p>\n<p data-pid=\"-6Sg9BTU\">\n","protected":false},"excerpt":{"rendered":"<p>\u5173\u4e8e\u56fd\u753b\u8272\u5f69\u5206\u6790\u7684\u7814\u7a76\u76ee\u6807\uff0c\u5927\u81f4\u53ef\u4ee5\u5f52\u7eb3<\/p>\n","protected":false},"author":1,"featured_media":2505,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[91,154],"class_list":["post-2500","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-visualization","tag-91","tag-154"],"_links":{"self":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/2500","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/comments?post=2500"}],"version-history":[{"count":2,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/2500\/revisions"}],"predecessor-version":[{"id":3077,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/posts\/2500\/revisions\/3077"}],"wp:attachment":[{"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/media?parent=2500"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/categories?post=2500"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.divis.cn\/index.php\/wp-json\/wp\/v2\/tags?post=2500"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}