{"id":6276,"date":"2025-08-29T07:59:10","date_gmt":"2025-08-28T23:59:10","guid":{"rendered":"https:\/\/infernews.com\/?p=6276"},"modified":"2025-08-29T07:59:11","modified_gmt":"2025-08-28T23:59:11","slug":"vision-sr1-%e7%8d%a8%e7%89%b9%e7%9a%84%e8%a6%96%e8%a6%ba%e7%a9%ba%e9%96%93%e6%8e%a8%e7%90%86%e6%a9%9f%e5%88%b6","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/vision-sr1-%e7%8d%a8%e7%89%b9%e7%9a%84%e8%a6%96%e8%a6%ba%e7%a9%ba%e9%96%93%e6%8e%a8%e7%90%86%e6%a9%9f%e5%88%b6\/","title":{"rendered":"Vision-SR1 \u7368\u7279\u7684\u8996\u89ba\u7a7a\u9593\u63a8\u7406\u6a5f\u5236"},"content":{"rendered":"\n<p>\u4f60\u662f\u5426\u66fe\u56e0\u5716\u50cf\u6a21\u7cca\u800c\u611f\u5230\u56f0\u64fe\uff1f\u60f3\u653e\u5927\u7167\u7247\u537b\u53c8\u64d4\u5fc3\u7d30\u7bc0\u76e1\u5931\uff1f\u5728\u6578\u4f4d\u6642\u4ee3\uff0c\u6e05\u6670\u7684\u8996\u89ba\u9ad4\u9a57\u81f3\u95dc\u91cd\u8981\u3002\u4eca\u5929\uff0c\u6211\u5011\u5c07\u6df1\u5165\u63a2\u8a0e\u4e00\u9805\u4ee4\u4eba\u8208\u596e\u7684\u6280\u8853\u2014\u2014<a href=\"https:\/\/github.com\/zli12321\/Vision-SR1\">Vision-SR1<\/a>\uff0c\u4e00\u500b\u57fa\u65bc\u8996\u89ba\u7a7a\u9593\u63a8\u7406\u7db2\u8def\u7684\u5716\u50cf\u8d85\u89e3\u6790\u5ea6\u89e3\u6c7a\u65b9\u6848\uff0c\u5b83\u6709\u671b\u5fb9\u5e95\u6539\u8b8a\u6211\u5011\u8655\u7406\u4f4e\u89e3\u6790\u5ea6\u5716\u50cf\u7684\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u5716\u50cf\u8d85\u89e3\u6790\u5ea6\uff08Super-Resolution, SR\uff09\u7684\u76ee\u6a19\u662f\u5f9e\u4f4e\u89e3\u6790\u5ea6\uff08Low-Resolution, LR\uff09\u5716\u50cf\u4e2d\u91cd\u5efa\u51fa\u9ad8\u89e3\u6790\u5ea6\uff08High-Resolution, HR\uff09\u5716\u50cf\u3002\u9019\u9805\u6280\u8853\u5728\u76e3\u63a7\u3001\u91ab\u5b78\u5f71\u50cf\u3001\u5a1b\u6a02\u7b49\u591a\u500b\u9818\u57df\u90fd\u6709\u5ee3\u6cdb\u61c9\u7528\u3002\u7136\u800c\uff0c\u5982\u4f55\u6709\u6548\u6062\u5fa9\u7d30\u7bc0\u4e26\u751f\u6210\u903c\u771f\u7684\u9ad8\u89e3\u6790\u5ea6\u5716\u50cf\uff0c\u4e00\u76f4\u662f\u7814\u7a76\u4eba\u54e1\u9762\u81e8\u7684\u6311\u6230\u3002Vision-SR1 \u6b63\u662f\u70ba\u4e86\u89e3\u6c7a\u9019\u4e00\u6311\u6230\u800c\u8a95\u751f\u7684\u5275\u65b0\u65b9\u6cd5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/github.com\/zli12321\/Vision-SR1\"><img data-dominant-color=\"d9d3d0\" data-has-transparency=\"false\" style=\"--dominant-color: #d9d3d0;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"456\" src=\"\/blog\/wp-content\/uploads\/2025\/08\/Image-From-2508.19652v1.jpg\" alt=\"\" class=\"wp-image-6275 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/08\/Image-From-2508.19652v1.jpg 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/08\/Image-From-2508.19652v1-300x134.jpg 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/08\/Image-From-2508.19652v1-768x342.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>Vision-SR1 \u9805\u76ee\uff0c\u5168\u540d\u70ba\u300cVisual-Spatial Reasoning Network for Image Super-Resolution\u300d\uff08\u7528\u65bc\u5716\u50cf\u8d85\u89e3\u6790\u5ea6\u7684\u8996\u89ba\u7a7a\u9593\u63a8\u7406\u7db2\u8def\uff09\uff0c\u5176\u6838\u5fc3\u5728\u65bc\u5f15\u5165\u4e86\u4e00\u500b\u7368\u7279\u7684\u8996\u89ba\u7a7a\u9593\u63a8\u7406\u6a5f\u5236\u3002\u9019\u610f\u5473\u8457\u5b83\u4e0d\u50c5\u50c5\u662f\u7c21\u55ae\u5730\u653e\u5927\u5716\u50cf\uff0c\u800c\u662f\u80fd\u5920\u7406\u89e3\u5716\u50cf\u4e2d\u7684\u7a7a\u9593\u95dc\u4fc2\u548c\u8996\u89ba\u8a9e\u7fa9\uff0c\u9032\u800c\u66f4\u667a\u6167\u5730\u63a8\u65b7\u548c\u91cd\u5efa\u7f3a\u5931\u7684\u7d30\u7bc0\u3002\u900f\u904e\u9019\u7a2e\u65b9\u5f0f\uff0cVision-SR1 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SR\uff09\u7684\u76ee\u6a19\u662f\u5f9e\u4f4e\u89e3\u6790\u5ea6\uff08Low-Resolution, LR\uff09\u5716\u50cf\u4e2d\u91cd\u5efa\u51fa\u9ad8\u89e3\u6790\u5ea6\uff08High-Resolution, HR\uff09\u5716\u50cf\u3002\u9019\u9805\u6280\u8853\u5728\u76e3\u63a7\u3001\u91ab\u5b78\u5f71\u50cf\u3001\u5a1b\u6a02\u7b49\u591a\u500b\u9818\u57df\u90fd\u6709\u5ee3\u6cdb\u61c9\u7528\u3002\u7136\u800c\uff0c\u5982\u4f55\u6709\u6548\u6062\u5fa9\u7d30\u7bc0\u4e26\u751f\u6210\u903c\u771f\u7684\u9ad8\u89e3\u6790\u5ea6\u5716\u50cf\uff0c\u4e00\u76f4\u662f\u7814\u7a76\u4eba\u54e1\u9762\u81e8\u7684\u6311\u6230\u3002Vision-SR1 \u6b63\u662f\u70ba\u4e86\u89e3\u6c7a\u9019\u4e00\u6311\u6230\u800c\u8a95\u751f\u7684\u5275\u65b0\u65b9\u6cd5\u3002 Vision-SR1 \u9805\u76ee\uff0c\u5168\u540d\u70ba\u300cVisual-Spatial Reasoning Network for Image 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