{"id":43229,"date":"2021-09-06T14:53:00","date_gmt":"2021-09-06T07:53:00","guid":{"rendered":"https:\/\/www.xinwengao.com\/cn\/pr\/2021090614530043229"},"modified":"2021-09-06T21:38:00","modified_gmt":"2021-09-06T13:38:00","slug":"%e5%a4%a7%e5%8d%8e%e8%82%a1%e4%bb%bd%e8%bd%bb%e9%87%8f%e5%8c%96ai%e6%8a%80%e6%9c%af%e6%96%a9%e8%8e%b7cvpr%e8%a7%86%e8%a7%89%e9%a1%b6%e4%bc%9aisp%e8%b5%9b%e9%81%93%e5%86%a0%e5%86%9b","status":"publish","type":"post","link":"https:\/\/www.xinwengao.com\/cn\/pr\/2021090614530043229","title":{"rendered":"\u5927\u534e\u80a1\u4efd\u8f7b\u91cf\u5316AI\u6280\u672f\u65a9\u83b7CVPR\u89c6\u89c9\u9876\u4f1aISP\u8d5b\u9053\u51a0\u519b"},"content":{"rendered":"

\u676d\u5dde2021\u5e749\u67086\u65e5 \/\u7f8e\u901a\u793e\/ — \u8fd1\u65e5\uff0c\u7531CVPR\u4e3b\u529e\u7684MAI\uff08Mobile AI Workshop\uff09\u5206\u4f1a\u8fd1\u671f\u5728\u7ebf\u4e0a\u4e3e\u884c\u3002\u4f5c\u4e3a\u56fe\u50cf\u9886\u57df\u6700\u5177\u5f71\u54cd\u529b\u7684\u8d5b\u4e8b\u4e4b\u4e00\uff0c\u672c\u5c4aMAI 2021\u6311\u6218\u8d5b\u7531\u534e\u4e3a\u3001OPPO\u3001MTK\u3001SAMSUNG\u3001\u82cf\u9ece\u4e16\u7406\u5de5\u5171\u540c\u4e3b\u529e\u3002\u53c2\u8d5b\u961f\u4f0d\u805a\u96c6\u4e86\u534e\u4e3a\u3001\u767e\u5ea6\u3001\u5546\u6c64\u3001Horizon\u7b49\u56fd\u5185\u5916\u9876\u5c16AI\u56e2\u961f\u3002\u5927\u534e\u80a1\u4efd\u56fe\u50cf\u7b97\u6cd5\u90e8dh_isp\u56e2\u961f\u63d0\u51fa\u7684\u8f7b\u91cf\u5316\u7f51\u7edc\u4e00\u4e3e\u6458\u5f97ISP\u8d5b\u9053\u51a0\u519b\uff0c\u5145\u5206\u5c55\u793a\u4e86\u5927\u534e\u5728\u56fe\u50cf\u589e\u5f3a\u9886\u57df\u7684\u5f00\u62d3\u521b\u65b0\u7684\u5b9e\u529b\u3002<\/p>\n

\n

\"\u5927\u534e\u80a1\u4efd\u8f7b\u91cf\u5316AI\u6280\u672f\u65a9\u83b7CVPR\u89c6\u89c9\u9876\u4f1aISP\u8d5b\u9053\u51a0\u519b\"<\/a>
\u5927\u534e\u80a1\u4efd\u8f7b\u91cf\u5316AI\u6280\u672f\u65a9\u83b7CVPR\u89c6\u89c9\u9876\u4f1aISP\u8d5b\u9053\u51a0\u519b<\/span><\/p>\n<\/p><\/div>\n

\u4e0d\u540c\u4e8e\u90e8\u7f72\u4e8e\u4e91\u7aef\uff0c\u7531\u4e8e\u5b58\u50a8\u7a7a\u95f4\u3001\u529f\u8017\u53ca\u7b97\u529b\u8d44\u6e90\u9650\u5236\uff0c\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u5728\u79fb\u52a8\u8bbe\u5907\u548c\u5d4c\u5165\u5f0f\u8bbe\u5907\u4e0a\u7684\u5b58\u50a8\u4e0e\u8ba1\u7b97\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u6311\u6218\u3002\u8f7b\u91cf\u5316\u7f51\u7edc\u65e8\u5728\u4fdd\u6301\u6a21\u578b\u7cbe\u5ea6\u57fa\u7840\u4e0a\u8fdb\u4e00\u6b65\u51cf\u5c11\u6a21\u578b\u53c2\u6570\u91cf\u548c\u590d\u6742\u5ea6\u3002\u8f7b\u91cf\u5316\u7f51\u7edc\u65e2\u5305\u542b\u4e86\u5bf9\u7f51\u7edc\u7ed3\u6784\u7684\u63a2\u7d22\uff0c\u53c8\u6709\u4f8b\u5982\u77e5\u8bc6\u84b8\u998f\u3001\u526a\u679d\u7b49\u6a21\u578b\u538b\u7f29\u6280\u672f\u7684\u8fd0\u7528\uff0c\u63a8\u52a8\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u5728\u79fb\u52a8\u7aef\uff0c\u5d4c\u5165\u5f0f\u7684\u5e94\u7528\u843d\u5730\uff0c\u5728\u667a\u80fd\u5bb6\u5c45\u3001\u5b89\u9632\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u667a\u6167\u6d77\u6d0b\u7b49\u9886\u57df\u90fd\u6709\u91cd\u8981\u8d21\u732e\u3002<\/p>\n

Learned Smartphone ISP Challenge\u7ade\u8d5b\u81f4\u529b\u4e8e\u4fc3\u8fdb\u4e1a\u5185\u4f7f\u7528\u6df1\u5ea6\u5b66\u4e60\u7684\u65b9\u6cd5\u66ff\u4ee3\u4f20\u7edfISP\u6a21\u5757\uff0c\u5bf9\u76f8\u673a\u83b7\u5f97\u7684RAW\u6570\u636e\u76f4\u63a5\u8f6c\u6362\u4e3aRGB\u56fe\u50cf\uff0c\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u6210\u50cf\u6548\u679c\uff0c\u540c\u65f6\u4e5f\u80fd\u591f\u89e3\u51b3\u4f20\u7edfISP\u6a21\u5757\u4f9d\u8d56\u5927\u91cf\u4eba\u5de5\u7ecf\u9a8c\u8c03\u53c2\u7684\u96be\u9898\u3002<\/p>\n

\u5728\u5927\u8d5b\u4e2d\uff0c\u5927\u534edh_isp\u56e2\u961f\u57fa\u4e8e\u81ea\u8eab\u5728ISP\u9886\u57df\u7684\u79ef\u7d2f\uff0c\u901a\u8fc7\u6df1\u5165\u5206\u6790\u4efb\u52a1\u7684\u7279\u70b9\u548c\u75db\u70b9\uff0c\u63d0\u51fa\u4e00\u6b3e\u9ad8\u6548\u3001\u9ad8\u6027\u80fd\u7684\u7f51\u7edc\uff0c\u7f51\u7edc\u8bbe\u8ba1\u7acb\u8db3\u4e8e\u56fe\u50cf\u91cd\u5efa\u4efb\u52a1\u7279\u6027\uff0c\u5e76\u57fa\u4e8e\u56fe\u50cf\u4efb\u52a1\u91c7\u53d6\u4e86\u7279\u6b8a\u7684\u635f\u5931\u51fd\u6570\u548c\u8bad\u7ec3\u65b9\u5f0f\uff0c\u4f7f\u7f51\u7edc\u5728\u8017\u65f6\u6700\u5c0f\u7684\u60c5\u51b5\u4e0b\uff0c\u83b7\u5f97\u5f88\u597d\u7684\u4e3b\u89c2\u6548\u679c\uff0c\u5728\u7efc\u5408\u6392\u540d\u4e2d\uff0c\u4ee5\u660e\u663e\u7684\u4f18\u52bf\u83b7\u5f97\u6842\u51a0\uff0c\u5f70\u663e\u4e86\u5927\u534e\u56fe\u50cf\u6210\u50cf\u3001\u56fe\u50cf\u589e\u5f3a\u3001\u8f7b\u91cf\u5316\u7f51\u7edc\u8bbe\u8ba1\u7b49\u9886\u57df\u7684\u6280\u672f\u79ef\u7d2f\u53ca\u5f00\u62d3\u521b\u65b0\u80fd\u529b\u3002<\/p>\n

\u5927\u534e<\/span>\u80a1\u4efd\u4f5c\u4e3a\u667a\u6167\u7269\u8054\u884c\u4e1a\u5934\u90e8\u4f01\u4e1a\uff0c\u6df1\u8015ISP\u6280\u672f\u8fd1\u5341\u5e74\uff0c\u591a\u5e74\u7684\u4ea7\u54c1\u8fed\u4ee3\u4f7f\u5927\u534e\u7684ISP\u56e2\u961f\u79ef\u7d2f\u4e86\u6df1\u539a\u7684\u6280\u672f\u529f\u5e95\u3002\u4f34\u968f\u7740AI\u76f8\u5173\u6280\u672f\u7684\u84ec\u52c3\u53d1\u5c55\uff0c\u5982\u4f55\u5229\u7528AI\u8fdb\u884c\u5e95\u5c42\uff08low-level\uff09\u56fe\u50cf\u5904\u7406\u4ee5\u5e26\u6765\u66f4\u597d\u7684\u56fe\u50cf\u8d28\u91cf\u6df1\u53d7\u884c\u4e1a\u7814\u7a76\u5173\u6ce8\u3002AI+\u964d\u566a\u3001\u63d2\u503c\u3001\u53bb\u6a21\u7cca\u3001\u8d85\u5206\u8fa8\u7387\uff0c\u4e43\u81f3\u4e8eAI+ISP\u5728\u7814\u7a76\u3001\u7ade\u8d5b\u4e2d\u90fd\u5e26\u6765\u4e86\u663e\u8457\u7684\u8fdb\u6b65\u3002\u5927\u534e\u56fe\u50cf\u7b97\u6cd5\u56e2\u961f\u7acb\u8db3\u4e8e\u81ea\u8eab\u5728\u4f20\u7edfISP\u9886\u57df\u7684\u6280\u672f\u79ef\u7d2f\uff0c\u5f00\u53d1\u4e86\u5168\u56fe\u4ee5\u53ca\u611f\u5174\u8da3\u533a\u57df\u7684AISP\u56fe\u50cf\u5904\u7406\u6280\u672f\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u56fe\u50cf\u6548\u679c\uff0c\u4e3a\u7ec8\u7aef\u7528\u6237\u63d0\u4f9b\u66f4\u4f18\u5f02\u7684\u89c6\u89c9\u4f53\u9a8c\u3002<\/p>\n

\n

\"\u5927\u534e\u81ea\u7814AI\u964d\u566a\u6280\u672f\uff0c\u660e\u663e\u63d0\u5347\u753b\u9762\u6e05\u6670\u5ea6\uff0c\u8fd8\u539f\u7ec6\u8282\u548c\u8272\u5f69\"<\/a>
\u5927\u534e\u81ea\u7814AI\u964d\u566a\u6280\u672f\uff0c\u660e\u663e\u63d0\u5347\u753b\u9762\u6e05\u6670\u5ea6\uff0c\u8fd8\u539f\u7ec6\u8282\u548c\u8272\u5f69<\/span><\/p>\n<\/p><\/div>\n

 <\/p>\n

<\/div>\n","protected":false},"excerpt":{"rendered":"

\u676d\u5dde2021\u5e749\u67086\u65e5 \/\u7f8e\u901a\u793e\/ — \u8fd1\u65e5\uff0c\u7531CVPR\u4e3b\u529e\u7684MAI\uff08Mobile AI Workshop\uff09\u5206\u4f1a\u8fd1\u671f\u5728\u7ebf\u4e0a\u4e3e\u884c\u3002\u4f5c\u4e3a\u56fe\u50cf\u9886\u57df\u6700\u5177\u5f71\u54cd\u529b\u7684\u8d5b\u4e8b\u4e4b\u4e00\uff0c\u672c\u5c4aMAI 2021\u6311\u6218\u8d5b\u7531\u534e\u4e3a\u3001OPPO\u3001MTK\u3001SAMSUNG\u3001\u82cf\u9ece\u4e16\u7406\u5de5\u5171\u540c\u4e3b\u529e\u3002\u53c2\u8d5b\u961f\u4f0d\u805a\u96c6\u4e86\u534e\u4e3a\u3001\u767e\u5ea6\u3001\u5546\u6c64\u3001Horizon\u7b49\u56fd\u5185\u5916\u9876\u5c16AI\u56e2\u961f\u3002\u5927\u534e\u80a1\u4efd\u56fe\u50cf\u7b97\u6cd5\u90e8dh_isp\u56e2\u961f\u63d0\u51fa\u7684\u8f7b\u91cf\u5316\u7f51\u7edc\u4e00\u4e3e\u6458\u5f97ISP\u8d5b\u9053\u51a0\u519b\uff0c\u5145\u5206\u5c55\u793a\u4e86\u5927\u534e\u5728\u56fe\u50cf\u589e\u5f3a\u9886\u57df\u7684\u5f00\u62d3\u521b\u65b0\u7684\u5b9e\u529b\u3002 \u5927\u534e\u80a1\u4efd\u8f7b\u91cf\u5316AI\u6280\u672f\u65a9\u83b7CVPR\u89c6\u89c9\u9876\u4f1aISP\u8d5b\u9053\u51a0\u519b \u4e0d\u540c\u4e8e\u90e8\u7f72\u4e8e\u4e91\u7aef\uff0c\u7531\u4e8e\u5b58\u50a8\u7a7a\u95f4\u3001\u529f\u8017\u53ca\u7b97\u529b\u8d44\u6e90\u9650\u5236\uff0c\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u5728\u79fb\u52a8\u8bbe\u5907\u548c\u5d4c\u5165\u5f0f\u8bbe\u5907\u4e0a\u7684\u5b58\u50a8\u4e0e\u8ba1\u7b97\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u6311\u6218\u3002\u8f7b\u91cf\u5316\u7f51\u7edc\u65e8\u5728\u4fdd\u6301\u6a21\u578b\u7cbe\u5ea6\u57fa\u7840\u4e0a\u8fdb\u4e00\u6b65\u51cf\u5c11\u6a21\u578b\u53c2\u6570\u91cf\u548c\u590d\u6742\u5ea6\u3002\u8f7b\u91cf\u5316\u7f51\u7edc\u65e2\u5305\u542b\u4e86\u5bf9\u7f51\u7edc\u7ed3\u6784\u7684\u63a2\u7d22\uff0c\u53c8\u6709\u4f8b\u5982\u77e5\u8bc6\u84b8\u998f\u3001\u526a\u679d\u7b49\u6a21\u578b\u538b\u7f29\u6280\u672f\u7684\u8fd0\u7528\uff0c\u63a8\u52a8\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u5728\u79fb\u52a8\u7aef\uff0c\u5d4c\u5165\u5f0f\u7684\u5e94\u7528\u843d\u5730\uff0c\u5728\u667a\u80fd\u5bb6\u5c45\u3001\u5b89\u9632\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u667a\u6167\u6d77\u6d0b\u7b49\u9886\u57df\u90fd\u6709\u91cd\u8981\u8d21\u732e\u3002 Learned Smartphone ISP Challenge\u7ade\u8d5b\u81f4\u529b\u4e8e\u4fc3\u8fdb\u4e1a\u5185\u4f7f\u7528\u6df1\u5ea6\u5b66\u4e60\u7684\u65b9\u6cd5\u66ff\u4ee3\u4f20\u7edfISP\u6a21\u5757\uff0c\u5bf9\u76f8\u673a\u83b7\u5f97\u7684RAW\u6570\u636e\u76f4\u63a5\u8f6c\u6362\u4e3aRGB\u56fe\u50cf\uff0c\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u6210\u50cf\u6548\u679c\uff0c\u540c\u65f6\u4e5f\u80fd\u591f\u89e3\u51b3\u4f20\u7edfISP\u6a21\u5757\u4f9d\u8d56\u5927\u91cf\u4eba\u5de5\u7ecf\u9a8c\u8c03\u53c2\u7684\u96be\u9898\u3002 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