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一种利用共基胶囊投影进行图像分类的方法

成果领域:

推广方式:

成果归属企业: 深圳大学

成果鉴定时间:

成果介绍

本发明提出了一种用于相位展开的生成式对抗网络的获取方法、装置，一种使用该网络展开相位的方法，以及一种计算机可读存储介质和一种系统。其中，所述网络获取方法包括：获取相位折叠图；使用所述生成式对抗网络中的生成式网络生成相位展开图；获取真实相位展开图；合并生成的相位展开图和真实相位展开图；使用所述生成式对抗网络中的判别式网络对合并结果进行真伪判别，以得到分类器；当对应像素值为真的概率与对应像素值为伪的概率不同时，根据所述分类器的像素值计算所述生成式网络的损失值，并优化所述生成式对抗网络的模型参数；以及重复上述步骤直到对应像素值为真的概率与对应像素值为伪的概率相同。

成果应用案例介绍

信息通信>网络>对抗网络

联系方式

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[ BEHAVIOR ] Run Closure @app_init [ RunTime:0.000015s ]
[ CACHE ] INIT File
[ BEHAVIOR ] Run \addons\briefurl\Briefurl @app_init [ RunTime:0.001950s ]
[ BEHAVIOR ] Run \addons\fastflow\Fastflow @app_init [ RunTime:0.000030s ]
[ BEHAVIOR ] Run \addons\notice\Notice @app_init [ RunTime:0.000374s ]
[ BEHAVIOR ] Run \addons\qrcode\Qrcode @app_init [ RunTime:0.000282s ]
[ BEHAVIOR ] Run \addons\treaty\Treaty @app_init [ RunTime:0.000042s ]
[ BEHAVIOR ] Run \addons\upyun\Upyun @app_init [ RunTime:0.000021s ]
[ BEHAVIOR ] Run Closure @app_init [ RunTime:0.000044s ]
[ BEHAVIOR ] Run app\common\behavior\Common @app_init [ RunTime:0.000353s ]
[ LANG ] /www/wwwroot/open.juabc.com/thinkphp/lang/zh-cn.php
[ BEHAVIOR ] Run app\common\behavior\Common @app_dispatch [ RunTime:0.000016s ]
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[ HEADER ] array ( 'accept-encoding' => 'gzip, br, zstd, deflate', 'user-agent' => 'Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)', 'accept' => '*/*', 'host' => 'open.juabc.com', 'content-type' => '', 'content-length' => '', )
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[ LANG ] /www/wwwroot/open.juabc.com/public/../application/index/lang/zh-cn.php
[ BEHAVIOR ] Run app\common\behavior\Common @module_init [ RunTime:0.001087s ]
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[ BEHAVIOR ] Run \addons\wxfollowlogin\Wxfollowlogin @module_init [ RunTime:0.000023s ]
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[ BEHAVIOR ] Run \addons\notice\Notice @config_init [ RunTime:0.000033s ]
[ DB ] INIT mysql
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[ RUN ] app\index\controller\Results->views[ /www/wwwroot/open.juabc.com/application/index/controller/Results.php ]
[ VIEW ] /www/wwwroot/open.juabc.com/public/../application/index/view/results/views.html [ array ( 0 => 'user', 1 => 'site', 2 => 'config', 3 => 'data', 4 => 'active', 5 => 'login', 6 => 'catelist', 7 => 'views', ) ]
[ BEHAVIOR ] Run \addons\wxfollowlogin\Wxfollowlogin @view_filter [ RunTime:0.000041s ]

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