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一种基于LLR的分段翻转极化码译码方法和智能终端

成果领域:

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成果归属企业: 深圳大学

成果鉴定时间:

成果介绍

本发明属于图像分类技术领域，公开了一种利用共基胶囊投影进行图像分类的方法，包括下述步骤：(1)利用多层卷积网络提取输入图像的特征，获得特征图；(2)将特征图映射成一个一维的特征向量X；(3)对特征向量X进行特征变换，将特征向量X分为N组，并组合向量为特征矩阵；(4)将特征矩阵进行共基胶囊投影，投影到多个胶囊子空间，计算每个子空间投影后的向量模长和，根据模长和的大小进行图像分类预测。本发明利用共基胶囊投影思想将其特征投影到多个胶囊子空间，然后再进行图像分类任务的预测，经过实验发现该网络对大小规模的图像都能够适应，并且即使采用较小的数据集训练也能达到非常好的分类效果。

成果应用案例介绍

信息通信>图像>图像; 方法过程>分类方法>分类; 电子电器>其它电子电器>共基胶囊投影

联系方式

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基本文件流程错误 SQL 调试

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[ BEHAVIOR ] Run Closure @app_init [ RunTime:0.000011s ]
[ CACHE ] INIT File
[ BEHAVIOR ] Run \addons\briefurl\Briefurl @app_init [ RunTime:0.001242s ]
[ BEHAVIOR ] Run \addons\fastflow\Fastflow @app_init [ RunTime:0.000025s ]
[ BEHAVIOR ] Run \addons\notice\Notice @app_init [ RunTime:0.000246s ]
[ BEHAVIOR ] Run \addons\qrcode\Qrcode @app_init [ RunTime:0.000179s ]
[ BEHAVIOR ] Run \addons\treaty\Treaty @app_init [ RunTime:0.000042s ]
[ BEHAVIOR ] Run \addons\upyun\Upyun @app_init [ RunTime:0.000020s ]
[ BEHAVIOR ] Run Closure @app_init [ RunTime:0.000036s ]
[ BEHAVIOR ] Run app\common\behavior\Common @app_init [ RunTime:0.000260s ]
[ LANG ] /www/wwwroot/open.juabc.com/thinkphp/lang/zh-cn.php
[ BEHAVIOR ] Run app\common\behavior\Common @app_dispatch [ RunTime:0.000013s ]
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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:0.000685s ]
[ BEHAVIOR ] Run \addons\upyun\Upyun @module_init [ RunTime:0.000112s ]
[ BEHAVIOR ] Run \addons\wxfollowlogin\Wxfollowlogin @module_init [ RunTime:0.000017s ]
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[ 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:0.000039s ]

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