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一种单点金刚石车削中刀具干涉区域确定的方法和相关装置

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

本发明提供了基于密集网络图像的分割、识别方法和装置，涉及神经网络技术领域，其中，该基于密集网络图像的分割、识别方法包括：首先，使用卷积层作为特征提取器来捕获密集网络图像的分层特征，将得到的多尺度的特征图输入到编码模块，同时，利用跳跃连接，将不同尺度的特征图与编码模块中对应尺度的特征图连接，运用编码模块对特征图进行下采样和语义特征提取，运用解码模块对特征图进行上采样并恢复详细信息，获得多尺度特征图，接着，对稠密反卷积操作得到的输出特征图进行链式残差池化操作，这样，提高了对边界分割的准确性，捕获局部上下文信息，在编码模块中的三个边界细化块加入深度监督，通过上述处理，提高了医学图像分割的精准性。

成果应用案例介绍

信息通信>图像>密集网络图像; 信息通信>终端>终端; 方法过程>分割方法>分割; 计算控制>识别方法>识别

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