FCN属于卷积神经网络吗

回答: 是的，FCN（Fully Convolutional Network）属于卷积神经网络。FCN是一种用于语义分割的网络，它是将普通的分类卷积神经网络改造成能够进行语义分割的网络。FCN通过修改分类器，使得网络能够进行密集预测，同时融合不同层次的特征图信息来获取更准确的分割结果。因此，FCN是通过卷积操作来提取图像的特征，并进行像素级别的语义分割的网络模型。<em>1</em><em>2</em><em>3</em>
#### 引用[.reference_title]
- *1* [语义分割入门系列之 FCN（全卷积神经网络）](https://blog.csdn.net/wildridder/article/details/103859277)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v92^chatsearchT0_1"}} ] [.reference_item]
- *2* [FCN全卷积神经网络](https://blog.csdn.net/m0_46409054/article/details/127630997)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v92^chatsearchT0_1"}} ] [.reference_item]
- *3* [图像分割-FCN全卷积神经网络（完整代码详解）](https://blog.csdn.net/m0_63077499/article/details/127375650)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v92^chatsearchT0_1"}} ] [.reference_item]
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