Learning Deconvolution Network for Semantic Segmentation
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原文题目:Learning Deconvolution Network for Semantic Segmentation( ICCV, 2015)
开源地址:http://cvlab.postech.ac.kr/research/deconvnet/
本篇文章主要是做图像分割,和Fully Convolutional Networks for Semantic Segmentation有些类似。
不同之点在于,本文构造了一个Convolution-deconvolution网络,convolution层主要用于特征提取和泛化,而deconvolution层,添加了特殊的unpooling层,相当于pooling的逆操作,还原图像大小。
整体网络结构如下:
结果如下
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