Research on Image Semantic Segmentation Model Based on Bidirectional Recursive Double Branch Network

Z. YuFeng, Wen Min
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Abstract

To solve the problem of road safety, express logistics industry, people begin to pay attention to no delivery, distribution and differences apparent change of scene scale is big, this paper presents a bidirectional recursive double branch network, reusable building blocks, in the form of circulation use of pairs of forward and backward jump connection to form the complex relationship between the encoder and decoder, at the same time, the double branch network is used to combine coarse information with fine information in the decoding stage, so as to restore the feature map more precisely, which helps to further improve the accuracy of the network.
基于双向递归双分支网络的图像语义分割模型研究
为解决快递物流行业的道路安全问题,人们开始关注无配送、配送差异明显且变化场景规模大的情况,本文提出了一种双向递归的双分支网络,可重复使用的积木,在流通的形式中利用对前后跳转连接形成编码器和解码器之间的复杂关系,同时,在解码阶段,采用双分支网络将粗信息与细信息结合起来,从而更精确地还原特征图,有助于进一步提高网络的准确率。
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