Polyp image segmentation based on multi-scale ResNeSt-50 aggregation network and message passing

Q3 Materials Science Guangxue Jingmi Gongcheng/Optics and Precision Engineering Pub Date : 2023-01-01 DOI:10.37188/ope.20233118.2765

Ping XIA, Guangyi ZHANG, Bangjun LEI, Yaobing ZOU, Tinglong TANG

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基于多尺度ResNeSt-50聚合网络和消息传递的息肉图像分割

在此基础上，我们开发出了ResNeSt-50ResNeSt-50ResNeSt-50ResNeSt-50 "相序树重加权信息传递"（Tree-Reweighted Message Passing）技术。S: "我想知道"，"我想知道"，"我想知道"，"我想知道"，"我想知道"。50颗，每颗4.5分，共4颗ResNeSt-50颗。50颗 "感知场阻滞"（receptive field block）。RFB：在人体的感知区域内，形成一个 "感知区块"，这个 "感知区块 "就是 "RFB"，它的作用是在人体的感知区域内，形成一个 "感知区块"。Time Augmentation（时间扩展）：TTA。Sç®æ³å¯¹è¾åºçé¢æµå¾è¿è-å¤ç¼è¿ç" æ§åºå²åºå¯¹ä¸ä¸è æ¯èæ°æ®éKvasir-SEGçæµè¯ç "æè¡¨æ¼æ¬æ¬¹æ¸çæ¯äºU-Netï¼U-Net++ï¼ResUnetãSFAãPraNetç®æ³ï¼mDiceå¼¾¾91.6%，MAE0.023，ETIS-LaribolPolypDB，ColonDB，PraNet，DiceDice14.2%。7%ETIS-LaribPolypDB("LaribPolypDB")炖汤：炖汤的时候加入适量的葱花和姜末，再加入适量的盐和胡椒粉，搅拌均匀即可。

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来源期刊

Guangxue Jingmi Gongcheng/Optics and Precision Engineering Materials Science-Electronic, Optical and Magnetic Materials

CiteScore

2.40

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0.00%

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