{"title":"Cross-scale and cross-dimensional adaptive transformer network for colorectal polyp segmentation","authors":"Liming LIANG, Anjun HE, Renjie LI, Jian WU","doi":"10.37188/ope.20233118.2700","DOIUrl":null,"url":null,"abstract":"é对ç»ç´è æ¯èå¾åç ç¶åºå尺度åå大ãè¾¹ç模ç³ãå½¢ç¶ä¸è§åä¸ä¸æ£å¸¸ç»ç»å¯¹æ¯åº¦ä½çé®é¢ï¼å¯¼è´è¾¹ç¼ç»èä¿¡æ¯ä¸¢å¤±åç ç¶åºå误åå²ï¼æåºä¸ç§è·¨å°ºåº¦è·¨ç»´åº¦çèªéåºTransformeråå²ç½ç»ã该ç½ç»ä¸æ¯å©ç¨Transformerç¼ç å¨å»ºæ¨¡è¾å ¥å¾åçå ¨å±ä¸ä¸æä¿¡æ¯ï¼å¤å°ºåº¦åæç»ç´è æ¯èç ç¶åºåãäºæ¯éè¿éé注æåæ¡¥å空é´æ³¨æåæ¡¥åå°éé维度åä½åå¢å¼ºæ¨¡å空é´æç¥è½åï¼æå¶èæ¯åªå£°ãä¸æ¯éç¨å¤å°ºåº¦å¯é并è¡è§£ç 模åæ¥å¡«è¡¥åå±è·¨å°ºåº¦ç¹å¾ä¿¡æ¯ä¹é´çè¯ä¹ç©ºç½ï¼ææèåå¤å°ºåº¦ä¸ä¸æç¹å¾ãåæ¯è®¾è®¡é¢åè¾¹ç¼ç»èçå¤å°ºåº¦é¢æµæ¨¡åï¼ä»¥å¯å¦ä¹ çæ¹å¼å¼å¯¼ç½ç»å»çº æ£è¾¹çé误é¢æµåç±»ãå¨CVC-ClinicDBãKvasir-SEGãCVC-ColonDBåETISæ°æ®éä¸è¿è¡å®éªï¼å ¶Diceç¸ä¼¼æ§ç³»æ°åå«ä¸º0.942ï¼0.932ï¼0.811å0.805ï¼å¹³å交并æ¯åå«ä¸º0.896ï¼0.883ï¼0.731å0.729ï¼å ¶åå²æ§è½ä¼äºç°ææ¹æ³ã仿çå®éªè¡¨æï¼æ¬ææ¹æ³è½æææ¹åç»ç´è æ¯èç ç¶åºå误åå²ï¼å ·æè¾é«çåå²ç²¾åº¦ï¼ä¸ºç»ç´è æ¯èè¯ææä¾æ°çªå£ã","PeriodicalId":39778,"journal":{"name":"Guangxue Jingmi Gongcheng/Optics and Precision Engineering","volume":"104 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Guangxue Jingmi Gongcheng/Optics and Precision Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.37188/ope.20233118.2700","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Materials Science","Score":null,"Total":0}
引用次数: 0
结直肠息肉的跨尺度、跨维自适应变压器网络分割
(一)...连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连连(一)...餈銵冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘憒撖嫣縑臬冽靘ClinicDBãKvasir-SEGãCVC-ColonDBåETISæ°æ®éä¸è¿è¡å®éªï¼å ¶Diceç¸ä¼¼æ§ç³"æ°å "为0.942ï¼0.932ï¼0.811ï¼0.805ï¼å¹³å交并æ¯åå"为0.896ï¼0.883ï¼0.731å0.729:0.896,0.883,0.731。
本文章由计算机程序翻译,如有差异,请以英文原文为准。