Multidimensional attention mechanism and selective feature fusion for image super-resolution reconstruction

Q3 Materials Science

Guangxue Jingmi Gongcheng/Optics and Precision Engineering Pub Date : 2023-01-01 DOI:10.37188/ope.20233117.2584

Jian WEN, Jianfei SHAO, Jie LIU, Jianlong SHAO, Yuhang FENG, Rong YE

{"title":"Multidimensional attention mechanism and selective feature fusion for image super-resolution reconstruction","authors":"Jian WEN, Jianfei SHAO, Jie LIU, Jianlong SHAO, Yuhang FENG, Rong YE","doi":"10.37188/ope.20233117.2584","DOIUrl":null,"url":null,"abstract":"éå¯¹å¾åè¶ åè¾¨çéå»ºè¿ç¨ä¸æåä½åè¾¨çç¹å¾ææè¾å·®ï¼å¤§éé«é¢ä¿¡æ¯ä¸¢å¤±å¯¼è´çè¾¹ç¼æ¨¡ç³åä¼ªå½±é®é¢ï¼æåºäºèåå¤ç»´æ³¨æåæºå¶ä¸éæ©æ§ç¹å¾èåä½ä¸ºå¾åç¹å¾æåæ¨¡åçå¾åè¶ åè¾¨çéå»ºæ¹æ³ãç½ç»ç±è¥å¹²ä¸ªåºæ¬ååæ®å·®æä½æå»ºæ¨¡åçç¹å¾æåç»æï¼å ¶æ ¸å¿æ¯ä¸ç§æåå¾åç¹å¾çå¼æç»å·ç§¯åï¼è¯¥æ¨¡åçå¯¹ç§°ç»å·ç§¯åä»¥å¹¶è¡çæ¹å¼è¿è¡å·ç§¯æåä¸åééé´çå é¨ä¿¡æ¯ç¹å¾å¹¶è¿è¡éæ©æ§ç¹å¾èåï¼äºè¡¥å·ç§¯åéè¿å ¨ç»´åº¦å¨æå·ç§¯ä»ç©ºåãè¾å ¥è¾åºç»´åº¦åæ ¸ç»´åº¦ææéæ¼çä¸ä¸æä¿¡æ¯ï¼å¯¹ç§°ç»å·ç§¯ååäºè¡¥å·ç§¯åè¿æ¥åçç¹å¾éç¨ç¹å¾å¢å¼ºæ®å·®åå»é¤åä½é æå¹²æ°çæ ç¨ä¿¡æ¯ãæ¨¡åéè¿5ç§æ¶èå®éªè¯æå ¶è®¾è®¡çåçæ§ï¼å¨Set5ï¼Set14ï¼BSDS100åUrban100æµè¯éä¸ä¸å ¶ä»ä¸»æµçè¶ åè¾¨çéå»ºæ¹æ³è¿è¡å¯¹æ¯ï¼å³°å¼ä¿¡åªæ¯ï¼PSNRï¼åç»æç¸ä¼¼æ§ï¼SSIMï¼å®éæ°æ®åææåï¼å°¤å ¶å¨æ¾å¤§å åä¸º3çSet5æ°æ®éä¸æ¯æ¬¡ä¼ç®æ³CARN-Måæå0.06 dBï¼ç»æè¡¨ææåºæ¨¡åå ·ææ´ä¼çæ§è½ææ åæ´å¥½çè§è§ææã","PeriodicalId":39778,"journal":{"name":"Guangxue Jingmi Gongcheng/Optics and Precision Engineering","volume":"15 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.20233117.2584","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

Abstract

查看原文本刊更多论文

图像超分辨率重建的多维注意机制与选择性特征融合

餈銵蝎曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭蝥賜漲霂曄蔭我是个很有耐心的人。在""""""""""等字的后面加上""，就可以了。我是5岁的小男孩，他的名字叫?Set5 Set14BSDS100Urban100µè¯é¸ä¸å ¶ä "ä¸"æµçè¶åPSNR：SSIMIM：SSIMIM：SSIMIM：SSIMIM：SSIMIM：CARN-0.06 dB：0.5分贝。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文求助全文

来源期刊

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

CiteScore

2.40

自引率

0.00%

发文量