{"title":"Image Retrieval with Long-Term Memory Learning and Short-Time Relevance Feedback","authors":"Zhen Sun, Zhe-ming Lu, Hai Jin","doi":"10.1109/IIH-MSP.2007.436","DOIUrl":null,"url":null,"abstract":"This paper presents a framework for effective image retrieval by employing long-term memory learning together with short time relevance feedback. Considering the fuzzy characteristic of the human's semantic knowledge, the proposed retrieval framework is associated with a novel matrix named fuzzy semantic relevance matrix (FSRM), which is used for remembering the semantic information obtained from user-provided interactions. Experimental results demonstrate the effectiveness of the proposed scheme.","PeriodicalId":385132,"journal":{"name":"Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2007)","volume":"1 6","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2007)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IIH-MSP.2007.436","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
This paper presents a framework for effective image retrieval by employing long-term memory learning together with short time relevance feedback. Considering the fuzzy characteristic of the human's semantic knowledge, the proposed retrieval framework is associated with a novel matrix named fuzzy semantic relevance matrix (FSRM), which is used for remembering the semantic information obtained from user-provided interactions. Experimental results demonstrate the effectiveness of the proposed scheme.