{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T14:28:50Z","timestamp":1777904930785,"version":"3.51.4"},"reference-count":73,"publisher":"Emerald","issue":"6","license":[{"start":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T00:00:00Z","timestamp":1643155200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["LHT"],"published-print":{"date-parts":[[2022,12,8]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title><jats:p>The purpose of this paper is to build a mobile visual search service system for the protection of Dunhuang cultural heritage in the smart library. A novel mobile visual search model for Dunhuang murals is proposed to help users acquire rich knowledge and services conveniently.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>First, local and global features of images are extracted, and the visual dictionary is generated by the <jats:italic>k<\/jats:italic>-means clustering. Second, the mobile visual search model based on the bag-of-words (BOW) and multiple semantic associations is constructed. Third, the mobile visual search service system of the smart library is designed in the cloud environment. Furthermore, Dunhuang mural images are collected to verify this model.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>The findings reveal that the BOW_SIFT_HSV_MSA model has better search performance for Dunhuang mural images when the scale-invariant feature transform (SIFT) and the\u00a0hue, saturation and value\u00a0(HSV) are used to extract local and global features of the images. Compared with different methods, this model is the most effective way to search images with the semantic association in the topic, time and space dimensions.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Research limitations\/implications<\/jats:title><jats:p>Dunhuang mural image set is a part of the vast resources stored in the smart library, and the fine-grained semantic labels could be applied to meet diverse search needs.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>The mobile visual search service system is constructed to provide users with Dunhuang cultural services in the smart library. A novel mobile visual search model based on BOW and multiple semantic associations is proposed. This study can also provide references for the protection and utilization of other cultural heritages.<\/jats:p><\/jats:sec>","DOI":"10.1108\/lht-03-2021-0079","type":"journal-article","created":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T22:25:14Z","timestamp":1643235914000},"page":"1796-1818","source":"Crossref","is-referenced-by-count":24,"title":["Mobile visual search model for Dunhuang murals in the smart library"],"prefix":"10.1108","volume":"40","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9847-0358","authenticated-orcid":false,"given":"Ziming","family":"Zeng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8760-9254","authenticated-orcid":false,"given":"Shouqiang","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5651-5260","authenticated-orcid":false,"given":"Tingting","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7130-2004","authenticated-orcid":false,"given":"Jie","family":"Yin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7200-2991","authenticated-orcid":false,"given":"Yueyan","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","published-online":{"date-parts":[[2022,1,26]]},"reference":[{"issue":"5","key":"key2022120611175222400_ref001","doi-asserted-by":"crossref","first-page":"548","DOI":"10.1108\/EL-01-2011-0005","article-title":"The role of personal digital library in supporting research collaboration","volume":"31","year":"2013","journal-title":"The Electronic Library"},{"key":"key2022120611175222400_ref002","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1007\/978-3-540-45233-1_38","article-title":"Smart library-location-aware mobile library service","volume":"2795","year":"2003","journal-title":"Human-Computer Interaction with Mobile Devices and Services"},{"key":"key2022120611175222400_ref003","first-page":"214","article-title":"KAZE features","year":"2012"},{"key":"key2022120611175222400_ref004","doi-asserted-by":"publisher","first-page":"1","DOI":"10.5244\/C.27.13","article-title":"Fast explicit diffusion for accelerated features in nonlinear scale spaces","year":"2013","journal-title":"British Machine Vision Conference (BMVC)"},{"issue":"3","key":"key2022120611175222400_ref005","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1108\/EL-01-2017-0017","article-title":"The smart library project: development of information and library services for educational and scientific activity","volume":"36","year":"2018","journal-title":"The Electronic Library"},{"key":"key2022120611175222400_ref006","first-page":"404","article-title":"SURF: speeded up robust features","volume":"3951","year":"2006","journal-title":"Computer Vision and Image Understanding"},{"issue":"10","key":"key2022120611175222400_ref007","first-page":"12","article-title":"Smart-world technologies and the value of librarianship","volume":"30","year":"2010","journal-title":"Computers in Libraries"},{"issue":"5","key":"key2022120611175222400_ref008","doi-asserted-by":"crossref","first-page":"811","DOI":"10.1108\/EL-11-2017-0248","article-title":"How to make the library smart? 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