{"refrec":{"BRefID":354387,"RR":"<b>Zhao, T.; Lazendic, S.; Zhao, Y.; Montereale-Gavazzi, G.; Pižurica, A.</b> (2020). Classification of multibeam sonar image using the Weyl transform, <b><i>in</i></b>: Choras, M. <i>et al.</i> <i>Image processing and communications. Advances in Intelligent Systems and Computing,</i> 1062: pp. 206-213. <a href=\"https://dx.doi.org/10.1007/978-3-030-31254-1_25\" target=\"_blank\">https://dx.doi.org/10.1007/978-3-030-31254-1_25</a>","BEntID":352100,"PublicFlag":1,"CheckedFlag":1,"wosflag":0,"vabbflag":0,"RefStringPartII":", <b><i>in</i></b>: Choras, M. <i>et al.</i> <i>Image processing and communications. Advances in Intelligent Systems and Computing,</i> 1062: pp. 206-213. <a href=\"https://dx.doi.org/10.1007/978-3-030-31254-1_25\" target=\"_blank\">https://dx.doi.org/10.1007/978-3-030-31254-1_25</a>","DocTypID":17,"DocType":"Book chapters","MarineFlag":1,"FreshFlag":0,"BrackishFlag":0,"TerrestrialFlag":0,"Authorstring":"Zhao, T.; Lazendic, S.; Zhao, Y.; Montereale-Gavazzi, G.; Pižurica, A.","OrigTitleTranslFlag":0,"Authorstringtrunc":"Zhao, T. <i>et al.</i>","Englishabstract":"In this paper we develop a novel classification method for multibeam sonar images based on the Weyl transform. The texture descriptor based on Weyl coefficients describes effectively the multiscale correlation features appearing in the sonar images. Our classification approach combines the Weyl coefficients with statistical features that are commonly used in the analysis of seabed sonar images and captures the morphological variation and geoacoustic characteristics of the seafloor. We employ a neural network as a classifier. The proposed combined feature extraction method demonstrates better performance than the commonly used statistical methods in this application.","AbstractOtherLang":null,"BibLvlCode":"AMS","StandardTitle":"Classification of multibeam sonar image using the Weyl transform","OrigTitleLangCode":"en","OrigTitleLangCodeExtended":"eng","OrigTitleLangID":15,"DateLastModified":{"date":"2024-12-10 01:33:17.368041","timezone_type":1,"timezone":"+01:00"},"UserAccessRight":null,"UserAccID":null,"AuthorKeywords":"Multibeam data processing; Multibeam sonar image; Feature extraction; Weyl transform; Acoustic sediment classification","OtherDescriptors":null,"Notes":null,"AnaPub":2020,"MonPub":null,"DateUpdate":"2022-08-01","DateCreate":"2022-08-01","SecASFANote":null,"ConfID":null,"PeerRev":0,"VlizCoreFlag":1,"WoScode":"WOS:000649312100025","VABBcode":null,"OpenAcc":0,"DOI":"10.1007/978-3-030-31254-1_25"},"refs":null,"anarec":{"AnaID":354387,"PubliDate":2020,"Pagination":"206-213","XtraPublOfAnaID":null,"ISBN":"978-3-030-31253-4","Volume":"1062","Issue":null,"BRefMon":354405,"BRefMonRR":"<b>Choras, M.; Choras, R.S. (Ed.)</b> (2020). Image processing and communications. <i>Advances in Intelligent Systems and Computing</i>, 1062. Springer: Cham. ISBN 978-3-030-31253-4; e-ISBN 978-3-030-31254-1. XII, 328 pp. <a href=\"https://dx.doi.org/10.1007/978-3-030-31254-1\" target=\"_blank\">https://dx.doi.org/10.1007/978-3-030-31254-1</a>","BRefXtra":null,"BRefXtraRR":null,"SerBRefID":336195,"SerRR":"Advances in Intelligent Systems and Computing. Springer: Singapore.  ISSN 2194-5357","StandardTitleSer":"Advances in Intelligent Systems and Computing","ISSN":"2194-5357","AbbrevSer":null,"StandardTitleMon":"Image processing and communications","StartPage":206,"Pages":8,"ToPubliDate":null,"BRefBibLvlCode":"MS","SerNotes":null,"AutString":"Choras, M.; Choras, R.S. (Ed.)"},"monrec":null,"serrec":null,"relations":null,"relationsRev":null,"addrec":null,"othpubs":null,"ownerships":null,"authors":[{"AutName":"Zhao","Firstname":"Ting","Initials":"T.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":352100,"AutID":495749,"OrderNr":1,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":"0000-0001-7219-9520","PersID":41676,"InsID":null},{"AutName":"Lazendic","Firstname":"Srdan","Initials":"S.","Affiliation":"Department of Telecommunications and Information Processing, TELIN-GAIM, Ghent University","Discriminator":null,"CorporateFlag":0,"BEntID":352100,"AutID":495753,"OrderNr":2,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":"0000-0003-2772-9240","PersID":41674,"InsID":null},{"AutName":"Zhao","Firstname":"Yuxin","Initials":"Y.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":352100,"AutID":495755,"OrderNr":3,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Montereale-Gavazzi","Firstname":"Giacomo","Initials":"G.","Affiliation":"Operational Directorate Natural Environment, Royal Belgian Institute of Natural Sciences","Discriminator":null,"CorporateFlag":0,"BEntID":352100,"AutID":317812,"OrderNr":4,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"OD Natuur","InsFSN":"Koninklijk Belgisch Instituut voor Natuurwetenschappen; Operationele Directie Natuurlijk Milieu","ORCID":"0000-0001-9599-2425","PersID":34204,"InsID":13002},{"AutName":"Pižurica","Firstname":"Aleksandra","Initials":"A.","Affiliation":"Department of Telecommunications and Information Processing, TELIN-GAIM, Ghent University","Discriminator":null,"CorporateFlag":0,"BEntID":352100,"AutID":495757,"OrderNr":5,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":"0000-0002-9322-4999","PersID":41675,"InsID":null}],"mapdetails":null,"datasets":null,"monographs":null,"monparts":null,"serparts":null,"BEntOpen":null,"BEntPrivate":null,"availability":[{"BInstID":380217,"LibID":36,"BRefID":354387,"EmbargoDate":null,"FullEmbargoDate":null,"PhysMedID":16,"hasOCRd":null,"ShelfLocCode":"380217","RFID":null,"PaidValue":null,"Medium":"Server","Description":"Interne VLIZ documenten","Acronym":"VLIZ","Library":"Vlaams Instituut voor de Zee","DutchTerm":"Non-open access","URL":null,"ClassifID":228,"Classification":"Non-open access","ReqLink":1,"ClassifTypID":3,"URLLocation":"https://www.vliz.be/imisdocs/publications/","SubDir":1,"InternalReq":1,"LoggedInReq":1,"Disclaimer":"Disclaimer_VLIZ_Intern","DutchDisclaimer":"<p>Deze publicatie is enkel beschikbaar voor persoonlijk gebruik binnen de Innovocean site <br />en mag op geen enkele manier verder worden verspreid.</p>","FileFormat":".pdf","FileDescr":"pdf","InsPub":1,"InsID":36,"FileFormID":6,"LendableFlag":1,"PublicFlag":1,"orderLib":"A","Notes":null,"AccConID":null,"AccessConstraint":null,"LicURL":null}],"litstyles":[{"LitStyID":3,"Style":"Conference paper"}],"thespers":null,"arch2discl":null,"SERpubls":null,"MONpubls":[{"PublName":"Springer","Place":"Cham"}],"pictures":[],"thestermsPath":null,"thestermsASFA":null,"taxtermsASFA":null,"geotermsASFA":null,"collections":null,"conf":null,"proj":null,"Physdatasets":null,"spcols":{"222":{"SpName":"BMB - Belgische Mariene Bibliografie","SpColID":222,"ParSpColID":null,"TopParID":null,"ShortName":"BMB","URLLocation":null,"LibID":36,"OpenRepoFlag":null,"SpTypID":null,"TopParIDNotWebsite":null,"SpColPath":"BMB"}},"doi":null,"publs":null,"serparttypes":null,"monauthors":[{"AutName":"Choras","Initials":"M.","CorporateFlag":0,"BEntID":352118,"AutID":498656,"OrderNr":1,"DegrID":null,"EditorFlag":1,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"AutStrTrunc":"Choras, M.; Choras, R.S. (Ed.)"},{"AutName":"Choras","Initials":"R.S.","CorporateFlag":0,"BEntID":352118,"AutID":498657,"OrderNr":2,"DegrID":null,"EditorFlag":1,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"AutStrTrunc":"Choras, M.; Choras, R.S. (Ed.)"}],"MParts":null,"SParts":null,"hLibs":null,"langs":[{"BEntID":352100,"AbstractFlag":0,"LangID":15,"LangCode":"en","Lang":"English","DutchTerm":"Engels","LangCodeExtended":"eng"},{"BEntID":352100,"AbstractFlag":1,"LangID":15,"LangCode":"en","Lang":"English","DutchTerm":"Engels","LangCodeExtended":"eng"}],"urls":[{"URL":"https://dx.doi.org/10.1007/978-3-030-31254-1_25","externalID":"10.1007/978-3-030-31254-1_25","URLTypeCode":"DOI","URLID":104924,"URLTypID":13,"URLType":"DOI","URLPrefix":"http://dx.doi.org/"}],"thesterms":null,"taxterms":null,"geoterms":null,"othterms":null,"asfacodes":null,"asfa2codes":null,"thestermsFRIS":null,"taxtermsFRIS":null,"geotermsFRIS":null,"othtermsFRIS":null,"resmessage":"","complete":1,"sessions":{"newSesName":"Bouchti, Zohra, Z.","newSesDate":{"date":"2022-08-01 09:05:35.743000","timezone_type":3,"timezone":"Europe/Brussels"},"updSesName":"Bouchti, Zohra, Z.","updSesDate":{"date":"2022-08-01 09:15:42.470000","timezone_type":3,"timezone":"Europe/Brussels"}}}