{"id":"https://openalex.org/W2102732583","doi":"https://doi.org/10.1109/siu.2012.6204814","title":"Low-cost updating of land-cover maps by classifiying multitemporal remote sensing images","display_name":"Low-cost updating of land-cover maps by classifiying multitemporal remote sensing images","publication_year":2012,"publication_date":"2012-04-01","ids":{"openalex":"https://openalex.org/W2102732583","doi":"https://doi.org/10.1109/siu.2012.6204814","mag":"2102732583"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2012.6204814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2012.6204814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 20th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087126293","display_name":"Beg\u00fcm Demir","orcid":"https://orcid.org/0000-0003-2175-7072"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Begum Demir","raw_affiliation_strings":["Uzaktan Alg\u0131lama Laboratuvar\u0131, Bilgisayar Bilimleri ve Bilgi M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trento \u00dcniversitesi, Trento, Italy","Uzaktan Alg\u0131lama Laboratuvar\u0131, Bilgisayar Bilimleri ve Bilgi M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trento \u00dcniversitesi, Via Sommarive, 14, I-38123, \u0130talya"],"affiliations":[{"raw_affiliation_string":"Uzaktan Alg\u0131lama Laboratuvar\u0131, Bilgisayar Bilimleri ve Bilgi M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trento \u00dcniversitesi, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Uzaktan Alg\u0131lama Laboratuvar\u0131, Bilgisayar Bilimleri ve Bilgi M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trento \u00dcniversitesi, Via Sommarive, 14, I-38123, \u0130talya","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087668203","display_name":"Francesca Bovolo","orcid":"https://orcid.org/0000-0003-3104-7656"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Bovolo","raw_affiliation_strings":["Uzaktan Alg\u0131lama Laboratuvar\u0131, Bilgisayar Bilimleri ve Bilgi M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trento \u00dcniversitesi, Trento, Italy","Uzaktan Alg\u0131lama Laboratuvar\u0131, Bilgisayar Bilimleri ve Bilgi M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trento \u00dcniversitesi, Via Sommarive, 14, I-38123, \u0130talya"],"affiliations":[{"raw_affiliation_string":"Uzaktan Alg\u0131lama Laboratuvar\u0131, Bilgisayar Bilimleri ve Bilgi M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trento \u00dcniversitesi, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Uzaktan Alg\u0131lama Laboratuvar\u0131, Bilgisayar Bilimleri ve Bilgi M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trento \u00dcniversitesi, Via Sommarive, 14, I-38123, \u0130talya","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006095323","display_name":"Lorenzo Bruzzone","orcid":"https://orcid.org/0000-0002-6036-459X"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Bruzzone","raw_affiliation_strings":["Uzaktan Alg\u0131lama Laboratuvar\u0131, Bilgisayar Bilimleri ve Bilgi M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trento \u00dcniversitesi, Trento, Italy","Uzaktan Alg\u0131lama Laboratuvar\u0131, Bilgisayar Bilimleri ve Bilgi M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trento \u00dcniversitesi, Via Sommarive, 14, I-38123, \u0130talya"],"affiliations":[{"raw_affiliation_string":"Uzaktan Alg\u0131lama Laboratuvar\u0131, Bilgisayar Bilimleri ve Bilgi M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trento \u00dcniversitesi, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Uzaktan Alg\u0131lama Laboratuvar\u0131, Bilgisayar Bilimleri ve Bilgi M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Trento \u00dcniversitesi, Via Sommarive, 14, I-38123, \u0130talya","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087126293"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20510121,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7950913906097412},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6640921831130981},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6383140683174133},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5819927453994751},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5693614482879639},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5507923364639282},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5242804884910583},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5139145851135254},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42592722177505493},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.425708532333374},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3820025324821472},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11663818359375},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10651996731758118},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.085564523935318}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7950913906097412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6640921831130981},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6383140683174133},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5819927453994751},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5693614482879639},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5507923364639282},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5242804884910583},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5139145851135254},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42592722177505493},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.425708532333374},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3820025324821472},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11663818359375},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10651996731758118},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.085564523935318},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/siu.2012.6204814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2012.6204814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 20th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/94515","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/94515","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2054407194","https://openalex.org/W2114691401","https://openalex.org/W2118116484","https://openalex.org/W2139573966","https://openalex.org/W2153819437","https://openalex.org/W2159570078"],"related_works":["https://openalex.org/W2153381734","https://openalex.org/W2050072374","https://openalex.org/W2981877337","https://openalex.org/W3203938600","https://openalex.org/W4286910063","https://openalex.org/W2163707935","https://openalex.org/W83146503","https://openalex.org/W2169074127","https://openalex.org/W202723009","https://openalex.org/W2188612292"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,33,66,78,147,162],"novel":[4,148],"system":[5,30],"for":[6,39,53,82,128],"automatically":[7],"updating":[8],"land-cover":[9],"maps":[10],"by":[11,141,161],"classifying":[12],"multitemporal":[13],"remote":[14],"sensing":[15],"images":[16,19],"(i.e.,":[17,45,56],"satellite":[18],"acquired":[20,60],"on":[21,61,86],"the":[22,40,46,57,62,72,83,87,93,117,120,125,129,133,136,153,156,167],"same":[23,63],"area":[24,64],"at":[25,65,76],"different":[26,67],"times).":[27],"The":[28],"proposed":[29,73],"assumes":[31],"that":[32,165],"training":[34,80,112,126,137],"set":[35,81,127,138],"is":[36,51,99,139,159],"not":[37],"available":[38],"image":[41,55],"to":[42,101,119,123,146],"be":[43],"classified":[44,160],"target":[47,84,102,121,130,157],"domain),":[48],"but":[49],"it":[50],"accessible":[52],"another":[54],"source":[58,104,118],"domain)":[59],"time.":[68],"Under":[69],"this":[70],"assumption":[71],"method":[74],"aims":[75],"defining":[77],"reliable":[79],"domain":[85,122,158],"basis":[88],"of":[89,109],"three":[90],"steps.":[91],"In":[92,132,152],"first":[94],"step,":[95,135,155],"unsupervised":[96],"change":[97],"detection":[98],"applied":[100],"and":[103],"domains.":[105,171],"Then":[106],"class":[107],"labels":[108],"detected":[110],"unchanged":[111],"samples":[113,144],"are":[114],"transferred":[115],"from":[116],"initialize":[124],"domain.":[131],"second":[134],"enriched":[140],"labeling":[142],"new":[143],"according":[145],"active":[149],"learning":[150],"method.":[151],"last":[154],"cascade":[163],"classifier":[164],"exploits":[166],"temporal":[168],"correlation":[169],"between":[170]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
