{"id":"https://openalex.org/W1976119512","doi":"https://doi.org/10.1109/igarss.2010.5652575","title":"Clustering of detected changes in satellite imagery using fuzzy c-means algorithm","display_name":"Clustering of detected changes in satellite imagery using fuzzy c-means algorithm","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W1976119512","doi":"https://doi.org/10.1109/igarss.2010.5652575","mag":"1976119512"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2010.5652575","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2010.5652575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Geoscience and Remote Sensing Symposium","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/A5000495304","display_name":"Ozy Sjahputera","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"O. Sjahputera","raw_affiliation_strings":["Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005198077","display_name":"Grant Scott","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G.S. Scott","raw_affiliation_strings":["Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002139791","display_name":"Matija Klari\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M.K. Klaric","raw_affiliation_strings":["Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006167422","display_name":"Brian C. Claywell","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B.C. Claywell","raw_affiliation_strings":["Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103531571","display_name":"N. J. Hudson","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"N.J. Hudson","raw_affiliation_strings":["Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018303984","display_name":"James M. Keller","orcid":"https://orcid.org/0000-0002-0306-7142"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.M. Keller","raw_affiliation_strings":["Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079391589","display_name":"Curt H. Davis","orcid":"https://orcid.org/0000-0002-5781-0931"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C.H. Davis","raw_affiliation_strings":["Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Geospatial Intelligence, College of Engineering, University of Missouri-Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76835614"],"apc_list":null,"apc_paid":null,"fwci":0.5358,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69461298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"468","last_page":"471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9983999729156494,"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":0.9983999729156494,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tile","display_name":"Tile","score":0.7964884042739868},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.7894071340560913},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7085897922515869},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6741820573806763},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6521386504173279},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.5308797359466553},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48101526498794556},{"id":"https://openalex.org/keywords/change-analysis","display_name":"Change analysis","score":0.4742918312549591},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.472510427236557},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4664682149887085},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4662937521934509},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.45145145058631897},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4457281529903412},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4371398389339447},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42636731266975403},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.2657678723335266},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15956443548202515},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09112271666526794}],"concepts":[{"id":"https://openalex.org/C2780728851","wikidata":"https://www.wikidata.org/wiki/Q468402","display_name":"Tile","level":2,"score":0.7964884042739868},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.7894071340560913},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7085897922515869},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6741820573806763},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6521386504173279},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.5308797359466553},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48101526498794556},{"id":"https://openalex.org/C2989469682","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Change analysis","level":2,"score":0.4742918312549591},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.472510427236557},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4664682149887085},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4662937521934509},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.45145145058631897},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4457281529903412},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4371398389339447},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42636731266975403},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.2657678723335266},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15956443548202515},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09112271666526794},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2010.5652575","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2010.5652575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2095856624","https://openalex.org/W2096984607","https://openalex.org/W2105658984","https://openalex.org/W2106053130","https://openalex.org/W2110161540","https://openalex.org/W2113076747","https://openalex.org/W2131372145","https://openalex.org/W2132539899","https://openalex.org/W2144552105","https://openalex.org/W2147802307","https://openalex.org/W2158340226","https://openalex.org/W6674682225"],"related_works":["https://openalex.org/W196800607","https://openalex.org/W3009501976","https://openalex.org/W2372152927","https://openalex.org/W996025515","https://openalex.org/W2377080262","https://openalex.org/W3211915995","https://openalex.org/W3194846307","https://openalex.org/W2147991527","https://openalex.org/W4383503073","https://openalex.org/W4387331786"],"abstract_inverted_index":{"GeoCDX":[0],"(Geospatial":[1],"Change":[2],"Detection":[3],"and":[4],"eXploitation)":[5],"is":[6,46],"an":[7,138],"integrated":[8],"system":[9],"for":[10,68,105],"detecting":[11],"change":[12,35,41,51,60,73,78,109,144],"between":[13],"multi-temporal,":[14],"high-resolution":[15],"satellite":[16],"or":[17],"airborne":[18],"images.":[19],"Overlapping":[20],"images":[21],"are":[22,55],"organized":[23],"into":[24],"256\u00d7256":[25],"meter":[26],"tiles":[27,54,97],"in":[28,42,80,146],"a":[29],"global":[30],"grid":[31],"system.":[32],"A":[33],"tile":[34,44,113,126],"score":[36],"measures":[37],"the":[38,43,47,69,77,81,85,91,112,117,125,130,147],"amount":[39],"of":[40,49,72,101,108,122,140,143],"which":[45],"aggregation":[48],"pixel-level":[50],"score.":[52],"The":[53,133],"initially":[56],"ranked":[57],"by":[58],"these":[59],"scores.":[61],"However,":[62],"this":[63],"ranking":[64],"does":[65],"not":[66],"account":[67],"wide":[70],"variety":[71],"types.":[74],"To":[75],"learn":[76],"patterns":[79],"data,":[82],"we":[83],"apply":[84],"fuzzy":[86],"c-means":[87],"clustering":[88],"algorithm":[89],"to":[90],"tiles.":[92],"Each":[93],"resulting":[94],"cluster":[95],"contains":[96],"with":[98],"similar":[99],"type":[100],"change.":[102],"Users":[103],"looking":[104],"certain":[106],"types":[107,142],"can":[110],"review":[111],"clusters":[114,134],"rather":[115],"than":[116],"more":[118],"time":[119],"consuming":[120],"process":[121],"searching":[123],"through":[124],"list":[127],"based":[128],"on":[129],"initial":[131],"ranking.":[132],"also":[135],"provide":[136],"users":[137],"overview":[139],"various":[141],"found":[145],"scene.":[148]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}