{"id":"https://openalex.org/W2195857622","doi":"https://doi.org/10.1109/jstars.2015.2486038","title":"A Benchmark Evaluation of Similarity Measures for Multitemporal SAR Image Change Detection","display_name":"A Benchmark Evaluation of Similarity Measures for Multitemporal SAR Image Change Detection","publication_year":2015,"publication_date":"2015-10-26","ids":{"openalex":"https://openalex.org/W2195857622","doi":"https://doi.org/10.1109/jstars.2015.2486038","mag":"2195857622"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2015.2486038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2015.2486038","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"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/A5052617832","display_name":"Shiyong Cui","orcid":"https://orcid.org/0000-0002-5417-4482"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Shiyong Cui","raw_affiliation_strings":["Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR), M\u00fcnchener Stra\u00dfe 20, We\u00df ling, Germany"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR), M\u00fcnchener Stra\u00dfe 20, We\u00df ling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010440425","display_name":"Gottfried Schwarz","orcid":"https://orcid.org/0000-0003-0918-7898"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gottfried Schwarz","raw_affiliation_strings":["Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR), M\u00fcnchener Stra\u00dfe 20, We\u00df ling, Germany"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR), M\u00fcnchener Stra\u00dfe 20, We\u00df ling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032370631","display_name":"Mihai Datcu","orcid":"https://orcid.org/0000-0002-3477-9687"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mihai Datcu","raw_affiliation_strings":["Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR), M\u00fcnchener Stra\u00dfe 20, We\u00df ling, Germany"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR), M\u00fcnchener Stra\u00dfe 20, We\u00df ling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052617832"],"corresponding_institution_ids":["https://openalex.org/I2898391981"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":4.6302,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.95289248,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":"3","first_page":"1101","last_page":"1118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"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":0.9998999834060669,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9814000129699707,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.8262386322021484},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8004217147827148},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.737374484539032},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7129555940628052},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.628436803817749},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5828161835670471},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5268558263778687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5085264444351196},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.422556072473526},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40281325578689575},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3210698962211609}],"concepts":[{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.8262386322021484},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8004217147827148},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.737374484539032},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7129555940628052},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.628436803817749},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5828161835670471},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5268558263778687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5085264444351196},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.422556072473526},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40281325578689575},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3210698962211609},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2015.2486038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2015.2486038","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:elib.dlr.de:98426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/JSTARS.2015.2486038>.","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1965555277","https://openalex.org/W1974161306","https://openalex.org/W1988289682","https://openalex.org/W1991567646","https://openalex.org/W1995875735","https://openalex.org/W1999360130","https://openalex.org/W2025371503","https://openalex.org/W2033178790","https://openalex.org/W2047121664","https://openalex.org/W2071481167","https://openalex.org/W2084762779","https://openalex.org/W2088392889","https://openalex.org/W2091231747","https://openalex.org/W2099835437","https://openalex.org/W2100255334","https://openalex.org/W2106052468","https://openalex.org/W2110519070","https://openalex.org/W2113466552","https://openalex.org/W2119381787","https://openalex.org/W2119911756","https://openalex.org/W2121625938","https://openalex.org/W2126176832","https://openalex.org/W2129070834","https://openalex.org/W2130020884","https://openalex.org/W2137019224","https://openalex.org/W2145696962","https://openalex.org/W2156132059","https://openalex.org/W2158347164","https://openalex.org/W2160544350","https://openalex.org/W2168249932","https://openalex.org/W2318285471","https://openalex.org/W3148595793","https://openalex.org/W4205236922","https://openalex.org/W4237434670"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W2087343574","https://openalex.org/W3205829146"],"abstract_inverted_index":{"Synthetic":[0],"aperture":[1],"radar":[2],"(SAR)":[3],"image":[4,85,181],"change":[5,98,204],"detection":[6],"is":[7,53,94,105,128,213,225],"playing":[8],"an":[9,77],"important":[10,89],"role":[11],"in":[12,49,141,165],"various":[13,143,228],"Earth":[14],"Observation":[15],"(EO)":[16],"applications.":[17],"There":[18],"exists":[19],"a":[20,111,152,206],"large":[21],"number":[22],"of":[23,42,73,80,83,97,113,122,145,163,175,209,236,247],"different":[24,66],"methods":[25,61,229],"that":[26,39,226,240],"have":[27,62,220],"been":[28,63,125],"proposed":[29],"to":[30,36,118,132,138,155,167],"address":[31],"this":[32,148,157,201,241,248],"issue.":[33],"However,":[34],"due":[35,137],"the":[37,81,116,135,139,223,227,245],"fact":[38],"several":[40,71],"kinds":[41,72,144,162,174,235],"changes":[43,123,164,177],"with":[44,171],"diverse":[45],"characteristics":[46,82],"can":[47,101,109],"arise":[48],"SAR":[50,84,176],"images,":[51],"there":[52,127],"no":[54,129],"consensus":[55],"on":[56,200],"their":[57],"performances":[58],"because":[59],"most":[60],"evaluated":[64],"using":[65,168],"data":[67,170],"sets,":[68],"probably":[69],"facing":[70],"changes,":[74,187,194],"but":[75],"without":[76],"in-depth":[78],"analysis":[79,136],"changes.":[86,146,172,198,237],"Therefore,":[87],"two":[88],"problems":[90],"arise.":[91],"The":[92,103],"first":[93],"what":[95],"kind":[96,112,121],"each":[99],"approach":[100],"detect.":[102],"second":[104],"how":[106],"much":[107],"they":[108],"detect":[110],"change.":[114],"Although":[115],"importance":[117],"model":[119],"any":[120],"has":[124],"realized,":[126],"principled":[130],"methodology":[131,154,202],"carry":[133],"out":[134],"difficulty":[140],"modeling":[142],"In":[147],"paper,":[149],"we":[150,219],"propose":[151],"benchmark":[153],"reach":[156],"goal":[158],"by":[159],"simulating":[160],"selected":[161],"addition":[166],"real":[169],"Six":[173],"for":[178,203,233],"eight":[179],"typical":[180],"categories":[182],"are":[183],"simulated,":[184],"i.e.,":[185],"reflectivity":[186],"first-order,":[188],"second-order,":[189],"and":[190,196],"higher":[191],"order":[192],"statistical":[193],"linear":[195],"nonlinear":[197],"Based":[199],"simulation,":[205],"comprehensive":[207],"evaluation":[208,224],"information":[210],"similarity":[211],"measures":[212],"carried":[214],"out.":[215],"An":[216],"explicit":[217],"conclusion":[218],"drawn":[221],"from":[222],"behave":[230],"very":[231],"differently":[232],"all":[234],"We":[238],"hope":[239],"study":[242],"will":[243],"promote":[244],"advancement":[246],"topic.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
