{"id":"https://openalex.org/W4398775885","doi":"https://doi.org/10.1109/jstars.2024.3405170","title":"SAR Image Change Detection via Heterogeneous Graph With Multiorder and Multilevel Connections","display_name":"SAR Image Change Detection via Heterogeneous Graph With Multiorder and Multilevel Connections","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4398775885","doi":"https://doi.org/10.1109/jstars.2024.3405170"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3405170","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3405170","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10538366.pdf","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":true,"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":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10538366.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100760080","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0002-2086-2500"},"institutions":[{"id":"https://openalex.org/I4210123686","display_name":"Quzhou University","ror":"https://ror.org/024nfx323","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123686"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["School of Mechanical Engineering, Quzhou University, Quzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2086-2500","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Quzhou University, Quzhou, China","institution_ids":["https://openalex.org/I4210123686"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007425010","display_name":"Fei Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123686","display_name":"Quzhou University","ror":"https://ror.org/024nfx323","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123686"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Zeng","raw_affiliation_strings":["School of Mechanical Engineering, Quzhou University, Quzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Quzhou University, Quzhou, China","institution_ids":["https://openalex.org/I4210123686"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074828438","display_name":"Sanku Niu","orcid":"https://orcid.org/0000-0002-3563-3874"},"institutions":[{"id":"https://openalex.org/I4210123686","display_name":"Quzhou University","ror":"https://ror.org/024nfx323","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123686"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sanku Niu","raw_affiliation_strings":["School of Mechanical Engineering, Quzhou University, Quzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Quzhou University, Quzhou, China","institution_ids":["https://openalex.org/I4210123686"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100783068","display_name":"Jun Zheng","orcid":"https://orcid.org/0000-0003-2131-6816"},"institutions":[{"id":"https://openalex.org/I3132008074","display_name":"Huangshan University","ror":"https://ror.org/05akhmy90","country_code":"CN","type":"education","lineage":["https://openalex.org/I3132008074"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zheng","raw_affiliation_strings":["School of Information Engineering, Huangshan University, Huangshan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Huangshan University, Huangshan, China","institution_ids":["https://openalex.org/I3132008074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069711159","display_name":"Xiaoliang Jiang","orcid":"https://orcid.org/0000-0003-2695-8586"},"institutions":[{"id":"https://openalex.org/I4210123686","display_name":"Quzhou University","ror":"https://ror.org/024nfx323","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123686"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoliang Jiang","raw_affiliation_strings":["School of Mechanical Engineering, Quzhou University, Quzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2695-8586","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Quzhou University, Quzhou, China","institution_ids":["https://openalex.org/I4210123686"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":4.0174,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.94227738,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"11386","last_page":"11401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9995999932289124,"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":0.9995999932289124,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9700999855995178,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9613999724388123,"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/computer-science","display_name":"Computer science","score":0.7259714603424072},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.6681644916534424},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.6422337293624878},{"id":"https://openalex.org/keywords/speckle-noise","display_name":"Speckle noise","score":0.5414872169494629},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5101497769355774},{"id":"https://openalex.org/keywords/speckle-pattern","display_name":"Speckle pattern","score":0.5028840899467468},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44914865493774414},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4359172582626343},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35622161626815796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3418283462524414},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.21707874536514282}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7259714603424072},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.6681644916534424},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.6422337293624878},{"id":"https://openalex.org/C180940675","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle noise","level":3,"score":0.5414872169494629},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5101497769355774},{"id":"https://openalex.org/C102290492","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle pattern","level":2,"score":0.5028840899467468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44914865493774414},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4359172582626343},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35622161626815796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3418283462524414},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.21707874536514282}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3405170","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3405170","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10538366.pdf","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":true,"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:doaj.org/article:1520517569fa4dd7b43095f1ea3061da","is_oa":true,"landing_page_url":"https://doaj.org/article/1520517569fa4dd7b43095f1ea3061da","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 11386-11401 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3405170","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3405170","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10538366.pdf","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":true,"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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5379419777","display_name":null,"funder_award_id":"2021C02021","funder_id":"https://openalex.org/F8142712028","funder_display_name":"Key Research and Development Program of Zhejiang Province"},{"id":"https://openalex.org/G6180073671","display_name":null,"funder_award_id":"62101206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F8142712028","display_name":"Key Research and Development Program of Zhejiang Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4398775885.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1964069486","https://openalex.org/W1964967908","https://openalex.org/W1965126626","https://openalex.org/W1993962865","https://openalex.org/W2028151808","https://openalex.org/W2042141552","https://openalex.org/W2058196466","https://openalex.org/W2097381359","https://openalex.org/W2099166894","https://openalex.org/W2106052468","https://openalex.org/W2110519070","https://openalex.org/W2113137767","https://openalex.org/W2126176832","https://openalex.org/W2128559984","https://openalex.org/W2133059825","https://openalex.org/W2144552105","https://openalex.org/W2144851790","https://openalex.org/W2161037052","https://openalex.org/W2233053992","https://openalex.org/W2293779343","https://openalex.org/W2531619007","https://openalex.org/W2900947378","https://openalex.org/W2911805825","https://openalex.org/W2913545968","https://openalex.org/W2929208599","https://openalex.org/W3017151926","https://openalex.org/W3027201985","https://openalex.org/W3049615702","https://openalex.org/W3127542860","https://openalex.org/W3133744637","https://openalex.org/W3138181050","https://openalex.org/W3168617150","https://openalex.org/W3172503809","https://openalex.org/W3202748052","https://openalex.org/W4205414295","https://openalex.org/W4206052548","https://openalex.org/W4206218592","https://openalex.org/W4210609119","https://openalex.org/W4226339011","https://openalex.org/W4293258832","https://openalex.org/W4310063435","https://openalex.org/W4310854277","https://openalex.org/W4312620670","https://openalex.org/W4315473884","https://openalex.org/W4386736590","https://openalex.org/W4387682128"],"related_works":["https://openalex.org/W2065648684","https://openalex.org/W2113052720","https://openalex.org/W2799624451","https://openalex.org/W2009383287","https://openalex.org/W2042914788","https://openalex.org/W2182190754","https://openalex.org/W4321264664","https://openalex.org/W2055824452","https://openalex.org/W2121688719","https://openalex.org/W2727313114"],"abstract_inverted_index":{"Synthetic":[0],"aperture":[1],"radar":[2],"(SAR)":[3],"image":[4,46,150,225],"change":[5,47,128,155,185,226],"detection":[6,227],"is":[7,69,92,112,157],"currently":[8],"a":[9,41,86,179,220],"popular":[10],"topic,":[11],"but":[12],"the":[13,25,52,81,96,102,109,116,122,135,139,146,173,205,215],"existence":[14],"of":[15,24,62,83,98,108,118,148,204],"speckle":[16,182],"noise":[17,30],"renders":[18],"it":[19],"challenging.":[20],"Making":[21],"full":[22],"use":[23],"neighborhood":[26],"information":[27],"can":[28,130],"reduce":[29],"interference":[31],"and":[32,55,124,184,199,211],"improve":[33],"accuracy.":[34],"To":[35],"this":[36,38],"end,":[37],"study":[39],"proposes":[40],"graph-guided":[42],"method":[43,176,207,217],"for":[44,223],"SAR":[45,169,224],"detection.":[48],"First,":[49],"we":[50],"establish":[51],"local,":[53],"nonlocal":[54],"global":[56],"connections":[57],"according":[58],"to":[59,76,94,114],"three":[60],"types":[61],"neighboring":[63,119],"rules.":[64],"A":[65],"novel":[66],"heterogeneous":[67,84,103,140],"graph":[68,104,141],"then":[70],"constructed":[71],"by":[72,133,208],"assigning":[73],"different":[74],"weights":[75],"these":[77],"multi-level":[78,99,125],"connections.":[79,100,126],"On":[80],"basic":[82],"graph,":[85],"composite":[87],"random":[88],"walk":[89],"matrix":[90],"(CRWM)":[91],"presented":[93],"quantify":[95],"similarity":[97],"Thereafter,":[101],"shift":[105,142],"system":[106],"consisting":[107],"multi-order":[110,123],"CRWM":[111],"designed":[113],"aggregate":[115],"attributes":[117],"vertices":[120],"along":[121],"The":[127],"measure":[129],"be":[131],"implemented":[132],"comparing":[134],"output":[136],"signals":[137],"from":[138],"systems,":[143],"resulting":[144],"in":[145,193],"generation":[147],"difference":[149],"with":[151,196],"good":[152],"separability.":[153],"Finally,":[154],"analysis":[156],"carried":[158],"out":[159],"using":[160],"binary":[161],"classification":[162],"algorithm.":[163],"Experiments":[164],"conducted":[165],"on":[166],"six":[167],"real":[168],"datasets":[170],"confirm":[171],"that":[172],"proposed":[174,216],"M2HG":[175],"successfully":[177],"strikes":[178],"balance":[180,189],"between":[181],"suppression":[183],"enhancement.":[186],"This":[187],"strategic":[188],"translates":[190],"into":[191],"improve-ments":[192],"performance":[194],"metrics,":[195],"OA,":[197],"\u03ba":[198],"F1":[200],"indicators":[201],"surpassing":[202],"those":[203],"sub-optimal":[206],"0.87%,":[209],"3.34%,":[210],"3.84%,":[212],"respectively.":[213],"Overall,":[214],"emerges":[218],"as":[219],"promising":[221],"contender":[222],"tasks.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
