{"id":"https://openalex.org/W4404040489","doi":"https://doi.org/10.3390/rs16214109","title":"SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want","display_name":"SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want","publication_year":2024,"publication_date":"2024-11-03","ids":{"openalex":"https://openalex.org/W4404040489","doi":"https://doi.org/10.3390/rs16214109"},"language":"en","primary_location":{"id":"doi:10.3390/rs16214109","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16214109","pdf_url":"https://www.mdpi.com/2072-4292/16/21/4109/pdf?version=1730781126","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/21/4109/pdf?version=1730781126","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008945926","display_name":"Ling Zhao","orcid":"https://orcid.org/0000-0002-6103-1113"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Zhao","raw_affiliation_strings":["School of Geosciences and Info-Physics, Central South University, Changsha 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Geosciences and Info-Physics, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007091110","display_name":"Zhenyang Huang","orcid":"https://orcid.org/0009-0007-3785-8800"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyang Huang","raw_affiliation_strings":["School of Geosciences and Info-Physics, Central South University, Changsha 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Geosciences and Info-Physics, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035473031","display_name":"Yipeng Wang","orcid":"https://orcid.org/0000-0003-3421-6267"},"institutions":[{"id":"https://openalex.org/I106994412","display_name":"Sinopec (China)","ror":"https://ror.org/0161q6d74","country_code":"CN","type":"company","lineage":["https://openalex.org/I106994412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yipeng Wang","raw_affiliation_strings":["Beidou Operation Service Center, Sinopec Geophysical Corporation, Nanjing 211100, China"],"affiliations":[{"raw_affiliation_string":"Beidou Operation Service Center, Sinopec Geophysical Corporation, Nanjing 211100, China","institution_ids":["https://openalex.org/I106994412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053368234","display_name":"Chengli Peng","orcid":"https://orcid.org/0000-0001-6042-3871"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengli Peng","raw_affiliation_strings":["School of Geosciences and Info-Physics, Central South University, Changsha 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Geosciences and Info-Physics, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068743816","display_name":"Jun Gan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137963","display_name":"China Railway Design Corporation (China)","ror":"https://ror.org/03x1j8d96","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210137963"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Gan","raw_affiliation_strings":["China Railway Design Corporation, Tianjin 300308, China"],"affiliations":[{"raw_affiliation_string":"China Railway Design Corporation, Tianjin 300308, China","institution_ids":["https://openalex.org/I4210137963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398353","display_name":"Haifeng Li","orcid":"https://orcid.org/0000-0003-1173-6593"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifeng Li","raw_affiliation_strings":["School of Geosciences and Info-Physics, Central South University, Changsha 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Geosciences and Info-Physics, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007523615","display_name":"Chao Hu","orcid":"https://orcid.org/0000-0003-3606-2900"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Hu","raw_affiliation_strings":["School of Electronic Infromation, Central South University, Changsha 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Infromation, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5007523615"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.683,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76415906,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"16","issue":"21","first_page":"4109","last_page":"4109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.95169997215271,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.95169997215271,"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/T11719","display_name":"Data Quality and Management","score":0.9498000144958496,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.925599992275238,"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/semantic-change","display_name":"Semantic change","score":0.5997120141983032},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.5638231635093689},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4965408444404602},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.37466222047805786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25305384397506714},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2126687467098236}],"concepts":[{"id":"https://openalex.org/C36391188","wikidata":"https://www.wikidata.org/wiki/Q1939117","display_name":"Semantic change","level":2,"score":0.5997120141983032},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.5638231635093689},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4965408444404602},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.37466222047805786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25305384397506714},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2126687467098236}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16214109","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16214109","pdf_url":"https://www.mdpi.com/2072-4292/16/21/4109/pdf?version=1730781126","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7fb2835342184daca61f37aaf90c40ae","is_oa":true,"landing_page_url":"https://doaj.org/article/7fb2835342184daca61f37aaf90c40ae","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 21, p 4109 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16214109","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16214109","pdf_url":"https://www.mdpi.com/2072-4292/16/21/4109/pdf?version=1730781126","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G5617405802","display_name":null,"funder_award_id":"2022JJ30698","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404040489.pdf","grobid_xml":"https://content.openalex.org/works/W4404040489.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W1499255288","https://openalex.org/W1547333268","https://openalex.org/W1903029394","https://openalex.org/W1981795482","https://openalex.org/W2031026720","https://openalex.org/W2051878103","https://openalex.org/W2085283969","https://openalex.org/W2111320133","https://openalex.org/W2312255383","https://openalex.org/W2331914796","https://openalex.org/W2332105609","https://openalex.org/W2551397753","https://openalex.org/W2564140372","https://openalex.org/W2579702661","https://openalex.org/W2584157278","https://openalex.org/W2619192325","https://openalex.org/W2765651931","https://openalex.org/W2779571083","https://openalex.org/W2789813335","https://openalex.org/W2794750833","https://openalex.org/W2884408792","https://openalex.org/W2891248708","https://openalex.org/W2902190145","https://openalex.org/W2908320224","https://openalex.org/W2914608334","https://openalex.org/W2919115771","https://openalex.org/W2921442714","https://openalex.org/W3009942016","https://openalex.org/W3027225766","https://openalex.org/W3037640242","https://openalex.org/W3109074851","https://openalex.org/W3126337491","https://openalex.org/W3130754787","https://openalex.org/W3135367836","https://openalex.org/W3138516171","https://openalex.org/W3149538041","https://openalex.org/W3157062364","https://openalex.org/W3176330035","https://openalex.org/W3177155650","https://openalex.org/W3182928821","https://openalex.org/W3185341429","https://openalex.org/W3186032668","https://openalex.org/W3211465673","https://openalex.org/W4205883350","https://openalex.org/W4226305459","https://openalex.org/W4226361741","https://openalex.org/W4229002315","https://openalex.org/W4291274764","https://openalex.org/W4312350143","https://openalex.org/W4312960937","https://openalex.org/W4318767292","https://openalex.org/W4319996564","https://openalex.org/W4323065138","https://openalex.org/W4365606129","https://openalex.org/W4367333248","https://openalex.org/W4376851287","https://openalex.org/W4378364371","https://openalex.org/W4378768627","https://openalex.org/W4379141755","https://openalex.org/W4388936930","https://openalex.org/W4390848649","https://openalex.org/W4390874575","https://openalex.org/W4391559577","https://openalex.org/W4392883897","https://openalex.org/W4399490840","https://openalex.org/W4402264000","https://openalex.org/W4402915908","https://openalex.org/W6679103829","https://openalex.org/W6739901393","https://openalex.org/W6790731625","https://openalex.org/W6794209188","https://openalex.org/W6797500923","https://openalex.org/W6798057236","https://openalex.org/W6799693294","https://openalex.org/W6810987806","https://openalex.org/W6849954485","https://openalex.org/W6851607685","https://openalex.org/W6853269300","https://openalex.org/W6855679357"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2568858292","https://openalex.org/W1515964938","https://openalex.org/W2389381914","https://openalex.org/W2390279801","https://openalex.org/W2343427588","https://openalex.org/W3090836511","https://openalex.org/W2902422922"],"abstract_inverted_index":{"The":[0,67,138,214],"existing":[1],"change":[2,12,19,37,79,157],"detection":[3,13],"(CD)":[4],"methods":[5],"can":[6,70],"be":[7,111],"summarized":[8],"as":[9],"the":[10,44,51,87,94,114,119,124,133,147,161,165,182,185,205],"visual-first":[11],"(ViFi-CD)":[14],"paradigm,":[15,132,167],"which":[16],"first":[17,145],"extracts":[18],"features":[20,80,158],"from":[21,82],"visual":[22,83],"differences":[23],"and":[24,93,152,222],"then":[25,153],"assigns":[26],"them":[27],"specific":[28,73,78],"semantic":[29,61],"information.":[30],"However,":[31],"CD":[32,45,101,131,135,188,220],"is":[33,143],"essentially":[34],"dependent":[35],"on":[36,164,177,204],"regions":[38],"of":[39,62,75,90,141,150,199,212],"interest":[40,63,76,151],"(CRoIs),":[41],"meaning":[42],"that":[43,181,198],"results":[46],"are":[47],"directly":[48],"determined":[49],"by":[50,113],"semantics":[52,74,149],"changes":[53,106],"in":[54,107],"interest,":[55],"making":[56],"its":[57],"primary":[58],"image":[59],"factor":[60],"rather":[64],"than":[65,197],"visual.":[66],"ViFi-CD":[68,115],"paradigm":[69],"only":[71],"assign":[72],"to":[77,86,96,98,144,160],"extracted":[81],"differences,":[84],"leading":[85],"inevitable":[88],"omission":[89],"potential":[91],"CRoIs":[92,109],"inability":[95],"adapt":[97],"different":[99],"CRoI":[100],"tasks.":[102],"In":[103],"other":[104,108],"words,":[105],"cannot":[110],"detected":[112],"method":[116],"without":[117],"retraining":[118],"model":[120],"or":[121],"significantly":[122],"modifying":[123],"method.":[125],"This":[126],"paper":[127],"introduces":[128],"a":[129,209,218],"new":[130],"semantic-first":[134],"(SeFi-CD)":[136],"paradigm.":[137],"core":[139],"idea":[140],"SeFi-CD":[142,166,216],"perceive":[146],"dynamic":[148],"visually":[154],"search":[155],"for":[156],"related":[159],"semantics.":[162],"Based":[163],"we":[168],"designed":[169],"Anything":[170],"You":[171],"Want":[172],"Change":[173],"Detection":[174],"(AUWCD).":[175],"Experiments":[176],"public":[178],"datasets":[179],"demonstrate":[180],"AUWCD":[183],"outperforms":[184],"current":[186],"state-of-the-art":[187],"methods,":[189],"achieving":[190],"an":[191],"average":[192],"F1":[193],"score":[194],"5.01%":[195],"higher":[196],"these":[200],"advanced":[201],"supervised":[202],"baselines":[203],"SECOND":[206],"dataset,":[207],"with":[208],"maximum":[210],"increase":[211],"13.17%.":[213],"proposed":[215],"offers":[217],"novel":[219],"perspective":[221],"approach.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}