{"id":"https://openalex.org/W4404177832","doi":"https://doi.org/10.1109/tip.2024.3490894","title":"Learning a Cross-Modality Anomaly Detector for Remote Sensing Imagery","display_name":"Learning a Cross-Modality Anomaly Detector for Remote Sensing Imagery","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404177832","doi":"https://doi.org/10.1109/tip.2024.3490894","pmid":"https://pubmed.ncbi.nlm.nih.gov/39514358"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2024.3490894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2024.3490894","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/TIP.2024.3490894","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100671144","display_name":"Jingtao Li","orcid":"https://orcid.org/0000-0002-0263-9831"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingtao Li","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing and Hubei Provincial Engineering Research Center of Natural Resources Remote Sensing Monitoring, Wuhan University, Wuhan, China","Mapping and Remote Sensing and the Hubei Provincial Engineering Research Center of Natural Resources Remote Sensing Monitoring, State Key Laboratory of Information Engineering in Surveying, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-0263-9831","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing and Hubei Provincial Engineering Research Center of Natural Resources Remote Sensing Monitoring, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"Mapping and Remote Sensing and the Hubei Provincial Engineering Research Center of Natural Resources Remote Sensing Monitoring, State Key Laboratory of Information Engineering in Surveying, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352781","display_name":"Xinyu Wang","orcid":"https://orcid.org/0000-0002-0493-3954"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Wang","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-0493-3954","affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035641804","display_name":"Hengwei Zhao","orcid":"https://orcid.org/0000-0001-5878-5152"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengwei Zhao","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing and Hubei Provincial Engineering Research Center of Natural Resources Remote Sensing Monitoring, Wuhan University, Wuhan, China","Mapping and Remote Sensing and the Hubei Provincial Engineering Research Center of Natural Resources Remote Sensing Monitoring, State Key Laboratory of Information Engineering in Surveying, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-5878-5152","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing and Hubei Provincial Engineering Research Center of Natural Resources Remote Sensing Monitoring, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"Mapping and Remote Sensing and the Hubei Provincial Engineering Research Center of Natural Resources Remote Sensing Monitoring, State Key Laboratory of Information Engineering in Surveying, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100754351","display_name":"Yanfei Zhong","orcid":"https://orcid.org/0000-0001-9446-5850"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfei Zhong","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing and Hubei Provincial Engineering Research Center of Natural Resources Remote Sensing Monitoring, Wuhan University, Wuhan, China","Mapping and Remote Sensing and the Hubei Provincial Engineering Research Center of Natural Resources Remote Sensing Monitoring, State Key Laboratory of Information Engineering in Surveying, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-9446-5850","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing and Hubei Provincial Engineering Research Center of Natural Resources Remote Sensing Monitoring, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"Mapping and Remote Sensing and the Hubei Provincial Engineering Research Center of Natural Resources Remote Sensing Monitoring, State Key Laboratory of Information Engineering in Surveying, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0547,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.92612048,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"33","issue":null,"first_page":"6607","last_page":"6621"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9860000014305115,"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":0.9860000014305115,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9495000243186951,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5981072783470154},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5759509205818176},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5722849369049072},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5587669610977173},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5540823936462402},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5471346974372864},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.48733219504356384},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.44932466745376587},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3738347589969635},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.22100013494491577},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13193285465240479},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10071641206741333}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5981072783470154},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5759509205818176},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5722849369049072},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5587669610977173},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5540823936462402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5471346974372864},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.48733219504356384},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.44932466745376587},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3738347589969635},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.22100013494491577},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13193285465240479},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10071641206741333},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2024.3490894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2024.3490894","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:39514358","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39514358","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:zenodo.org:14538584","is_oa":true,"landing_page_url":"https://doi.org/10.1109/TIP.2024.3490894","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:14538584","is_oa":true,"landing_page_url":"https://doi.org/10.1109/TIP.2024.3490894","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4093505136","display_name":null,"funder_award_id":"42325105","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W1980408565","https://openalex.org/W2004491663","https://openalex.org/W2009539575","https://openalex.org/W2034259921","https://openalex.org/W2039080296","https://openalex.org/W2040078680","https://openalex.org/W2043441451","https://openalex.org/W2047870694","https://openalex.org/W2067897118","https://openalex.org/W2105234315","https://openalex.org/W2112737239","https://openalex.org/W2115927538","https://openalex.org/W2116861100","https://openalex.org/W2124267685","https://openalex.org/W2124463804","https://openalex.org/W2142552707","https://openalex.org/W2145962650","https://openalex.org/W2158340226","https://openalex.org/W2165447611","https://openalex.org/W2288752886","https://openalex.org/W2295576075","https://openalex.org/W2507855991","https://openalex.org/W2549107715","https://openalex.org/W2577537809","https://openalex.org/W2592141703","https://openalex.org/W2756413074","https://openalex.org/W2796629918","https://openalex.org/W2808383363","https://openalex.org/W2898121906","https://openalex.org/W2907085048","https://openalex.org/W2949079224","https://openalex.org/W2962849594","https://openalex.org/W2964049460","https://openalex.org/W2965716428","https://openalex.org/W2969635036","https://openalex.org/W2983563481","https://openalex.org/W2990171858","https://openalex.org/W3000408695","https://openalex.org/W3008839601","https://openalex.org/W3010079414","https://openalex.org/W3038308280","https://openalex.org/W3049655825","https://openalex.org/W3087931076","https://openalex.org/W3117374221","https://openalex.org/W3117962949","https://openalex.org/W3120920539","https://openalex.org/W3121020412","https://openalex.org/W3130063696","https://openalex.org/W3137199127","https://openalex.org/W3137928916","https://openalex.org/W3153686193","https://openalex.org/W3164530652","https://openalex.org/W3164714368","https://openalex.org/W3191380334","https://openalex.org/W3199351457","https://openalex.org/W3210780861","https://openalex.org/W3211107438","https://openalex.org/W4200607031","https://openalex.org/W4214806231","https://openalex.org/W4225712758","https://openalex.org/W4226075372","https://openalex.org/W4236683006","https://openalex.org/W4307135244","https://openalex.org/W4307502605","https://openalex.org/W4312289230","https://openalex.org/W4319996416","https://openalex.org/W4380434222","https://openalex.org/W4382239733","https://openalex.org/W4382619861","https://openalex.org/W4384820298","https://openalex.org/W4385255251","https://openalex.org/W4390347709","https://openalex.org/W4391880737","https://openalex.org/W6838461383","https://openalex.org/W6844492496","https://openalex.org/W6851035816","https://openalex.org/W6857949392"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":{"Remote":[0],"sensing":[1],"anomaly":[2,23,44,49,146],"detector":[3],"can":[4],"find":[5],"the":[6,10,19,47,54,58,69,72,83,89,94,99,107,114,139,153,157,163],"objects":[7],"deviating":[8],"from":[9,82,93],"background":[11,56,96],"as":[12],"potential":[13],"targets":[14],"for":[15,75,129,160],"Earth":[16],"monitoring.":[17],"Given":[18],"diversity":[20],"in":[21,110,170],"earth":[22,40],"types,":[24],"designing":[25],"a":[26],"transferring":[27,115],"model":[28,60,154,165],"with":[29],"cross-modality":[30,167],"detection":[31,168],"ability":[32,116,169],"should":[33],"be":[34,62],"cost-effective":[35],"and":[36,43,80,131,180],"flexible":[37],"to":[38,52,64,98,144,151],"new":[39],"observation":[41],"sources":[42],"types.":[45],"However,":[46],"current":[48],"detectors":[50],"aim":[51],"learn":[53],"certain":[55],"distribution,":[57,85],"trained":[59,164],"cannot":[61],"transferred":[63],"unseen":[65],"images.":[66],"Inspired":[67],"by":[68],"fact":[70],"that":[71,106],"deviation":[73,101,119,133,161],"metric":[74],"score":[76],"ranking":[77,134],"is":[78],"consistent":[79,100],"independent":[81],"image":[84],"this":[86,123],"study":[87],"exploits":[88],"learning":[90,159],"target":[91],"conversion":[92],"varying":[95],"distribution":[97],"metric.":[102,120],"We":[103],"theoretically":[104],"prove":[105],"large-margin":[108,158],"condition":[109],"labeled":[111],"samples":[112],"ensures":[113],"of":[117],"learned":[118],"To":[121],"satisfy":[122],"condition,":[124],"two":[125],"large":[126],"margin":[127],"losses":[128],"pixel-level":[130],"feature-level":[132],"are":[135,142,149],"proposed":[136],"respectively.":[137],"Since":[138],"real":[140],"anomalies":[141],"difficult":[143],"acquire,":[145],"simulation":[147],"strategies":[148],"designed":[150],"compute":[152],"loss.":[155],"With":[156],"metric,":[162],"achieves":[166],"five":[171],"modalities-hyperspectral,":[172],"visible":[173],"light,":[174],"synthetic":[175],"aperture":[176],"radar":[177],"(SAR),":[178],"infrared":[179],"low-light-in":[181],"zero-shot":[182],"manner.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}