{"id":"https://openalex.org/W4404688647","doi":"https://doi.org/10.1109/jstars.2024.3506116","title":"Global Information and Structure Tensor Guided Collaborative Representation for Anomaly Detection","display_name":"Global Information and Structure Tensor Guided Collaborative Representation for Anomaly Detection","publication_year":2024,"publication_date":"2024-11-25","ids":{"openalex":"https://openalex.org/W4404688647","doi":"https://doi.org/10.1109/jstars.2024.3506116"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3506116","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3506116","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":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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://doi.org/10.1109/jstars.2024.3506116","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101405735","display_name":"Meiping Song","orcid":"https://orcid.org/0000-0002-4489-5470"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiping Song","raw_affiliation_strings":["Center for Hyperspectral Imaging in Remote Sensing, Information Science and Technology College, Dalian Maritime University, Dalian, China","Center for Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-4489-5470","affiliations":[{"raw_affiliation_string":"Center for Hyperspectral Imaging in Remote Sensing, Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Center for Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhenyu Guo","orcid":"https://orcid.org/0009-0000-4978-7914"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Guo","raw_affiliation_strings":["Center for Hyperspectral Imaging in Remote Sensing, Information Science and Technology College, Dalian Maritime University, Dalian, China","Center for Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0000-4978-7914","affiliations":[{"raw_affiliation_string":"Center for Hyperspectral Imaging in Remote Sensing, Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Center for Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373015","display_name":"Lan Li","orcid":"https://orcid.org/0000-0002-3175-4169"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Li","raw_affiliation_strings":["Center for Hyperspectral Imaging in Remote Sensing, Information Science and Technology College, Dalian Maritime University, Dalian, China","Center for Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-3175-4169","affiliations":[{"raw_affiliation_string":"Center for Hyperspectral Imaging in Remote Sensing, Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Center for Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045905574","display_name":"Shihui Liu","orcid":"https://orcid.org/0000-0002-6697-7899"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shihui Liu","raw_affiliation_strings":["Center for Hyperspectral Imaging in Remote Sensing, Information Science and Technology College, Dalian Maritime University, Dalian, China","Center for Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-6697-7899","affiliations":[{"raw_affiliation_string":"Center for Hyperspectral Imaging in Remote Sensing, Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Center for Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045675147","display_name":"Haimo Bao","orcid":"https://orcid.org/0000-0001-5706-2155"},"institutions":[{"id":"https://openalex.org/I2800517447","display_name":"Guangzhou Academy of Fine Arts","ror":"https://ror.org/044my7157","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800517447"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haimo Bao","raw_affiliation_strings":["School of Innovation Design, Guangzhou Academy of Fine Arts, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5706-2155","affiliations":[{"raw_affiliation_string":"School of Innovation Design, Guangzhou Academy of Fine Arts, Guangzhou, China","institution_ids":["https://openalex.org/I2800517447"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114786133","display_name":"L Jiakang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094602","display_name":"Tobacco Research Institute","ror":"https://ror.org/0099xbw16","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094602","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiakang Li","raw_affiliation_strings":["Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0009-0007-6843-0233","affiliations":[{"raw_affiliation_string":"Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, China","institution_ids":["https://openalex.org/I4210094602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":1.1114,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82005642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"18","issue":null,"first_page":"3236","last_page":"3252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.988099992275238,"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":0.988099992275238,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9613999724388123,"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/computer-science","display_name":"Computer science","score":0.6035023927688599},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5762120485305786},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5691918730735779},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.44661396741867065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3031458258628845},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1424962282180786},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08179914951324463}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6035023927688599},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5762120485305786},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5691918730735779},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.44661396741867065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3031458258628845},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1424962282180786},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08179914951324463},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3506116","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3506116","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":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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:524a02e2ec17477787aa2ed87358d317","is_oa":true,"landing_page_url":"https://doaj.org/article/524a02e2ec17477787aa2ed87358d317","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 18, Pp 3236-3252 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3506116","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3506116","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":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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/G5800071179","display_name":"\u57fa\u4e8e\u6d4b\u5ea6\u4fdd\u6301\u548c\u4efb\u52a1\u9a71\u52a8\u7684\u975e\u76d1\u7763\u6ce2\u6bb5\u9009\u62e9\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61971082","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":44,"referenced_works":["https://openalex.org/W1972344061","https://openalex.org/W2004491663","https://openalex.org/W2010702969","https://openalex.org/W2017014096","https://openalex.org/W2024288510","https://openalex.org/W2047519171","https://openalex.org/W2047870694","https://openalex.org/W2124463804","https://openalex.org/W2147042314","https://openalex.org/W2295576075","https://openalex.org/W2313320453","https://openalex.org/W2911876518","https://openalex.org/W2914981178","https://openalex.org/W2948363198","https://openalex.org/W2999536074","https://openalex.org/W3007076381","https://openalex.org/W3034493263","https://openalex.org/W3112037842","https://openalex.org/W3124851637","https://openalex.org/W3137199127","https://openalex.org/W3186256209","https://openalex.org/W3206364701","https://openalex.org/W3211935754","https://openalex.org/W4200272877","https://openalex.org/W4214806231","https://openalex.org/W4226401714","https://openalex.org/W4282929851","https://openalex.org/W4289823735","https://openalex.org/W4319866034","https://openalex.org/W4319990014","https://openalex.org/W4328110681","https://openalex.org/W4367146981","https://openalex.org/W4378194596","https://openalex.org/W4382936664","https://openalex.org/W4385153806","https://openalex.org/W4386175343","https://openalex.org/W4386602372","https://openalex.org/W4388240218","https://openalex.org/W4388240256","https://openalex.org/W4388268133","https://openalex.org/W4400648070","https://openalex.org/W4401880010","https://openalex.org/W4402125357","https://openalex.org/W4403210136"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Anomaly":[0],"detection":[1,12,16,41,71,83,140,164,193],"is":[2,85,133],"susceptible":[3,125],"to":[4,32,102,117,126,161],"complex":[5],"background":[6,107,185],"and":[7,13,57,68,77,93,139,153,179,186,189],"interference":[8,127,154,187],"noise.":[9],"Local":[10],"anomaly":[11,122,148,192],"collaborative":[14,81,100],"representation":[15,82,101,146,159],"can":[17],"effectively":[18],"suppress":[19],"background.":[20],"However,":[21],"they":[22],"both":[23],"encounter":[24],"the":[25,44,70,91,99,110,119,136,163,168,173],"problem":[26,120],"of":[27,143],"window":[28],"size":[29],"determination":[30],"due":[31],"unexpectable":[33],"target":[34],"size,":[35],"which":[36,61],"will":[37],"strongly":[38],"limit":[39],"their":[40],"performance.":[42],"On":[43],"other":[45],"hand,":[46],"some":[47,180],"interferences":[48],"show":[49,171],"similar":[50],"properties":[51],"with":[52],"anomalies,":[53],"namely":[54],"small,":[55],"weak":[56],"in":[58,87,184],"low":[59],"probability,":[60],"would":[62],"be":[63],"wrongly":[64],"reputed":[65],"as":[66],"anomalies":[67],"degrade":[69],"accuracy":[72],"too.":[73],"A":[74],"global":[75,92],"information":[76,95],"structure":[78,131],"tensor":[79,132],"guided":[80],"method":[84,174],"proposed":[86,182],"this":[88],"article.":[89],"First,":[90],"local":[94],"are":[96,124,149,156],"combined":[97],"into":[98,135],"obtain":[103],"a":[104],"more":[105],"valuable":[106],"dictionary,":[108],"preventing":[109],"big":[111],"targets":[112,123],"from":[113,158],"being":[114],"missed.":[115],"Second,":[116],"address":[118],"that":[121,172],"spectra,":[128],"an":[129],"improved":[130],"introduced":[134],"band":[137],"selection":[138],"refining.":[141],"Bands":[142],"better":[144,176],"spatial":[145],"for":[147,151],"selected":[150],"detecting,":[152],"spectra":[155],"removed":[157],"residual":[160],"refine":[162],"result.":[165],"Experiments":[166],"on":[167],"real":[169],"datasets":[170],"performs":[175],"than":[177],"classical":[178],"recently":[181],"methods":[183],"suppression,":[188],"achieves":[190],"satisfactory":[191],"precision.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}