{"id":"https://openalex.org/W4224261559","doi":"https://doi.org/10.3390/rs14091973","title":"Hyperspectral Anomaly Detection Using Deep Learning: A Review","display_name":"Hyperspectral Anomaly Detection Using Deep Learning: A Review","publication_year":2022,"publication_date":"2022-04-20","ids":{"openalex":"https://openalex.org/W4224261559","doi":"https://doi.org/10.3390/rs14091973"},"language":"en","primary_location":{"id":"doi:10.3390/rs14091973","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14091973","pdf_url":"https://www.mdpi.com/2072-4292/14/9/1973/pdf?version=1650435426","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":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/9/1973/pdf?version=1650435426","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082604341","display_name":"Xing Hu","orcid":"https://orcid.org/0000-0003-1930-0372"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Hu","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China"],"affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329123","display_name":"Chun Xie","orcid":"https://orcid.org/0000-0002-5724-5143"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Xie","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China"],"affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080189133","display_name":"Zhe Fan","orcid":"https://orcid.org/0000-0002-0623-6909"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Fan","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China"],"affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011414847","display_name":"Qianqian Duan","orcid":"https://orcid.org/0000-0002-0356-7294"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianqian Duan","raw_affiliation_strings":["School of Electronics and Electrical Engineering, Shanghai University of Engineering Science, Shanghai 201620, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Electrical Engineering, Shanghai University of Engineering Science, Shanghai 201620, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379743","display_name":"Dawei Zhang","orcid":"https://orcid.org/0000-0002-0841-7826"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dawei Zhang","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China"],"affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science & Technology, Shanghai 200093, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102002511","display_name":"Linhua Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linhua Jiang","raw_affiliation_strings":["Engineering Research Center of AI & Robotics, Ministry of Education, Academy for Engineering & Technology, Fudan University, Shanghai 200433, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of AI & Robotics, Ministry of Education, Academy for Engineering & Technology, Fudan University, Shanghai 200433, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030210439","display_name":"Xian Wei","orcid":"https://orcid.org/0000-0002-9566-7814"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xian Wei","raw_affiliation_strings":["MOE Engineering Research Center of Software and Hardware Co-Design and Application, East China Normal University, Shanghai 200062, China"],"affiliations":[{"raw_affiliation_string":"MOE Engineering Research Center of Software and Hardware Co-Design and Application, East China Normal University, Shanghai 200062, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075013625","display_name":"Danfeng Hong","orcid":"https://orcid.org/0000-0002-3212-9584"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Danfeng Hong","raw_affiliation_strings":["Key Laboratory of Computational Optical Imaging Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computational Optical Imaging Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354142","display_name":"Guoqiang Li","orcid":"https://orcid.org/0000-0001-9005-7112"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqiang Li","raw_affiliation_strings":["School of Software, Shanghai Jiao Tong University, Shanghai 200240, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054486930","display_name":"Xinhua Zeng","orcid":"https://orcid.org/0000-0002-3903-0392"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinhua Zeng","raw_affiliation_strings":["Engineering Research Center of AI & Robotics, Ministry of Education, Academy for Engineering & Technology, Fudan University, Shanghai 200433, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of AI & Robotics, Ministry of Education, Academy for Engineering & Technology, Fudan University, Shanghai 200433, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043221610","display_name":"Wen\u2010Ming Chen","orcid":"https://orcid.org/0000-0003-0409-5118"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenming Chen","raw_affiliation_strings":["Biomechanics and Intelligent Rehabilitation Engineering Group, Institute of Biomedical Engineering & Technology, Fudan University, Shanghai 200433, China"],"affiliations":[{"raw_affiliation_string":"Biomechanics and Intelligent Rehabilitation Engineering Group, Institute of Biomedical Engineering & Technology, Fudan University, Shanghai 200433, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101928432","display_name":"Dongfang Wu","orcid":"https://orcid.org/0000-0002-7312-7884"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongfang Wu","raw_affiliation_strings":["School of Artificial Intelligence, Zhejiang Gongshang University, No. 18 Xuezheng Street, Xiasha Higher Education Park, Hangzhou 314423, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Zhejiang Gongshang University, No. 18 Xuezheng Street, Xiasha Higher Education Park, Hangzhou 314423, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106124934","display_name":"Jocelyn Chanussot","orcid":"https://orcid.org/0000-0003-4817-2875"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jocelyn Chanussot","raw_affiliation_strings":["CNRS, Grenoble INP, GIPSA-Lab, Universit\u00e9 Grenoble Alpes, 38000 Grenoble, France"],"affiliations":[{"raw_affiliation_string":"CNRS, Grenoble INP, GIPSA-Lab, Universit\u00e9 Grenoble Alpes, 38000 Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5100379743"],"corresponding_institution_ids":["https://openalex.org/I148128674"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":12.321,"has_fulltext":true,"cited_by_count":117,"citation_normalized_percentile":{"value":0.98900577,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"14","issue":"9","first_page":"1973","last_page":"1973"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":1.0,"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":1.0,"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":0.9919000267982483,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9304999709129333,"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":0.779149055480957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7570893168449402},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7518987059593201},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7474930286407471},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5860669016838074},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5064350366592407},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.451741486787796},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.41665664315223694},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40959274768829346},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07192635536193848}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.779149055480957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7570893168449402},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7518987059593201},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7474930286407471},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5860669016838074},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5064350366592407},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.451741486787796},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.41665664315223694},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40959274768829346},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07192635536193848},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14091973","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14091973","pdf_url":"https://www.mdpi.com/2072-4292/14/9/1973/pdf?version=1650435426","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:e3c8bfb71cac4027b8864f03496aa2b6","is_oa":true,"landing_page_url":"https://doaj.org/article/e3c8bfb71cac4027b8864f03496aa2b6","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 14, Iss 9, p 1973 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/9/1973/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14091973","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 14; Issue 9; Pages: 1973","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14091973","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14091973","pdf_url":"https://www.mdpi.com/2072-4292/14/9/1973/pdf?version=1650435426","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":[],"awards":[{"id":"https://openalex.org/G1084572967","display_name":null,"funder_award_id":"2019YFB1","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3071995974","display_name":null,"funder_award_id":"62175037","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4215154400","display_name":null,"funder_award_id":"2019YFB1705702","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224261559.pdf","grobid_xml":"https://content.openalex.org/works/W4224261559.grobid-xml"},"referenced_works_count":90,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1843514792","https://openalex.org/W1990953362","https://openalex.org/W2010702969","https://openalex.org/W2025768430","https://openalex.org/W2029316659","https://openalex.org/W2041403224","https://openalex.org/W2047870694","https://openalex.org/W2048695508","https://openalex.org/W2056370875","https://openalex.org/W2124463804","https://openalex.org/W2127589108","https://openalex.org/W2136922672","https://openalex.org/W2158340226","https://openalex.org/W2165447611","https://openalex.org/W2171590421","https://openalex.org/W2171771147","https://openalex.org/W2210036394","https://openalex.org/W2255036043","https://openalex.org/W2292987679","https://openalex.org/W2424277038","https://openalex.org/W2508457857","https://openalex.org/W2519420704","https://openalex.org/W2528067192","https://openalex.org/W2548234276","https://openalex.org/W2592141703","https://openalex.org/W2594721753","https://openalex.org/W2603834682","https://openalex.org/W2750586932","https://openalex.org/W2755992512","https://openalex.org/W2764207251","https://openalex.org/W2768800090","https://openalex.org/W2782930397","https://openalex.org/W2789806937","https://openalex.org/W2790888198","https://openalex.org/W2803446235","https://openalex.org/W2807662216","https://openalex.org/W2884276099","https://openalex.org/W2886042776","https://openalex.org/W2901555355","https://openalex.org/W2942454403","https://openalex.org/W2949079224","https://openalex.org/W2959891261","https://openalex.org/W2963061824","https://openalex.org/W2969635036","https://openalex.org/W2972480129","https://openalex.org/W2983563481","https://openalex.org/W2985448050","https://openalex.org/W3003955104","https://openalex.org/W3005109735","https://openalex.org/W3007076381","https://openalex.org/W3015560401","https://openalex.org/W3016410830","https://openalex.org/W3034185665","https://openalex.org/W3038308280","https://openalex.org/W3038484094","https://openalex.org/W3047443805","https://openalex.org/W3048631361","https://openalex.org/W3080792885","https://openalex.org/W3088148076","https://openalex.org/W3099831940","https://openalex.org/W3102692100","https://openalex.org/W3103695279","https://openalex.org/W3111050907","https://openalex.org/W3123098349","https://openalex.org/W3124606680","https://openalex.org/W3133902755","https://openalex.org/W3137199127","https://openalex.org/W3140885850","https://openalex.org/W3153872861","https://openalex.org/W3157052017","https://openalex.org/W3158390871","https://openalex.org/W3159815144","https://openalex.org/W3160068210","https://openalex.org/W3160862141","https://openalex.org/W3164530652","https://openalex.org/W3206269217","https://openalex.org/W3206450719","https://openalex.org/W4210500430","https://openalex.org/W4211154234","https://openalex.org/W4220828048","https://openalex.org/W4312565770","https://openalex.org/W6688243817","https://openalex.org/W6734374908","https://openalex.org/W6789448831","https://openalex.org/W6791818776","https://openalex.org/W6794709543","https://openalex.org/W6809555534","https://openalex.org/W6982409450","https://openalex.org/W7016021835"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W2949096641","https://openalex.org/W4380075502","https://openalex.org/W2970686063","https://openalex.org/W4320729701","https://openalex.org/W4254103348","https://openalex.org/W3210378990","https://openalex.org/W3034745255"],"abstract_inverted_index":{"Hyperspectral":[0],"image-anomaly":[1],"detection":[2],"(HSI-AD)":[3],"has":[4,35,67,79,86],"become":[5],"one":[6],"of":[7,14,20,52,73,97,117,130,147,152,176,186],"the":[8,12,71,94,105,115,120,128,144,150,153,168,187],"research":[9,196],"hotspots":[10],"in":[11,40,56,70,83,133],"field":[13],"remote":[15],"sensing.":[16],"Because":[17],"HSI\u2019s":[18],"features":[19,54],"integrating":[21],"image":[22],"and":[23,64,85,103,119,126,142,167],"spectrum":[24],"provide":[25,191],"a":[26,36,49,182,192],"considerable":[27],"data":[28,58,165],"basis":[29],"for":[30,194],"abnormal":[31],"object":[32],"detection,":[33],"HSI-AD":[34,84,98,118,154,188],"huge":[37],"application":[38],"potential":[39],"HSI":[41,57],"analysis.":[42],"It":[43],"is":[44,160,179],"difficult":[45],"to":[46,180,190],"effectively":[47],"extract":[48],"large":[50],"number":[51],"nonlinear":[53,74],"contained":[55],"using":[59],"traditional":[60,124],"machine":[61],"learning":[62,66,78,102,132,159],"methods,":[63],"deep":[65,77,101,131,158],"incomparable":[68],"advantages":[69,129],"extraction":[72],"features.":[75],"Therefore,":[76],"been":[80],"widely":[81],"used":[82],"shown":[87],"excellent":[88],"performance.":[89],"This":[90],"review":[91,141],"systematically":[92,140],"summarizes":[93],"related":[95],"reference":[96,193],"based":[99,156],"on":[100,157,162],"classifies":[104],"corresponding":[106,145],"methods":[107,125,146],"into":[108],"performance":[109,151],"comparisons.":[110],"Specifically,":[111],"we":[112,139],"first":[113],"introduce":[114,127],"characteristics":[116],"challenges":[121,170],"faced":[122],"by":[123],"dealing":[134],"with":[135],"these":[136],"problems.":[137],"Then,":[138],"classify":[143],"HSI-AD.":[148],"Finally,":[149],"method":[155,189],"compared":[161],"several":[163],"mainstream":[164],"sets,":[166],"existing":[169],"are":[171],"summarized.":[172],"The":[173],"main":[174],"purpose":[175],"this":[177],"article":[178],"give":[181],"more":[183],"comprehensive":[184],"overview":[185],"future":[195],"work.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":36},{"year":2024,"cited_by_count":39},{"year":2023,"cited_by_count":29},{"year":2022,"cited_by_count":5}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}