{"id":"https://openalex.org/W4366678167","doi":"https://doi.org/10.1109/tgrs.2023.3269097","title":"Anomaly Detection of Hyperspectral Image With Hierarchical Antinoise Mutual-Incoherence- Induced Low-Rank Representation","display_name":"Anomaly Detection of Hyperspectral Image With Hierarchical Antinoise Mutual-Incoherence- Induced Low-Rank Representation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4366678167","doi":"https://doi.org/10.1109/tgrs.2023.3269097"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2023.3269097","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3269097","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009251831","display_name":"Tan Guo","orcid":"https://orcid.org/0000-0001-9523-8094"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tan Guo","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100779346","display_name":"Long He","orcid":"https://orcid.org/0000-0002-1391-5555"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long He","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064046752","display_name":"Fulin Luo","orcid":"https://orcid.org/0000-0002-7696-0775"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fulin Luo","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008251375","display_name":"Xiuwen Gong","orcid":"https://orcid.org/0000-0002-1078-1571"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiuwen Gong","raw_affiliation_strings":["Faculty of Engineering, The University of Sydney, Camperdown, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, The University of Sydney, Camperdown, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022893707","display_name":"Yuanyuan Li","orcid":"https://orcid.org/0000-0001-7745-5263"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Li","raw_affiliation_strings":["College of Automation, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Automation, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106578837","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-5305-8543"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5009251831"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":11.0888,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.98625979,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"61","issue":null,"first_page":"1","last_page":"13"},"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":0.9641000032424927,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9412000179290771,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.723829984664917},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.7237741947174072},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7166262865066528},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6956217885017395},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6723147034645081},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6585828065872192},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.653626024723053},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5009105205535889},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4819350242614746},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.286650687456131},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2483506202697754}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.723829984664917},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.7237741947174072},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7166262865066528},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6956217885017395},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6723147034645081},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6585828065872192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.653626024723053},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5009105205535889},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4819350242614746},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.286650687456131},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2483506202697754},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2023.3269097","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3269097","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1722848255","display_name":null,"funder_award_id":"CSTB2022NSCQ-MSX0452","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G2532463097","display_name":null,"funder_award_id":"62071340","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4703521862","display_name":null,"funder_award_id":"62276037","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5922005406","display_name":null,"funder_award_id":"62201109","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/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1992405901","https://openalex.org/W1997201895","https://openalex.org/W2004491663","https://openalex.org/W2024288510","https://openalex.org/W2047870694","https://openalex.org/W2067897118","https://openalex.org/W2081477191","https://openalex.org/W2103972604","https://openalex.org/W2160813243","https://openalex.org/W2163957348","https://openalex.org/W2165447611","https://openalex.org/W2288752886","https://openalex.org/W2295576075","https://openalex.org/W2475283175","https://openalex.org/W2740976805","https://openalex.org/W2791514264","https://openalex.org/W2796629918","https://openalex.org/W2898121906","https://openalex.org/W2900199428","https://openalex.org/W2944653015","https://openalex.org/W2955133371","https://openalex.org/W2972480129","https://openalex.org/W2972614519","https://openalex.org/W2981073809","https://openalex.org/W2998142089","https://openalex.org/W3008839601","https://openalex.org/W3012136461","https://openalex.org/W3126418353","https://openalex.org/W3153686193","https://openalex.org/W3171427178","https://openalex.org/W3195044646","https://openalex.org/W3196594491","https://openalex.org/W3211935754","https://openalex.org/W3214193733","https://openalex.org/W3217526930","https://openalex.org/W4226038296","https://openalex.org/W4226256607","https://openalex.org/W4285198192","https://openalex.org/W4285233009","https://openalex.org/W4290079400","https://openalex.org/W4292363360","https://openalex.org/W4310064006","https://openalex.org/W4319865968","https://openalex.org/W6641824200","https://openalex.org/W6790231763","https://openalex.org/W6841550783"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2404757046","https://openalex.org/W2044184146","https://openalex.org/W2070598848","https://openalex.org/W4313014865","https://openalex.org/W2076134148"],"abstract_inverted_index":{"Hyperspectral":[0],"image":[1],"(HSI)":[2],"anomaly":[3,14,42,105],"detection":[4],"(AD)":[5],"generally":[6],"considers":[7],"background":[8,28,32,47,86,114,118,152],"pixels":[9,15,33,48],"as":[10,16],"low-rank":[11],"distribution":[12],"and":[13,38,83,87,107,133,153],"sparse":[17,41],"distribution.":[18],"However,":[19],"it":[20],"is":[21,76,98,111,125,146],"usually":[22],"difficult":[23],"to":[24,78,102,115,136,148],"construct":[25],"an":[26,60],"accurate":[27],"dictionary":[29],"for":[30,68,89],"the":[31,80,104,117,138,151,163],"composed":[34],"of":[35,70],"different":[36],"land-covers,":[37],"completely":[39],"separate":[40],"targets":[43,101],"from":[44],"various":[45],"complicated":[46],"with":[49],"complex":[50],"mixed":[51,122],"noise":[52,123],"interference.":[53],"To":[54],"address":[55],"these":[56],"challenges,":[57],"we":[58],"propose":[59],"anti-noise":[61,139],"hierarchical":[62,143],"mutual-incoherence-induced":[63],"discriminative":[64],"learning":[65],"(AHMID)":[66],"method":[67,165],"AD":[69,159,170],"HSI.":[71],"A":[72],"structural":[73],"incoherence":[74,84],"constraint":[75,97,110],"designed":[77],"constrain":[79],"inherent":[81],"dissimilarity":[82],"between":[85],"anomalies":[88],"improving":[90],"their":[91],"separability.":[92],"Then,":[93],"a":[94,108,121,142,167],"first-order":[95],"statistic":[96],"conducted":[99],"on":[100,113,156],"enhance":[103],"representation,":[106],"decentralization":[109],"used":[112],"suppress":[116],"representation.":[119],"Meanwhile,":[120],"model":[124],"constructed":[126],"by":[127],"\u2113":[128],"<sub":[129],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[130],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1,1</sub>":[131],"-norm":[132],"Frobenius":[134],"norm":[135],"improve":[137],"performance.":[140],"Finally,":[141],"alternating":[144],"strategy":[145],"developed":[147],"gradually":[149],"optimize":[150],"anomalies.":[154],"Experiments":[155],"six":[157],"HSI":[158],"datasets":[160],"show":[161],"that":[162],"proposed":[164],"outperforms":[166],"few":[168],"state-of-the-art":[169],"algorithms.":[171],"Code:":[172],"https://github.com/HalongL/HAD-AHMID.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":27},{"year":2023,"cited_by_count":15}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}