{"id":"https://openalex.org/W4226282961","doi":"https://doi.org/10.1109/tip.2022.3233187","title":"Binary Change Guided Hyperspectral Multiclass Change Detection","display_name":"Binary Change Guided Hyperspectral Multiclass Change Detection","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4226282961","doi":"https://doi.org/10.1109/tip.2022.3233187","pmid":"https://pubmed.ncbi.nlm.nih.gov/37018557"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2022.3233187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2022.3233187","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017767870","display_name":"Meiqi Hu","orcid":"https://orcid.org/0000-0002-8632-4609"},"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":"Meiqi Hu","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100705638","display_name":"Chen Wu","orcid":"https://orcid.org/0000-0001-6461-8377"},"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":"Chen Wu","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-6461-8377","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bo Du","orcid":"https://orcid.org/0000-0002-0059-8458"},"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":"Bo Du","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-0059-8458","affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100673818","display_name":"Liangpei Zhang","orcid":"https://orcid.org/0000-0001-6890-3650"},"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":"Liangpei Zhang","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-6890-3650","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2345,"currency":"USD","value_usd":2345},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00227196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":null,"first_page":"791","last_page":"806"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9957000017166138,"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":0.9957000017166138,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9208999872207642,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/change-detection","display_name":"Change detection","score":0.9190981984138489},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.9165425300598145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.640400230884552},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6240019798278809},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5871737599372864},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.581229031085968},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5236485004425049},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.4723535478115082},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27682435512542725}],"concepts":[{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.9190981984138489},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9165425300598145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.640400230884552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6240019798278809},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5871737599372864},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.581229031085968},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5236485004425049},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4723535478115082},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27682435512542725},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2022.3233187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2022.3233187","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:37018557","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37018557","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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7300000190734863,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1733277142","display_name":null,"funder_award_id":"2020CFB594","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G3088214208","display_name":"\u9762\u5411\u65f6\u5e8f\u9ad8\u5206\u9065\u611f\u5f71\u50cf\u573a\u666f\u53d8\u5316\u68c0\u6d4b\u7684\u6df1\u5ea6\u6162\u7279\u5f81\u5206\u6790\u7406\u8bba\u7814\u7a76","funder_award_id":"61971317","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4989490192","display_name":null,"funder_award_id":"T2122014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G767767576","display_name":null,"funder_award_id":"2022YFB3903302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W639537632","https://openalex.org/W1522734439","https://openalex.org/W1677182931","https://openalex.org/W1998595580","https://openalex.org/W2021131789","https://openalex.org/W2036798369","https://openalex.org/W2059976262","https://openalex.org/W2070424424","https://openalex.org/W2104374858","https://openalex.org/W2111320133","https://openalex.org/W2115026818","https://openalex.org/W2127062304","https://openalex.org/W2132222679","https://openalex.org/W2157321686","https://openalex.org/W2160544350","https://openalex.org/W2163886442","https://openalex.org/W2170140722","https://openalex.org/W2266902344","https://openalex.org/W2328456116","https://openalex.org/W2334023959","https://openalex.org/W2418263100","https://openalex.org/W2517481871","https://openalex.org/W2568271140","https://openalex.org/W2735042947","https://openalex.org/W2748530166","https://openalex.org/W2752782242","https://openalex.org/W2766046900","https://openalex.org/W2768241383","https://openalex.org/W2782517596","https://openalex.org/W2800371750","https://openalex.org/W2884276099","https://openalex.org/W2890376060","https://openalex.org/W2900587135","https://openalex.org/W2909158354","https://openalex.org/W2910457605","https://openalex.org/W2911419410","https://openalex.org/W2917189553","https://openalex.org/W2922177059","https://openalex.org/W2945812247","https://openalex.org/W2953308875","https://openalex.org/W2963213461","https://openalex.org/W2963351448","https://openalex.org/W2973851347","https://openalex.org/W2998940023","https://openalex.org/W3028000844","https://openalex.org/W3034552520","https://openalex.org/W3087931076","https://openalex.org/W3110749113","https://openalex.org/W3134743586","https://openalex.org/W3159129885","https://openalex.org/W3168931281","https://openalex.org/W3179303890","https://openalex.org/W3180045188","https://openalex.org/W3181727745","https://openalex.org/W3195032332","https://openalex.org/W3205847273","https://openalex.org/W3207486396","https://openalex.org/W4206511152","https://openalex.org/W4285106080","https://openalex.org/W4289641562","https://openalex.org/W6631190155","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W13815759","https://openalex.org/W15147237","https://openalex.org/W2920969","https://openalex.org/W12139544","https://openalex.org/W18191584","https://openalex.org/W14878473","https://openalex.org/W16063972","https://openalex.org/W12024817","https://openalex.org/W16187993","https://openalex.org/W3404255"],"abstract_inverted_index":{"Characterized":[0],"by":[1,26,118],"tremendous":[2],"spectral":[3,42,109,184,234],"information,":[4],"hyperspectral":[5,27,45,71],"image":[6],"is":[7,105,126,163,174,192],"able":[8],"to":[9,128,166,176,194,204],"detect":[10],"subtle":[11],"changes":[12],"and":[13,58,88,111,148,187,199,231],"discriminate":[14],"various":[15],"change":[16,19,29,35,47,73,85,95,123,137,160,189,205,225],"classes":[17,36],"for":[18,44,77,107],"detection.":[20],"The":[21,179,208],"recent":[22],"research":[23],"works":[24],"dominated":[25],"binary":[28,94,122,159],"detection,":[30,138],"however,":[31],"cannot":[32],"provide":[33],"fine":[34],"information.":[37],"And":[38],"most":[39],"methods":[40],"incorporating":[41],"unmixing":[43,89,131,185,202,235],"multiclass":[46,72,84,224],"detection":[48,74,86,96,124,161,190,206,226],"(HMCD),":[49],"yet":[50],"suffer":[51],"from":[52,133,201],"the":[53,83,92,119,130,134,140,143,151,169,183,188,196,228,238],"neglection":[54],"of":[55,121,136,142,150,182,223],"temporal":[56,114],"correlation":[57,115],"error":[59],"accumulation.":[60],"In":[61,98],"this":[62],"study,":[63],"we":[64],"proposed":[65,193,214],"an":[66,157],"unsupervised":[67],"Binary":[68],"Change":[69],"Guided":[70],"Network":[75],"(BCG-Net)":[76],"HMCD,":[78],"which":[79],"aims":[80],"at":[81,237],"boosting":[82],"result":[87,90,125,203],"with":[91,168],"mature":[93],"approaches.":[97],"BCG-Net,":[99],"a":[100,112],"novel":[101],"partial-siamese":[102],"united-unmixing":[103],"module":[104],"designed":[106],"multi-temporal":[108],"unmixing,":[110],"groundbreaking":[113],"constraint":[116],"directed":[117],"pseudo-labels":[120],"developed":[127],"guide":[129],"process":[132,186,191],"perspective":[135],"encouraging":[139],"abundance":[141],"unchanged":[144],"pixels":[145,153],"more":[146,154],"coherent":[147],"that":[149,171,212],"changed":[152],"accurate.":[155],"Moreover,":[156],"innovative":[158],"rule":[162,173],"put":[164],"forward":[165],"deal":[167],"problem":[170],"traditional":[172],"susceptible":[175],"numerical":[177],"values.":[178],"iterative":[180],"optimization":[181],"eliminate":[195],"accumulated":[197],"errors":[198],"bias":[200],"result.":[207],"experimental":[209],"results":[210,236],"demonstrate":[211],"our":[213],"BCG-Net":[215],"could":[216],"achieve":[217],"comparative":[218],"or":[219],"even":[220],"outstanding":[221],"performance":[222],"among":[227],"state-of-the-art":[229],"approaches":[230],"gain":[232],"better":[233],"same":[239],"time.":[240]},"counts_by_year":[],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2022-05-05T00:00:00"}
