{"id":"https://openalex.org/W2966123744","doi":"https://doi.org/10.1109/access.2019.2933589","title":"A New Framework for Hyperspectral Image Classification Using Multiple Semisupervised Collaborative Classification Algorithm","display_name":"A New Framework for Hyperspectral Image Classification Using Multiple Semisupervised Collaborative Classification Algorithm","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2966123744","doi":"https://doi.org/10.1109/access.2019.2933589","mag":"2966123744"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2933589","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2933589","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08789423.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08789423.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056982018","display_name":"Ying Cui","orcid":"https://orcid.org/0000-0002-1764-3526"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ying Cui","raw_affiliation_strings":["College of Information and Communications Engineering, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Communications Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076343890","display_name":"Xiaowei Ji","orcid":"https://orcid.org/0000-0003-3994-4298"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Ji","raw_affiliation_strings":["College of Information and Communications Engineering, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Communications Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024337933","display_name":"Heng Wang","orcid":"https://orcid.org/0000-0002-5678-7186"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Wang","raw_affiliation_strings":["College of Information and Communications Engineering, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Communications Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000248352","display_name":"Kai Xu","orcid":"https://orcid.org/0000-0002-9054-0216"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Xu","raw_affiliation_strings":["College of Information and Communications Engineering, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Communications Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063127209","display_name":"Shaoqiao Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoqiao Wu","raw_affiliation_strings":["College of Information and Communications Engineering, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Communications Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100636411","display_name":"Liguo Wang","orcid":"https://orcid.org/0000-0001-9373-6233"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liguo Wang","raw_affiliation_strings":["College of Information and Communications Engineering, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Communications Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056982018"],"corresponding_institution_ids":["https://openalex.org/I151727225"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3626,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65339844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"7","issue":null,"first_page":"125155","last_page":"125175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9997000098228455,"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":0.9997000098228455,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9927999973297119,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8809763789176941},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6611207723617554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5995050668716431},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.552849292755127},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5340567827224731},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5107283592224121},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4648863971233368},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4280928373336792}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8809763789176941},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6611207723617554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5995050668716431},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.552849292755127},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5340567827224731},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5107283592224121},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4648863971233368},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4280928373336792},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2933589","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2933589","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08789423.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a5c13943b1864da9966e25ea8b2ad431","is_oa":true,"landing_page_url":"https://doaj.org/article/a5c13943b1864da9966e25ea8b2ad431","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 125155-125175 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2933589","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2933589","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08789423.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","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/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/G37568934","display_name":null,"funder_award_id":"Grant","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"},{"id":"https://openalex.org/G7355248390","display_name":null,"funder_award_id":"61675051","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8208342437","display_name":null,"funder_award_id":"1 and","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2966123744.pdf","grobid_xml":"https://content.openalex.org/works/W2966123744.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W410850256","https://openalex.org/W1514940655","https://openalex.org/W1528361845","https://openalex.org/W1553262910","https://openalex.org/W1568139284","https://openalex.org/W1599935123","https://openalex.org/W1845402413","https://openalex.org/W1939429412","https://openalex.org/W1969198379","https://openalex.org/W1972908405","https://openalex.org/W1975672287","https://openalex.org/W1988747891","https://openalex.org/W1993962865","https://openalex.org/W1997025799","https://openalex.org/W2005106632","https://openalex.org/W2007621462","https://openalex.org/W2010731097","https://openalex.org/W2022470997","https://openalex.org/W2024011799","https://openalex.org/W2038745668","https://openalex.org/W2040827997","https://openalex.org/W2054689043","https://openalex.org/W2057513844","https://openalex.org/W2059110141","https://openalex.org/W2064737025","https://openalex.org/W2065383075","https://openalex.org/W2087263574","https://openalex.org/W2097238823","https://openalex.org/W2098758111","https://openalex.org/W2098777834","https://openalex.org/W2104848109","https://openalex.org/W2113076747","https://openalex.org/W2119363183","https://openalex.org/W2129932701","https://openalex.org/W2132525626","https://openalex.org/W2134663338","https://openalex.org/W2138910845","https://openalex.org/W2139573966","https://openalex.org/W2142012908","https://openalex.org/W2143416511","https://openalex.org/W2150045166","https://openalex.org/W2150579376","https://openalex.org/W2153409933","https://openalex.org/W2157872906","https://openalex.org/W2158400785","https://openalex.org/W2164364358","https://openalex.org/W2165232124","https://openalex.org/W2165835468","https://openalex.org/W2169027522","https://openalex.org/W2171289182","https://openalex.org/W2221898772","https://openalex.org/W2261059368","https://openalex.org/W2326789118","https://openalex.org/W2335197470","https://openalex.org/W2342626288","https://openalex.org/W2345059010","https://openalex.org/W2384920130","https://openalex.org/W2522078899","https://openalex.org/W2548512560","https://openalex.org/W2612724309","https://openalex.org/W2735531870","https://openalex.org/W2765724762","https://openalex.org/W2884764722","https://openalex.org/W2889369603","https://openalex.org/W2890681695","https://openalex.org/W2963558844","https://openalex.org/W3099394812","https://openalex.org/W4212883601","https://openalex.org/W4292865245","https://openalex.org/W6630965568","https://openalex.org/W6638701278","https://openalex.org/W6683194942","https://openalex.org/W6980654186","https://openalex.org/W7002439360"],"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/W2070598848","https://openalex.org/W2019190440","https://openalex.org/W3034864990","https://openalex.org/W2343470940"],"abstract_inverted_index":{"Hyperspectral":[0],"images":[1],"(HSIs)":[2],"have":[3],"evident":[4],"advantages":[5],"in":[6,124],"image":[7],"understanding":[8],"because":[9],"of":[10,59,62,70,79,86,158,172,200],"enormous":[11],"spectral":[12],"bands,":[13],"and":[14,36,66,93,100,114,136,141,147,160,167],"rich":[15],"spatial":[16],"information.":[17],"However,":[18],"applying":[19],"the":[20,57,60,84,130,156,197],"limited":[21,188],"labeled":[22,189],"samples":[23,190],"to":[24,43,191],"obtain":[25],"satisfactory":[26],"classification":[27,175,194],"results":[28,180],"is":[29,73,103],"a":[30,76,104],"challenging":[31],"task.":[32],"Secondary":[33,47],"screening":[34,48,98,112,134,145],"algorithm":[35,49,99,135],"semisupervised":[37,71,101,137,149],"learning":[38,72,102,138,150],"are":[39,55,122,128,202],"two":[40,63,119,183],"promising":[41],"methods":[42],"address":[44],"this":[45,125],"problem.":[46],"exploits":[50],"different":[51],"query":[52],"functions,":[53],"which":[54],"on":[56,162],"basis":[58],"evaluation":[61],"criteria:":[64],"uncertainty":[65],"diversity.":[67],"The":[68],"advantage":[69],"that":[74,171,182],"with":[75,170],"small":[77],"number":[78],"samples,":[80],"classifiers":[81],"could":[82],"learn":[83],"structure":[85],"whole":[87],"data":[88,165],"sets":[89,166],"without":[90],"significant":[91],"costs":[92,199],"efforts.":[94],"Hence,":[95],"combining":[96],"secondary":[97,111,133,144],"natural":[105],"consideration.":[106],"We":[107,154],"firstly":[108],"investigate":[109],"nine":[110],"algorithms":[113,146],"compare":[115,168],"their":[116],"performance.":[117],"Next,":[118],"novel":[120],"frameworks":[121,185],"proposed":[123,184],"paper.":[126],"They":[127],"named":[129],"syncretic":[131,142],"one-fold":[132],"framework":[139,151],"(OFSS-SL)":[140],"multiple":[143],"multiple-verification":[148],"(MSS-MVSL),":[152],"respectively.":[153],"evaluate":[155],"performance":[157],"OFSS-SL":[159],"MSS-MVSL":[161],"three":[163,173],"hyperspectral":[164],"them":[169,201],"state-of-the-art":[174],"methods.":[176,206],"In":[177],"general,":[178],"our":[179],"suggest":[181],"can":[186],"apply":[187],"achieve":[192],"excellent":[193],"results.":[195],"And":[196],"computational":[198],"cheaper":[203],"than":[204],"previous":[205]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}