{"id":"https://openalex.org/W4403181888","doi":"https://doi.org/10.1109/tgrs.2024.3475635","title":"LIRnet: Lightweight Hyperspectral Image Classification Based on Information Redistribution","display_name":"LIRnet: Lightweight Hyperspectral Image Classification Based on Information Redistribution","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403181888","doi":"https://doi.org/10.1109/tgrs.2024.3475635"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3475635","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3475635","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/A5039035880","display_name":"Lujie Song","orcid":"https://orcid.org/0000-0002-9233-6884"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lujie Song","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033234889","display_name":"Yunhao Gao","orcid":"https://orcid.org/0000-0002-2896-6902"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhao Gao","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2896-6902","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056845992","display_name":"Lan Lan","orcid":"https://orcid.org/0000-0002-7072-3285"},"institutions":[{"id":"https://openalex.org/I4210158823","display_name":"Weihai Science and Technology Bureau","ror":"https://ror.org/05mx4xx46","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210158823"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Lan","raw_affiliation_strings":["Marine Development Affairs Center of Wendeng District, Weihai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marine Development Affairs Center of Wendeng District, Weihai, China","institution_ids":["https://openalex.org/I4210158823"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071351076","display_name":"Xiangyang Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121916","display_name":"Shandong Marine Resource and Environment Research Institute","ror":"https://ror.org/036m22d48","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210121916"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyang Jiang","raw_affiliation_strings":["Shandong Key Laboratory of Restoration Marine Ecology, Shandong Marine Resource and Environment Research Institute, Yantai, China","Shandong Marine Resource and Environment Research Institute, Shandong Key Laboratory of Restoration Marine Ecology, Yantai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Key Laboratory of Restoration Marine Ecology, Shandong Marine Resource and Environment Research Institute, Yantai, China","institution_ids":["https://openalex.org/I4210121916"]},{"raw_affiliation_string":"Shandong Marine Resource and Environment Research Institute, Shandong Key Laboratory of Restoration Marine Ecology, Yantai, China","institution_ids":["https://openalex.org/I4210121916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101648835","display_name":"Xiaofei Yin","orcid":"https://orcid.org/0000-0003-0854-0389"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210114556","display_name":"First Institute of Oceanography","ror":"https://ror.org/01y34t753","country_code":"CN","type":"facility","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210114556","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Yin","raw_affiliation_strings":["First Institute of Oceanography, Ministry of Natural Resources, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"First Institute of Oceanography, Ministry of Natural Resources, Qingdao, China","institution_ids":["https://openalex.org/I4210114556","https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110952452","display_name":"Daguang Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daguang Jiang","raw_affiliation_strings":["School of Information Science and Technology, Beijing University of Chemical Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Chemical Technology, Beijing, China","institution_ids":["https://openalex.org/I75390827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100442192","display_name":"Mengmeng Zhang","orcid":"https://orcid.org/0000-0002-5724-9785"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengmeng Zhang","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5724-9785","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100317994","display_name":"Wei Li","orcid":"https://orcid.org/0000-0001-7015-7335"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Li","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7015-7335","affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1478,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81729253,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9146999716758728,"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":0.9146999716758728,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8198001384735107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6144667267799377},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.58470219373703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5152981281280518},{"id":"https://openalex.org/keywords/redistribution","display_name":"Redistribution (election)","score":0.49553239345550537},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.487037718296051},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4806877076625824},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4162336587905884},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3403511345386505},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2862222492694855}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8198001384735107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6144667267799377},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.58470219373703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5152981281280518},{"id":"https://openalex.org/C74080474","wikidata":"https://www.wikidata.org/wiki/Q7305975","display_name":"Redistribution (election)","level":3,"score":0.49553239345550537},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.487037718296051},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4806877076625824},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4162336587905884},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3403511345386505},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2862222492694855},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3475635","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3475635","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":[],"awards":[{"id":"https://openalex.org/G3100823726","display_name":null,"funder_award_id":"TJ-01-22-03","funder_id":"https://openalex.org/F4320327019","funder_display_name":"National Key Laboratory of Science and Technology on Micro/Nano Fabrication"},{"id":"https://openalex.org/G6372603371","display_name":null,"funder_award_id":"ZHKF-230211","funder_id":"https://openalex.org/F4320322624","funder_display_name":"Tsinghua National Laboratory for Information Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320322624","display_name":"Tsinghua National Laboratory for Information Science and Technology","ror":"https://ror.org/03cve4549"},{"id":"https://openalex.org/F4320327019","display_name":"National Key Laboratory of Science and Technology on Micro/Nano Fabrication","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1521436688","https://openalex.org/W1966580635","https://openalex.org/W2496621835","https://openalex.org/W2548791488","https://openalex.org/W2611655888","https://openalex.org/W2614256707","https://openalex.org/W2789643644","https://openalex.org/W2907100627","https://openalex.org/W2971432438","https://openalex.org/W3000133592","https://openalex.org/W3006984222","https://openalex.org/W3036016333","https://openalex.org/W3047443805","https://openalex.org/W3051556114","https://openalex.org/W3120356488","https://openalex.org/W3189718454","https://openalex.org/W3191036819","https://openalex.org/W4220853886","https://openalex.org/W4283760989","https://openalex.org/W4285127355","https://openalex.org/W4319069095","https://openalex.org/W4323767081","https://openalex.org/W4323896850","https://openalex.org/W4362014056","https://openalex.org/W4367043488","https://openalex.org/W4367320924","https://openalex.org/W4378979722","https://openalex.org/W4380047975","https://openalex.org/W4380451135","https://openalex.org/W4382203304","https://openalex.org/W4385154014","https://openalex.org/W4385245566","https://openalex.org/W4385574769","https://openalex.org/W4385800872","https://openalex.org/W4386918729","https://openalex.org/W4387259442","https://openalex.org/W4388757380","https://openalex.org/W4390604490","https://openalex.org/W4391559640","https://openalex.org/W4396598495"],"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/W2070598848","https://openalex.org/W2044184146","https://openalex.org/W2385371209","https://openalex.org/W2083270190","https://openalex.org/W1991437568"],"abstract_inverted_index":{"Deep":[0],"learning":[1,14],"has":[2],"received":[3],"much":[4],"attention":[5],"in":[6,111],"hyperspectral":[7],"image":[8],"(HSI)":[9],"classification.":[10],"However,":[11],"most":[12],"deep":[13],"methods":[15,106],"design":[16],"relatively":[17,36],"complex":[18,43],"feature":[19,48,82,86,92],"extraction":[20],"and":[21,46,79,89],"processing":[22],"network":[23,44,73],"modules":[24],"for":[25,35],"the":[26,58,81,125],"characteristics":[27],"of":[28,61,98,104,128],"HSIs,":[29],"which":[30,56,114],"may":[31],"not":[32],"be":[33],"necessary":[34],"simple":[37],"patch-based":[38],"HSI":[39,69],"classification":[40,96],"tasks.":[41],"The":[42,95],"structure":[45],"high":[47],"channel":[49],"dimension":[50],"lead":[51],"to":[52,77,84],"large":[53],"computational":[54,126],"complexities,":[55],"limit":[57],"practical":[59],"applicability":[60],"HSI.":[62],"In":[63,118],"this":[64],"article,":[65],"an":[66],"elegant":[67],"lightweight":[68],"classification-based":[70],"information":[71,83,87],"redistribution":[72],"(LIRnet)":[74],"is":[75,100],"proposed":[76],"separate":[78],"reaggregate":[80],"achieve":[85],"homogenization":[88],"extract":[90],"discriminative":[91],"information,":[93],"respectively.":[94],"performance":[97],"LIRnet":[99],"better":[101],"than":[102],"that":[103],"existing":[105],"on":[107,121],"three":[108],"different":[109,112],"datasets":[110],"scenarios,":[113],"proves":[115],"its":[116],"effectiveness.":[117],"addition,":[119],"experiments":[120],"embedded":[122],"devices":[123],"verify":[124],"efficacy":[127],"LIRnet.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
