{"id":"https://openalex.org/W3125860323","doi":"https://doi.org/10.3390/rs12030582","title":"Classification of Hyperspectral Image Based on Double-Branch Dual-Attention Mechanism Network","display_name":"Classification of Hyperspectral Image Based on Double-Branch Dual-Attention Mechanism Network","publication_year":2020,"publication_date":"2020-02-10","ids":{"openalex":"https://openalex.org/W3125860323","doi":"https://doi.org/10.3390/rs12030582","mag":"3125860323"},"language":"en","primary_location":{"id":"doi:10.3390/rs12030582","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12030582","pdf_url":"https://www.mdpi.com/2072-4292/12/3/582/pdf?version=1581509105","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":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/12/3/582/pdf?version=1581509105","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100448367","display_name":"Rui Li","orcid":"https://orcid.org/0000-0001-7858-3160"},"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":true,"raw_author_name":"Rui Li","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"raw_orcid":"https://orcid.org/0000-0001-7858-3160","affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049344677","display_name":"Shunyi Zheng","orcid":"https://orcid.org/0000-0001-5594-3493"},"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":"Shunyi Zheng","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046069241","display_name":"Chenxi Duan","orcid":"https://orcid.org/0000-0003-0056-3295"},"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":"Chenxi Duan","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China"],"raw_orcid":"https://orcid.org/0000-0003-0056-3295","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397598","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0002-4607-0501"},"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":"Yang Yang","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056187513","display_name":"Xiqi Wang","orcid":"https://orcid.org/0000-0003-3442-2474"},"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":"Xiqi Wang","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"raw_orcid":"https://orcid.org/0000-0003-3442-2474","affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100448367"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":41.3125,"has_fulltext":true,"cited_by_count":401,"citation_normalized_percentile":{"value":0.99877549,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":"3","first_page":"582","last_page":"582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9962000250816345,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9919000267982483,"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":0.8890743851661682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7460536956787109},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6921724081039429},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6457078456878662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6041035652160645},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5909336805343628},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5018985271453857},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4789593517780304},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13002681732177734}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8890743851661682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7460536956787109},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6921724081039429},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6457078456878662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6041035652160645},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5909336805343628},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5018985271453857},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4789593517780304},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13002681732177734},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs12030582","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12030582","pdf_url":"https://www.mdpi.com/2072-4292/12/3/582/pdf?version=1581509105","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:7f0026ff8bb047fcb62f26622e62a838","is_oa":true,"landing_page_url":"https://doaj.org/article/7f0026ff8bb047fcb62f26622e62a838","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 3, p 582 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/3/582/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12030582","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 12; Issue 3; Pages: 582","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12030582","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12030582","pdf_url":"https://www.mdpi.com/2072-4292/12/3/582/pdf?version=1581509105","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/G7924979830","display_name":"\u57fa\u4e8e\u5355\u76ee\u5e8f\u5217\u5f71\u50cf\u7684\u8fd0\u52a8\u76ee\u6807\u4f4d\u7f6e\u59ff\u6001\u5b9e\u65f6\u76d1\u63a7\u65b9\u6cd5\u7814\u7a76","funder_award_id":"41671452","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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3125860323.pdf","grobid_xml":"https://content.openalex.org/works/W3125860323.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W1514535095","https://openalex.org/W1836465849","https://openalex.org/W1939429412","https://openalex.org/W1976027628","https://openalex.org/W1990895816","https://openalex.org/W1997866865","https://openalex.org/W1998030734","https://openalex.org/W2029316659","https://openalex.org/W2058795991","https://openalex.org/W2081809992","https://openalex.org/W2090424610","https://openalex.org/W2095705004","https://openalex.org/W2113464037","https://openalex.org/W2122710056","https://openalex.org/W2136251662","https://openalex.org/W2140340527","https://openalex.org/W2151665594","https://openalex.org/W2158400785","https://openalex.org/W2163605009","https://openalex.org/W2164330327","https://openalex.org/W2314785379","https://openalex.org/W2345128667","https://openalex.org/W2500751094","https://openalex.org/W2592224809","https://openalex.org/W2614256707","https://openalex.org/W2737996023","https://openalex.org/W2764276316","https://openalex.org/W2767892373","https://openalex.org/W2771635595","https://openalex.org/W2784739051","https://openalex.org/W2808979303","https://openalex.org/W2809113079","https://openalex.org/W2822065499","https://openalex.org/W2884585870","https://openalex.org/W2884821113","https://openalex.org/W2898381489","https://openalex.org/W2900116731","https://openalex.org/W2908955282","https://openalex.org/W2917189553","https://openalex.org/W2928260953","https://openalex.org/W2948157022","https://openalex.org/W2955058313","https://openalex.org/W2962807143","https://openalex.org/W2963446712","https://openalex.org/W2963966654","https://openalex.org/W2964345285","https://openalex.org/W2969792713","https://openalex.org/W2971061781","https://openalex.org/W3103753223","https://openalex.org/W4240485910","https://openalex.org/W6674330103","https://openalex.org/W6677065643","https://openalex.org/W6682137061","https://openalex.org/W6687483927"],"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/W2019190440","https://openalex.org/W2352553236"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"researchers":[3],"have":[4],"paid":[5],"increasing":[6],"attention":[7,60,65],"on":[8,89],"hyperspectral":[9,91],"image":[10],"(HSI)":[11],"classification":[12,36],"using":[13],"deep":[14],"learning":[15],"methods.":[16],"To":[17],"improve":[18],"the":[19,23,81,95,102,107],"accuracy":[20],"and":[21,51,62,79],"reduce":[22],"training":[24,108],"samples,":[25],"we":[26],"propose":[27],"a":[28,58,63],"double-branch":[29],"dual-attention":[30],"mechanism":[31],"network":[32],"(DBDA)":[33],"for":[34],"HSI":[35],"in":[37,44,55],"this":[38],"paper.":[39],"Two":[40],"branches":[41,72],"are":[42,67,110],"designed":[43],"DBDA":[45,76],"to":[46,69,77,101],"capture":[47],"plenty":[48],"of":[49,87],"spectral":[50],"spatial":[52,64],"features":[53],"contained":[54],"HSI.":[56],"Furthermore,":[57],"channel":[59],"block":[61,66],"applied":[68],"these":[70],"two":[71],"respectively,":[73],"which":[74],"enables":[75],"refine":[78],"optimize":[80],"extracted":[82],"feature":[83],"maps.":[84],"A":[85],"series":[86],"experiments":[88],"four":[90],"datasets":[92],"show":[93],"that":[94],"proposed":[96],"framework":[97],"has":[98],"superior":[99],"performance":[100],"state-of-the-art":[103],"algorithm,":[104],"especially":[105],"when":[106],"samples":[109],"signally":[111],"lacking.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":80},{"year":2024,"cited_by_count":90},{"year":2023,"cited_by_count":97},{"year":2022,"cited_by_count":63},{"year":2021,"cited_by_count":46},{"year":2020,"cited_by_count":10}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}
