{"id":"https://openalex.org/W4224211678","doi":"https://doi.org/10.3390/rs14091968","title":"Fusing Spatial Attention with Spectral-Channel Attention Mechanism for Hyperspectral Image Classification via Encoder\u2013Decoder Networks","display_name":"Fusing Spatial Attention with Spectral-Channel Attention Mechanism for Hyperspectral Image Classification via Encoder\u2013Decoder Networks","publication_year":2022,"publication_date":"2022-04-19","ids":{"openalex":"https://openalex.org/W4224211678","doi":"https://doi.org/10.3390/rs14091968"},"language":"en","primary_location":{"id":"doi:10.3390/rs14091968","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14091968","pdf_url":"https://www.mdpi.com/2072-4292/14/9/1968/pdf?version=1650374446","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/2072-4292/14/9/1968/pdf?version=1650374446","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087175464","display_name":"Junlong Sun","orcid":"https://orcid.org/0000-0002-4482-2925"},"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/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Sun","raw_affiliation_strings":["College of Resources, Sichuan Agricultural University, Chengdu 611130, China","Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu 611130, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Resources, Sichuan Agricultural University, Chengdu 611130, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu 611130, China","institution_ids":["https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100778483","display_name":"Junbo Zhang","orcid":"https://orcid.org/0000-0003-2737-0821"},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junbo Zhang","raw_affiliation_strings":["College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China"],"raw_orcid":"https://orcid.org/0000-0003-2737-0821","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China","institution_ids":["https://openalex.org/I37574244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087058715","display_name":"Xuesong Gao","orcid":"https://orcid.org/0000-0002-3426-8721"},"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/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuesong Gao","raw_affiliation_strings":["College of Resources, Sichuan Agricultural University, Chengdu 611130, China","Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu 611130, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Resources, Sichuan Agricultural University, Chengdu 611130, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu 611130, China","institution_ids":["https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087437830","display_name":"Mantao Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mantao Wang","raw_affiliation_strings":["College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China","institution_ids":["https://openalex.org/I37574244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072241759","display_name":"Dinghua Ou","orcid":"https://orcid.org/0000-0001-5956-1935"},"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/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dinghua Ou","raw_affiliation_strings":["College of Resources, Sichuan Agricultural University, Chengdu 611130, China","Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu 611130, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Resources, Sichuan Agricultural University, Chengdu 611130, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu 611130, China","institution_ids":["https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100677578","display_name":"Xiaobo Wu","orcid":"https://orcid.org/0000-0002-1313-9154"},"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/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobo Wu","raw_affiliation_strings":["College of Resources, Sichuan Agricultural University, Chengdu 611130, China","Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu 611130, China"],"raw_orcid":"https://orcid.org/0000-0002-1313-9154","affiliations":[{"raw_affiliation_string":"College of Resources, Sichuan Agricultural University, Chengdu 611130, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu 611130, China","institution_ids":["https://openalex.org/I211433327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064727229","display_name":"Dejun Zhang","orcid":"https://orcid.org/0000-0001-9129-534X"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dejun Zhang","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan 430074, China"],"raw_orcid":"https://orcid.org/0000-0001-9129-534X","affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087058715"],"corresponding_institution_ids":["https://openalex.org/I211433327","https://openalex.org/I37574244"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":1.4224,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.82084809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"9","first_page":"1968","last_page":"1968"},"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":0.9883999824523926,"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":0.9603999853134155,"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/computer-science","display_name":"Computer science","score":0.7791707515716553},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7598694562911987},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6480679512023926},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6072847843170166},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4828367829322815},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4724208116531372},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.4607807695865631},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.42215240001678467},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4166819155216217},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41595494747161865},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3387294411659241},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.19249218702316284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7791707515716553},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7598694562911987},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6480679512023926},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6072847843170166},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4828367829322815},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4724208116531372},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4607807695865631},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.42215240001678467},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4166819155216217},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41595494747161865},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3387294411659241},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.19249218702316284},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14091968","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14091968","pdf_url":"https://www.mdpi.com/2072-4292/14/9/1968/pdf?version=1650374446","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:7b53ccb883834799b5dac156f0cd206b","is_oa":false,"landing_page_url":"https://doaj.org/article/7b53ccb883834799b5dac156f0cd206b","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 9, p 1968 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/9/1968/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14091968","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 14; Issue 9; Pages: 1968","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14091968","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14091968","pdf_url":"https://www.mdpi.com/2072-4292/14/9/1968/pdf?version=1650374446","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":[{"display_name":"Industry, innovation and infrastructure","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224211678.pdf","grobid_xml":"https://content.openalex.org/works/W4224211678.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W113230244","https://openalex.org/W1521436688","https://openalex.org/W1901129140","https://openalex.org/W1950365613","https://openalex.org/W1966580635","https://openalex.org/W1969245801","https://openalex.org/W1971637299","https://openalex.org/W1977177161","https://openalex.org/W1990653740","https://openalex.org/W2008847349","https://openalex.org/W2016860790","https://openalex.org/W2037236246","https://openalex.org/W2130627644","https://openalex.org/W2136251662","https://openalex.org/W2150579376","https://openalex.org/W2164437025","https://openalex.org/W2500751094","https://openalex.org/W2519653196","https://openalex.org/W2524214095","https://openalex.org/W2572303978","https://openalex.org/W2600746131","https://openalex.org/W2609880332","https://openalex.org/W2614256707","https://openalex.org/W2764276316","https://openalex.org/W2800371750","https://openalex.org/W2808098982","https://openalex.org/W2888119354","https://openalex.org/W2894878591","https://openalex.org/W2907100627","https://openalex.org/W2908349615","https://openalex.org/W2914331134","https://openalex.org/W2942454403","https://openalex.org/W2948157022","https://openalex.org/W2950185713","https://openalex.org/W2962770389","https://openalex.org/W2964080601","https://openalex.org/W2991286101","https://openalex.org/W2991616716","https://openalex.org/W2997343747","https://openalex.org/W3006984222","https://openalex.org/W3007759824","https://openalex.org/W3046476394","https://openalex.org/W3048275157","https://openalex.org/W3066454894","https://openalex.org/W3098388691","https://openalex.org/W3103753223","https://openalex.org/W3105357426","https://openalex.org/W3116489684","https://openalex.org/W3131500599","https://openalex.org/W3133696297","https://openalex.org/W3138516171","https://openalex.org/W3165209762","https://openalex.org/W4240485910","https://openalex.org/W4320339642","https://openalex.org/W4385245566","https://openalex.org/W6604582312","https://openalex.org/W6659717275","https://openalex.org/W6739901393","https://openalex.org/W6750035952","https://openalex.org/W6762215367","https://openalex.org/W6790690058"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2070598848","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2060875994","https://openalex.org/W2027399350","https://openalex.org/W2044184146","https://openalex.org/W4313014865","https://openalex.org/W2019190440"],"abstract_inverted_index":{"In":[0,39,66,116],"recent":[1],"years,":[2],"convolutional":[3],"neural":[4],"networks":[5],"(CNNs)":[6],"have":[7],"been":[8],"widely":[9],"used":[10],"in":[11,35,184],"hyperspectral":[12,20,127,185],"image":[13,128,186],"(HSI)":[14],"classification.":[15,129,187],"However,":[16],"feature":[17,69,111,156],"extraction":[18],"on":[19,110],"data":[21],"still":[22],"faces":[23],"numerous":[24],"challenges.":[25],"Existing":[26],"methods":[27],"cannot":[28],"extract":[29,139],"spatial":[30,49,77,86,101],"and":[31,51,78,87,102,113,147,166],"spectral-channel":[32,52,79,103],"contextual":[33,90],"information":[34,70,151],"a":[36,72,133],"targeted":[37],"manner.":[38],"this":[40],"paper,":[41],"we":[42],"propose":[43],"an":[44,121],"encoder\u2013decoder":[45,122],"network":[46,119],"that":[47,137],"fuses":[48],"attention":[50,53,74,80],"for":[54,126],"HSI":[55,60],"classification":[56],"from":[57],"three":[58,93],"public":[59],"datasets":[61],"to":[62,83,98],"tackle":[63],"these":[64],"issues.":[65],"terms":[67,117],"of":[68,118,161],"fusion,":[71],"multi-source":[73],"mechanism":[75],"including":[76],"is":[81,124,132],"proposed":[82,97],"encode":[84],"the":[85],"spectral":[88],"multi-channels":[89],"information.":[91,142],"Moreover,":[92],"fusion":[94],"strategies":[95],"are":[96,106,152],"effectively":[99],"utilize":[100],"attention.":[104],"They":[105],"direct":[107],"aggregation,":[108],"aggregation":[109],"space,":[112],"Hadamard":[114],"product.":[115],"development,":[120],"framework":[123],"employed":[125],"The":[130,158],"encoder":[131],"hierarchical":[134,155],"transformer":[135],"pipeline":[136],"can":[138],"long-range":[140],"context":[141],"Both":[143],"shallow":[144],"local":[145],"features":[146,172],"rich":[148],"global":[149],"semantic":[150],"encoded":[153],"through":[154],"expressions.":[157],"decoder":[159],"consists":[160],"suitable":[162],"upsampling,":[163],"skip":[164],"connection,":[165],"convolution":[167],"blocks,":[168],"which":[169],"fuse":[170],"multi-scale":[171],"efficiently.":[173],"Compared":[174],"with":[175],"other":[176],"state-of-the-art":[177],"methods,":[178],"our":[179],"approach":[180],"has":[181],"greater":[182],"performance":[183]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2022-04-26T00:00:00"}
