{"id":"https://openalex.org/W4387870344","doi":"https://doi.org/10.1109/iwis58789.2023.10284692","title":"Multi-Band Feature Fusion in Satellite Images for Land Cover Classification","display_name":"Multi-Band Feature Fusion in Satellite Images for Land Cover Classification","publication_year":2023,"publication_date":"2023-08-09","ids":{"openalex":"https://openalex.org/W4387870344","doi":"https://doi.org/10.1109/iwis58789.2023.10284692"},"language":"en","primary_location":{"id":"doi:10.1109/iwis58789.2023.10284692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwis58789.2023.10284692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Workshop on Intelligent Systems (IWIS)","raw_type":"proceedings-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":null,"display_name":"Russo Mohammad Ashraf Uddin","orcid":null},"institutions":[{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Russo Mohammad Ashraf Uddin","raw_affiliation_strings":["University of Ulsan,Department of Electrical, Electronic and Computer Engineering,Ulsan,Korea","Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Ulsan, Korea"],"affiliations":[{"raw_affiliation_string":"University of Ulsan,Department of Electrical, Electronic and Computer Engineering,Ulsan,Korea","institution_ids":["https://openalex.org/I40542001"]},{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Ulsan, Korea","institution_ids":["https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057436905","display_name":"Xuan-Thuy Vo","orcid":"https://orcid.org/0000-0002-7411-0697"},"institutions":[{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Xuan-Thuy Vo","raw_affiliation_strings":["University of Ulsan,Department of Electrical, Electronic and Computer Engineering,Ulsan,Korea","Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Ulsan, Korea"],"affiliations":[{"raw_affiliation_string":"University of Ulsan,Department of Electrical, Electronic and Computer Engineering,Ulsan,Korea","institution_ids":["https://openalex.org/I40542001"]},{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Ulsan, Korea","institution_ids":["https://openalex.org/I40542001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010613480","display_name":"Adri Priadana","orcid":"https://orcid.org/0000-0002-1553-7631"},"institutions":[{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Adri Priadana","raw_affiliation_strings":["University of Ulsan,Department of Electrical, Electronic and Computer Engineering,Ulsan,Korea","Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Ulsan, Korea"],"affiliations":[{"raw_affiliation_string":"University of Ulsan,Department of Electrical, Electronic and Computer Engineering,Ulsan,Korea","institution_ids":["https://openalex.org/I40542001"]},{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Ulsan, Korea","institution_ids":["https://openalex.org/I40542001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044448641","display_name":"Kang-Hyun Jo","orcid":"https://orcid.org/0000-0002-4937-7082"},"institutions":[{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kang-Hyun Jo","raw_affiliation_strings":["University of Ulsan,Department of Electrical, Electronic and Computer Engineering,Ulsan,Korea","Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Ulsan, Korea"],"affiliations":[{"raw_affiliation_string":"University of Ulsan,Department of Electrical, Electronic and Computer Engineering,Ulsan,Korea","institution_ids":["https://openalex.org/I40542001"]},{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Ulsan, Ulsan, Korea","institution_ids":["https://openalex.org/I40542001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I40542001"],"apc_list":null,"apc_paid":null,"fwci":0.314,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62737097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9986000061035156,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.7401679754257202},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.6556885242462158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6524401903152466},{"id":"https://openalex.org/keywords/spectral-bands","display_name":"Spectral bands","score":0.646453857421875},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6450352072715759},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6235884428024292},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5947420597076416},{"id":"https://openalex.org/keywords/backbone-network","display_name":"Backbone network","score":0.5919750332832336},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5601591467857361},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.536704421043396},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5165306925773621},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4912096858024597},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.48907262086868286},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.46915924549102783},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.43534326553344727},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.42820608615875244},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.42530614137649536},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3340562880039215},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.3047248125076294},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2099882960319519},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20504581928253174},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11140245199203491},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09869468212127686}],"concepts":[{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.7401679754257202},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.6556885242462158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6524401903152466},{"id":"https://openalex.org/C114700698","wikidata":"https://www.wikidata.org/wiki/Q2882278","display_name":"Spectral bands","level":2,"score":0.646453857421875},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6450352072715759},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6235884428024292},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5947420597076416},{"id":"https://openalex.org/C88796919","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Backbone network","level":2,"score":0.5919750332832336},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5601591467857361},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.536704421043396},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5165306925773621},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4912096858024597},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.48907262086868286},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.46915924549102783},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.43534326553344727},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.42820608615875244},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.42530614137649536},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3340562880039215},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.3047248125076294},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2099882960319519},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20504581928253174},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11140245199203491},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09869468212127686},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwis58789.2023.10284692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwis58789.2023.10284692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Workshop on Intelligent Systems (IWIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1210292870","https://openalex.org/W1976044762","https://openalex.org/W2011010318","https://openalex.org/W2046536479","https://openalex.org/W2102879325","https://openalex.org/W2412588858","https://openalex.org/W2746661731","https://openalex.org/W2955425717","https://openalex.org/W2964194231","https://openalex.org/W2989983865","https://openalex.org/W3014372673","https://openalex.org/W4319865968","https://openalex.org/W4367310933","https://openalex.org/W6636950212","https://openalex.org/W6762718338"],"related_works":["https://openalex.org/W2522537526","https://openalex.org/W4308659218","https://openalex.org/W2998228095","https://openalex.org/W2791535170","https://openalex.org/W2001271057","https://openalex.org/W2468641972","https://openalex.org/W1586536980","https://openalex.org/W2627333571","https://openalex.org/W1981621185","https://openalex.org/W4379116387"],"abstract_inverted_index":{"Satellite":[0],"imagery":[1],"plays":[2],"a":[3,25],"crucial":[4],"role":[5],"in":[6,132],"land":[7,19,29,49],"cover":[8,30,50],"classification":[9,31],"for":[10,28],"various":[11],"applications,":[12],"including":[13],"urban":[14],"planning,":[15],"environmental":[16],"monitoring,":[17],"and":[18,63,103,107],"resource":[20],"management.":[21],"This":[22],"paper":[23],"presents":[24],"novel":[26],"approach":[27],"using":[32,120],"satellite":[33],"images":[34],"by":[35,52,85],"leveraging":[36],"multi-band":[37],"feature":[38,101],"fusion.":[39],"The":[40],"proposed":[41],"method":[42],"aims":[43],"to":[44,114],"enhance":[45],"the":[46,57,77,83,87,92,111,117,127,133],"representation":[47],"of":[48,129],"classes":[51],"performing":[53],"fusion":[54],"operations":[55],"on":[56],"nine":[58],"spectral":[59,95],"bands":[60,96],"beyond":[61],"RGB":[62,106],"NIR,":[64],"effectively":[65],"condensing":[66],"them":[67],"into":[68,91,99],"three":[69],"fused":[70,98],"bands.":[71],"To":[72],"accomplish":[73],"this,":[74],"we":[75],"propose":[76],"EfficientN":[78],"et_mb-":[79],"BO":[80],"architecture":[81],"as":[82],"backbone,":[84],"integrating":[86],"Band-Fusion":[88],"Module":[89],"(BFM)":[90],"backbone":[93],"9":[94],"are":[97],"3":[100],"channels":[102],"concatenated":[104],"with":[105],"NIR":[108],"which":[109],"enables":[110],"CNN":[112],"network":[113],"accurately":[115],"capture":[116],"class":[118],"variations":[119],"multi-spectral":[121],"image":[122],"features.":[123],"Our,":[124],"results":[125],"show":[126],"effectiveness":[128],"our":[130],"idea":[131],"EuroSat":[134],"dataset.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
