{"id":"https://openalex.org/W3134465005","doi":"https://doi.org/10.14419/ijet.v7i4.37.24102","title":"Fusion of Airborne Hyperspectral and WorldView2 Multispectral Images for Detailed Urban Land Cover Classification A case Study of Kuala Lumpur, Malaysia","display_name":"Fusion of Airborne Hyperspectral and WorldView2 Multispectral Images for Detailed Urban Land Cover Classification A case Study of Kuala Lumpur, Malaysia","publication_year":2018,"publication_date":"2018-12-13","ids":{"openalex":"https://openalex.org/W3134465005","doi":"https://doi.org/10.14419/ijet.v7i4.37.24102","mag":"3134465005"},"language":"en","primary_location":{"id":"doi:10.14419/ijet.v7i4.37.24102","doi":"https://doi.org/10.14419/ijet.v7i4.37.24102","is_oa":true,"landing_page_url":"https://doi.org/10.14419/ijet.v7i4.37.24102","pdf_url":"https://www.sciencepubco.com/index.php/ijet/article/download/24102/12100","source":{"id":"https://openalex.org/S4210200385","display_name":"International Journal of Engineering & Technology","issn_l":"2227-524X","issn":["2227-524X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Engineering &amp; Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.sciencepubco.com/index.php/ijet/article/download/24102/12100","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012849550","display_name":"Abbas Mohammed Noori","orcid":"https://orcid.org/0000-0001-6474-0612","observed_orcids":["https://orcid.org/0000-0001-6474-0612"]},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Abbas Mohammed Noori","raw_affiliation_strings":["UPM , Serdang , Selangor , Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UPM , Serdang , Selangor , Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002796229","display_name":"Sumaya Falih Hasan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sumaya Falih Hasan","raw_affiliation_strings":["UPM , Serdang , Selangor , Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UPM , Serdang , Selangor , Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040599885","display_name":"Qayssar Mahmood Ajaj","orcid":"https://orcid.org/0000-0002-1752-4738","observed_orcids":["https://orcid.org/0000-0002-1752-4738"]},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Qayssar Mahmood Ajaj","raw_affiliation_strings":["UPM , Serdang , Selangor , Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UPM , Serdang , Selangor , Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061243861","display_name":"Mustafa Ridha Mezaal","orcid":"https://orcid.org/0000-0002-2523-8870","observed_orcids":["https://orcid.org/0000-0002-2523-8870"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mustafa Ridha Mezaal","raw_affiliation_strings":[","],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":",","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013014371","display_name":"Helmi Zulhaidi Mohd Shafri","orcid":"https://orcid.org/0000-0002-8669-874X","observed_orcids":["https://orcid.org/0000-0002-8669-874X"]},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Helmi Z. M. Shafri","raw_affiliation_strings":["Department of Civil Engineering , Faculty of Engineering , University Putra Malaysia , 43400","Department of Civil Engineering, Faculty of Engineering, University Putra Malaysia, 43400 UPM, Serdang, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering , Faculty of Engineering , University Putra Malaysia , 43400","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering, University Putra Malaysia, 43400 UPM, Serdang, Selangor, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086206491","display_name":"Muntadher Aidi Shareef","orcid":"https://orcid.org/0000-0002-9089-652X","observed_orcids":["https://orcid.org/0000-0002-9089-652X","https://orcid.org/0009-0004-6926-9988"]},"institutions":[{"id":"https://openalex.org/I4210143651","display_name":"Northern Technical University","ror":"https://ror.org/03ytenv10","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210143651"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Muntadher Aidi Shareef","raw_affiliation_strings":["Department of Surveying Techniques Engineering, Technical College of Kirkuk, Northern Technical University, Baghdad Road, Kirkuk 36001, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surveying Techniques Engineering, Technical College of Kirkuk, Northern Technical University, Baghdad Road, Kirkuk 36001, Iraq","institution_ids":["https://openalex.org/I4210143651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.264,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81434599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"7","issue":"4.37","first_page":"202","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9965999722480774,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9965999722480774,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.0032999999821186066,"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"}},{"id":"https://openalex.org/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":9.999999747378752e-05,"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/image-fusion","display_name":"image fusion","score":0.7860000133514404},{"id":"https://openalex.org/keywords/hyperspectral-imagery","display_name":"hyperspectral imagery","score":0.9049999713897705},{"id":"https://openalex.org/keywords/worldview-2","display_name":"WorldView-2","score":0.7799999713897705},{"id":"https://openalex.org/keywords/multispectral-imagery","display_name":"multispectral imagery","score":0.8809999823570251},{"id":"https://openalex.org/keywords/urban-land-cover-classification","display_name":"urban land cover classification","score":0.8970000147819519},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9139999747276306},{"id":"https://openalex.org/keywords/image-enhancement","display_name":"image enhancement","score":0.550000011920929},{"id":"https://openalex.org/keywords/kuala-lumpur","display_name":"Kuala Lumpur","score":0.6290000081062317}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.9039419889450073},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8346285223960876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6349149942398071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6220450401306152},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5647484064102173},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5624053478240967},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5601187348365784},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4989304542541504},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4866231381893158},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.45600709319114685},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4472367763519287},{"id":"https://openalex.org/C78660771","wikidata":"https://www.wikidata.org/wiki/Q5508206","display_name":"Full spectral imaging","level":3,"score":0.4188621938228607},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2383924126625061},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15639591217041016},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.08621034026145935},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06999552249908447},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14419/ijet.v7i4.37.24102","doi":"https://doi.org/10.14419/ijet.v7i4.37.24102","is_oa":true,"landing_page_url":"https://doi.org/10.14419/ijet.v7i4.37.24102","pdf_url":"https://www.sciencepubco.com/index.php/ijet/article/download/24102/12100","source":{"id":"https://openalex.org/S4210200385","display_name":"International Journal of Engineering & Technology","issn_l":"2227-524X","issn":["2227-524X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Engineering &amp; Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.14419/ijet.v7i4.37.24102","doi":"https://doi.org/10.14419/ijet.v7i4.37.24102","is_oa":true,"landing_page_url":"https://doi.org/10.14419/ijet.v7i4.37.24102","pdf_url":"https://www.sciencepubco.com/index.php/ijet/article/download/24102/12100","source":{"id":"https://openalex.org/S4210200385","display_name":"International Journal of Engineering & Technology","issn_l":"2227-524X","issn":["2227-524X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Engineering &amp; Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5142999887466431}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322714","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3134465005.pdf","grobid_xml":"https://content.openalex.org/works/W3134465005.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1565283180","https://openalex.org/W1987308362","https://openalex.org/W1993307196","https://openalex.org/W2015571116","https://openalex.org/W2018850895","https://openalex.org/W2023783958","https://openalex.org/W2041387707","https://openalex.org/W2100056645","https://openalex.org/W2100458354","https://openalex.org/W2111018396","https://openalex.org/W2116068967","https://openalex.org/W2119879130","https://openalex.org/W2133502576","https://openalex.org/W2137866464","https://openalex.org/W2296463001","https://openalex.org/W2325770252","https://openalex.org/W2339428543","https://openalex.org/W2343120142","https://openalex.org/W2564730549","https://openalex.org/W2571208747","https://openalex.org/W2610565785","https://openalex.org/W2733923525","https://openalex.org/W2743247255"],"related_works":["https://openalex.org/W4401475625","https://openalex.org/W2620889998","https://openalex.org/W1974219613","https://openalex.org/W2463745824","https://openalex.org/W2016415511","https://openalex.org/W3028421993","https://openalex.org/W2605307517","https://openalex.org/W2963054715","https://openalex.org/W1967665284","https://openalex.org/W2164877991"],"abstract_inverted_index":{"Detecting":[0],"the":[1,69,73,81,107,117,127,138,165,180,184,191,195],"features":[2],"of":[3,119,158],"urban":[4],"areas":[5,143],"in":[6,15,53,86,137,141],"detail":[7],"requires":[8],"very":[9],"high":[10,21,35,203],"spatial":[11,28,36,62,204],"and":[12,48,63,115,168,174,187,206],"spectral":[13,22,42,64,208],"resolution":[14,23,37,205],"images.":[16,120],"Hyperspectral":[17],"sensors":[18,33],"usually":[19],"offer":[20],"images":[24,38,59,85,170],"with":[25,39,60,202],"a":[26,40,94,156],"low":[27],"resolution.":[29,43],"By":[30],"contrast,":[31],"multispectral":[32,167],"produce":[34,198],"poor":[41],"Therefore,":[44],"numerous":[45],"fusion":[46],"algorithms":[47],"techniques":[49],"have":[50],"been":[51],"proposed":[52],"recent":[54],"years":[55],"to":[56,79,197],"obtain":[57],"high-quality":[58,207],"improved":[61,183],"resolutions":[65],"by":[66,125,144],"sensibly":[67],"combining":[68],"data":[70],"acquired":[71],"for":[72,110],"same":[74],"scene.":[75],"This":[76,102],"work":[77],"aims":[78],"exploit":[80],"extracted":[82],"information":[83],"from":[84,164],"an":[87,199],"effective":[88],"way.":[89],"To":[90],"achieve":[91],"this":[92],"objective,":[93],"new":[95],"algorithm":[96,103,182,193],"based":[97],"on":[98,106],"transformation":[99],"was":[100,171],"developed.":[101],"primarily":[104],"depends":[105],"Gram\u2013Schmidt":[108,128],"process":[109,140],"fusing":[111],"images,":[112],"removing":[113],"distortions,":[114],"improving":[116],"appearance":[118],"Images":[121],"are":[122],"first":[123],"fused":[124,133,169],"using":[126,145,155],"pansharpening":[129],"method.":[130],"The":[131,150,160],"obtained":[132],"image":[134,185,188],"is":[135,153],"utilized":[136],"classification":[139,151],"different":[142],"support":[146],"vector":[147],"machine":[148],"(SVM).":[149],"result":[152],"evaluated":[154],"matrix":[157],"errors.":[159],"overall":[161],"accuracy":[162],"produced":[163],"hyperspectral,":[166],"72.33%,":[172],"82.83%,":[173],"89.34%,":[175],"respectively.":[176],"Results":[177],"showed":[178],"that":[179],"developed":[181,192],"enhancement":[186],"fusion.":[189],"Moreover,":[190],"has":[194],"ability":[196],"imaging":[200],"product":[201],"data.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2021-03-15T00:00:00"}
