{"id":"https://openalex.org/W2969614292","doi":"https://doi.org/10.3390/rs11171959","title":"Coupled Higher-Order Tensor Factorization for Hyperspectral and LiDAR Data Fusion and Classification","display_name":"Coupled Higher-Order Tensor Factorization for Hyperspectral and LiDAR Data Fusion and Classification","publication_year":2019,"publication_date":"2019-08-21","ids":{"openalex":"https://openalex.org/W2969614292","doi":"https://doi.org/10.3390/rs11171959","mag":"2969614292"},"language":"en","primary_location":{"id":"doi:10.3390/rs11171959","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11171959","pdf_url":"https://www.mdpi.com/2072-4292/11/17/1959/pdf?version=1566437916","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/2072-4292/11/17/1959/pdf?version=1566437916","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018243278","display_name":"Zhaohui Xue","orcid":"https://orcid.org/0000-0001-6253-2967"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhaohui Xue","raw_affiliation_strings":["School of Earth Sciences and Engineering, Hohai University, Nanjing 211100, China"],"affiliations":[{"raw_affiliation_string":"School of Earth Sciences and Engineering, Hohai University, Nanjing 211100, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058253630","display_name":"Sirui Yang","orcid":"https://orcid.org/0000-0003-4702-6200"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sirui Yang","raw_affiliation_strings":["School of Earth Sciences and Engineering, Hohai University, Nanjing 211100, China"],"affiliations":[{"raw_affiliation_string":"School of Earth Sciences and Engineering, Hohai University, Nanjing 211100, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385579","display_name":"Hongyan Zhang","orcid":"https://orcid.org/0000-0002-7894-5755"},"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":"Hongyan Zhang","raw_affiliation_strings":["Collaborative Innovation Center of Geospatial Technology, Wuhan University, Wuhan 430072, China","State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430072, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of Geospatial Technology, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100690406","display_name":"Peijun Du","orcid":"https://orcid.org/0000-0002-2488-2656"},"institutions":[{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]},{"id":"https://openalex.org/I4210141849","display_name":"National Administration of Surveying, Mapping and Geoinformation of China","ror":"https://ror.org/04z3map19","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210141849"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peijun Du","raw_affiliation_strings":["Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing University, Nanjing 210023, China","Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, Nanjing University, Nanjing 210023, China","Key Laboratory for Satellite Mapping Technology and Applications of National Administration of Surveying, Mapping and Geoinformation of China, Nanjing University, Nanjing 210023, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing University, Nanjing 210023, China","institution_ids":["https://openalex.org/I4210141657","https://openalex.org/I881766915"]},{"raw_affiliation_string":"Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, Nanjing University, Nanjing 210023, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"Key Laboratory for Satellite Mapping Technology and Applications of National Administration of Surveying, Mapping and Geoinformation of China, Nanjing University, Nanjing 210023, China","institution_ids":["https://openalex.org/I4210141849","https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018243278"],"corresponding_institution_ids":["https://openalex.org/I163340411"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.0878,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8126739,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"11","issue":"17","first_page":"1959","last_page":"1959"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9983000159263611,"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":0.9983000159263611,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12303","display_name":"Tensor decomposition and applications","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.878020167350769},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6329240798950195},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5803952217102051},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5256938934326172},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5208428502082825},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.5147207379341125},{"id":"https://openalex.org/keywords/non-negative-matrix-factorization","display_name":"Non-negative matrix factorization","score":0.5107483863830566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5044459104537964},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.49455496668815613},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.493280827999115},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.46852773427963257},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3376595973968506},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3005226254463196},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.2814316153526306},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09375163912773132},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0875411331653595},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.07915222644805908}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.878020167350769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6329240798950195},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5803952217102051},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5256938934326172},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5208428502082825},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.5147207379341125},{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.5107483863830566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5044459104537964},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.49455496668815613},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.493280827999115},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.46852773427963257},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3376595973968506},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3005226254463196},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.2814316153526306},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09375163912773132},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0875411331653595},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.07915222644805908},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs11171959","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11171959","pdf_url":"https://www.mdpi.com/2072-4292/11/17/1959/pdf?version=1566437916","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:02624fa0d162457a95dd031a1d1a5f80","is_oa":true,"landing_page_url":"https://doaj.org/article/02624fa0d162457a95dd031a1d1a5f80","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 11, Iss 17, p 1959 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs11171959","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11171959","pdf_url":"https://www.mdpi.com/2072-4292/11/17/1959/pdf?version=1566437916","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":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G1356514951","display_name":null,"funder_award_id":"41971","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G179363741","display_name":null,"funder_award_id":"41971279","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G235729383","display_name":null,"funder_award_id":"2018B17","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G256545954","display_name":null,"funder_award_id":"BK20160860","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3910829908","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4310224551","display_name":null,"funder_award_id":"419712","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4602306205","display_name":null,"funder_award_id":"2018B17814","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4895611324","display_name":null,"funder_award_id":"41601347","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5921281487","display_name":null,"funder_award_id":"number","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G770456615","display_name":null,"funder_award_id":"Funds","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G8364314533","display_name":"Technology and the Individual - a School-Tv Series For      Adolescents","funder_award_id":"8014104","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309549","display_name":"University of Houston","ror":"https://ror.org/040vwpm13"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2969614292.pdf","grobid_xml":"https://content.openalex.org/works/W2969614292.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W1497089125","https://openalex.org/W1517907761","https://openalex.org/W1539811621","https://openalex.org/W1583106483","https://openalex.org/W1584663654","https://openalex.org/W1965309615","https://openalex.org/W1966845080","https://openalex.org/W1976416886","https://openalex.org/W1980252875","https://openalex.org/W1983467829","https://openalex.org/W1989811026","https://openalex.org/W1993337810","https://openalex.org/W1997038974","https://openalex.org/W1998030734","https://openalex.org/W2002392274","https://openalex.org/W2011404314","https://openalex.org/W2013912476","https://openalex.org/W2020372148","https://openalex.org/W2024165284","https://openalex.org/W2038920431","https://openalex.org/W2039612012","https://openalex.org/W2047705660","https://openalex.org/W2050016299","https://openalex.org/W2054689043","https://openalex.org/W2059390551","https://openalex.org/W2078264890","https://openalex.org/W2083541351","https://openalex.org/W2086261631","https://openalex.org/W2101365302","https://openalex.org/W2114819256","https://openalex.org/W2115451191","https://openalex.org/W2119412403","https://openalex.org/W2127199143","https://openalex.org/W2136192719","https://openalex.org/W2150579376","https://openalex.org/W2153635508","https://openalex.org/W2158108683","https://openalex.org/W2158400785","https://openalex.org/W2296450878","https://openalex.org/W2315409171","https://openalex.org/W2344918563","https://openalex.org/W2424277038","https://openalex.org/W2490459141","https://openalex.org/W2561235410","https://openalex.org/W2565258258","https://openalex.org/W2565499339","https://openalex.org/W2566771666","https://openalex.org/W2574557462","https://openalex.org/W2599078391","https://openalex.org/W2605646105","https://openalex.org/W2606929568","https://openalex.org/W2623518586","https://openalex.org/W2744049245","https://openalex.org/W2759880437","https://openalex.org/W2765739551","https://openalex.org/W2791011783","https://openalex.org/W2792666705","https://openalex.org/W2796684832","https://openalex.org/W2800955846","https://openalex.org/W2804744787","https://openalex.org/W2805465265","https://openalex.org/W2890133123","https://openalex.org/W2891234263","https://openalex.org/W2893945636","https://openalex.org/W2897452159","https://openalex.org/W2909158354","https://openalex.org/W2911964244","https://openalex.org/W3106141888","https://openalex.org/W6645344847","https://openalex.org/W6757697411"],"related_works":["https://openalex.org/W2513087981","https://openalex.org/W4294224199","https://openalex.org/W3143193446","https://openalex.org/W3121696167","https://openalex.org/W2025403071","https://openalex.org/W2052407261","https://openalex.org/W2106688976","https://openalex.org/W2038304857","https://openalex.org/W2501002973","https://openalex.org/W2997376198"],"abstract_inverted_index":{"Hyperspectral":[0],"and":[1,4,9,17,39,58,78,130,151,161,186,191,195],"light":[2],"detection":[3],"ranging":[5],"(LiDAR)":[6],"data":[7,60,153,193],"fusion":[8,194],"classification":[10,134,196],"has":[11],"been":[12,21],"an":[13],"active":[14],"research":[15],"topic,":[16],"intensive":[18],"studies":[19],"have":[20],"made":[22],"based":[23,94,126,184],"on":[24,95,127],"mathematical":[25],"morphology.":[26],"However,":[27],"matrix-based":[28],"concatenation":[29],"of":[30,65,159,164],"morphological":[31],"features":[32,73,97,119],"may":[33],"not":[34],"be":[35],"so":[36],"distinctive,":[37],"compact,":[38],"optimal":[40],"for":[41,56],"classification.":[42,61],"In":[43],"this":[44],"work,":[45],"we":[46,70,79],"propose":[47],"a":[48,81],"novel":[49],"Coupled":[50],"Higher-Order":[51],"Tensor":[52],"Factorization":[53],"(CHOTF)":[54],"model":[55,71,83,106],"hyperspectral":[57,150,190],"LiDAR":[59,152,192],"The":[62],"innovative":[63],"contributions":[64],"our":[66],"work":[67],"are":[68,92,120],"that":[69,168],"different":[72,177],"as":[74],"multiple":[75,113],"third-order":[76,90,181],"tensors,":[77],"formulate":[80],"CHOTF":[82,105],"to":[84,109],"jointly":[85,110],"factorize":[86,111],"those":[87],"tensors.":[88,115],"Firstly,":[89],"tensors":[91],"built":[93],"spectral-spatial":[96],"extracted":[98],"via":[99],"attribute":[100],"profiles":[101],"(APs).":[102],"Secondly,":[103],"the":[104,112,117,128,157,162,169,173],"is":[107,135],"defined":[108],"higher-order":[114],"Then,":[116],"latent":[118],"generated":[121],"by":[122,137],"mode-n":[123],"tensor-matrix":[124],"product":[125],"shared":[129],"unshared":[131],"factors.":[132],"Lastly,":[133],"conducted":[136,146],"using":[138],"sparse":[139],"multinomial":[140],"logistic":[141],"regression":[142],"(SMLR).":[143],"Experimental":[144],"results,":[145],"with":[147],"two":[148],"popular":[149],"sets":[154],"collected":[155],"over":[156],"University":[158],"Houston":[160],"city":[163],"Trento,":[165],"respectively,":[166],"indicate":[167],"proposed":[170,189],"framework":[171],"outperforms":[172],"other":[174],"methods,":[175,179,185],"i.e.,":[176],"dimensionality-reduction-based":[178],"independent":[180],"tensor":[182],"factorization":[183],"some":[187],"recently":[188],"methods.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}