{"id":"https://openalex.org/W2343756965","doi":"https://doi.org/10.1109/jstars.2015.2500961","title":"Transfer Sparse Subspace Analysis for Unsupervised Cross-View Scene Model Adaptation","display_name":"Transfer Sparse Subspace Analysis for Unsupervised Cross-View Scene Model Adaptation","publication_year":2015,"publication_date":"2015-12-10","ids":{"openalex":"https://openalex.org/W2343756965","doi":"https://doi.org/10.1109/jstars.2015.2500961","mag":"2343756965"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2015.2500961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2015.2500961","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100359488","display_name":"Hao Sun","orcid":"https://orcid.org/0000-0002-2938-2714"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Sun","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101711521","display_name":"Shuai Liu","orcid":"https://orcid.org/0000-0003-2867-4683"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Liu","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102837714","display_name":"Shilin Zhou","orcid":"https://orcid.org/0000-0002-8670-5292"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shilin Zhou","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002694599","display_name":"Huanxin Zou","orcid":"https://orcid.org/0000-0002-6182-4877"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanxin Zou","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100359488"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":7.3345,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.97177688,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":"7","first_page":"2901","last_page":"2909"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9977999925613403,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9966999888420105,"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":0.8237650394439697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6068975925445557},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5667771697044373},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5074805617332458},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.48082149028778076},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.45049914717674255},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43510815501213074},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.331730455160141},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3259545564651489}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8237650394439697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6068975925445557},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5667771697044373},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5074805617332458},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.48082149028778076},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.45049914717674255},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43510815501213074},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.331730455160141},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3259545564651489},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jstars.2015.2500961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2015.2500961","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2737257213","display_name":null,"funder_award_id":"61303186","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1566135517","https://openalex.org/W1682040381","https://openalex.org/W1946093182","https://openalex.org/W1946137962","https://openalex.org/W1977766639","https://openalex.org/W1980038761","https://openalex.org/W1982696459","https://openalex.org/W1989316905","https://openalex.org/W1993962865","https://openalex.org/W2001123951","https://openalex.org/W2004273576","https://openalex.org/W2006603039","https://openalex.org/W2017814585","https://openalex.org/W2020912318","https://openalex.org/W2029225410","https://openalex.org/W2032699694","https://openalex.org/W2041478093","https://openalex.org/W2042873848","https://openalex.org/W2086866337","https://openalex.org/W2087553096","https://openalex.org/W2098411764","https://openalex.org/W2104068492","https://openalex.org/W2104094955","https://openalex.org/W2115403315","https://openalex.org/W2125560515","https://openalex.org/W2125865219","https://openalex.org/W2128884519","https://openalex.org/W2134270519","https://openalex.org/W2140797190","https://openalex.org/W2157032359","https://openalex.org/W2157169955","https://openalex.org/W2160616617","https://openalex.org/W2162854380","https://openalex.org/W2162915993","https://openalex.org/W2165698076","https://openalex.org/W2168918109","https://openalex.org/W2187089797","https://openalex.org/W2294130536","https://openalex.org/W2294193936","https://openalex.org/W2950333415","https://openalex.org/W3143107425","https://openalex.org/W3153012724","https://openalex.org/W4206684016","https://openalex.org/W6637154279","https://openalex.org/W6640697403","https://openalex.org/W6644556865","https://openalex.org/W6678800043","https://openalex.org/W6678814708","https://openalex.org/W6683389101","https://openalex.org/W6696958782"],"related_works":["https://openalex.org/W1980381208","https://openalex.org/W2364594919","https://openalex.org/W2167092671","https://openalex.org/W1861706286","https://openalex.org/W2219338811","https://openalex.org/W2149583853","https://openalex.org/W2143002539","https://openalex.org/W4293472652","https://openalex.org/W1120847856","https://openalex.org/W2130386332"],"abstract_inverted_index":{"With":[0],"the":[1,10,37,49,66,72,97,111,153,162,169,176,180,212,223,234],"availability":[2],"of":[3,7,68,78,100,152,179,191,207,216,226,233],"an":[4],"increasing":[5],"amount":[6],"images":[8,119],"from":[9,115],"Internet":[11],"and":[12,40,63,89,91,173,211],"several":[13],"user-friendly":[14],"crowd":[15],"sourcing":[16],"tools":[17],"such":[18],"as":[19],"Amazon":[20],"Mechanical":[21],"Turk":[22],"(AMT),":[23],"many":[24,44],"large-scale":[25],"ground":[26,116],"level":[27],"image":[28,50],"datasets":[29],"with":[30,229],"semantic":[31,98,112],"annotations":[32],"have":[33,42,56,196],"been":[34,197],"collected":[35],"in":[36,60,71,182,199],"vision":[38],"community,":[39],"they":[41],"fostered":[43],"efficient":[45],"ways":[46],"to":[47,109,120,231],"describe":[48],"content.":[51],"For":[52],"example,":[53],"visual":[54,61],"attributes":[55,218],"shown":[57],"promising":[58],"potentials":[59],"recognition":[62],"retrieval.":[64],"However,":[65],"scarcity":[67],"labeled":[69,79],"samples":[70,80],"earth":[73],"observation":[74],"(EO)":[75],"community":[76],"(collection":[77],"through":[81],"photointerpretation":[82],"or":[83],"terrestrial":[84],"campaigns":[85],"is":[86,138,205,214],"time":[87],"consuming":[88],"expensive,":[90],"often":[92],"requires":[93],"expertise":[94],"background)":[95],"hinders":[96],"understanding":[99],"remote":[101,126],"sensing":[102,127],"images.":[103,128],"In":[104],"this":[105],"paper,":[106],"we":[107],"propose":[108],"transfer":[110,132,195,206,215],"knowledge":[113,194],"learned":[114],"view":[117,122],"scene":[118,143,193,208,217],"overhead":[121],"very":[123],"high-resolution":[124],"(VHR)":[125],"Specifically,":[129],"a":[130,149,183],"novel":[131],"sparse":[133],"subspace":[134],"analysis":[135],"(TSSA)":[136],"algorithm":[137],"presented":[139],"for":[140],"unsupervised":[141],"cross-view":[142,192],"modeladaptation.":[144],"TSSA":[145],"aims":[146],"at":[147],"finding":[148],"common":[150],"embedding":[151],"data":[154,181],"across":[155],"different":[156],"views":[157],"by":[158],"simultaneously":[159],"1)":[160],"minimizing":[161],"maximum":[163],"mean":[164],"discrepancy":[165],"(MMD),":[166],"2)":[167],"preserving":[168],"main":[170],"statistical":[171],"property,":[172],"3)":[174],"maintaining":[175],"self-expressiveness":[177],"property":[178],"reproducing":[184],"kernel":[185],"Hilbert":[186],"space":[187],"(RKHS).":[188],"Two":[189],"variants":[190],"investigated":[198],"our":[200,227],"experiments.":[201],"The":[202],"first":[203],"one":[204],"category":[209],"models,":[210],"second":[213],"models.":[219],"Experimental":[220],"results":[221],"demonstrate":[222],"competitive":[224],"performance":[225],"method":[228],"respect":[230],"state":[232],"art.":[235]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
