{"id":"https://openalex.org/W2033683009","doi":"https://doi.org/10.1109/igarss.2013.6723743","title":"Statistical assessment of dataset shift and model portability in multi-angle in-track image acquisitions","display_name":"Statistical assessment of dataset shift and model portability in multi-angle in-track image acquisitions","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2033683009","doi":"https://doi.org/10.1109/igarss.2013.6723743","mag":"2033683009"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2013.6723743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2013.6723743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS","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":"https://openalex.org/A5084561935","display_name":"Giona Matasci","orcid":null},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Giona Matasci","raw_affiliation_strings":["Center for Research on Terrestrial Environment, University of Lausanne, Switzerland","Center for Res. on Terrestrial Environ., Univ. of Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Research on Terrestrial Environment, University of Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]},{"raw_affiliation_string":"Center for Res. on Terrestrial Environ., Univ. of Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017754387","display_name":"Nathan Longbotham","orcid":"https://orcid.org/0000-0002-5283-001X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nathan Longbotham","raw_affiliation_strings":["DigitalGlobe Inc., Longmont, CO, USA","[DigitalGlobe, Inc., Longmont, CO, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DigitalGlobe Inc., Longmont, CO, USA","institution_ids":[]},{"raw_affiliation_string":"[DigitalGlobe, Inc., Longmont, CO, USA]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109200667","display_name":"Fabio Pacifici","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fabio Pacifici","raw_affiliation_strings":["DigitalGlobe Inc., Longmont, CO, USA","[DigitalGlobe, Inc., Longmont, CO, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DigitalGlobe Inc., Longmont, CO, USA","institution_ids":[]},{"raw_affiliation_string":"[DigitalGlobe, Inc., Longmont, CO, USA]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068472081","display_name":"Mikha\u00efl Kanevski","orcid":"https://orcid.org/0000-0001-6602-6551"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mikhail Kanevski","raw_affiliation_strings":["Center for Research on Terrestrial Environment, University of Lausanne, Switzerland","Center for Res. on Terrestrial Environ., Univ. of Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Research on Terrestrial Environment, University of Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]},{"raw_affiliation_string":"Center for Res. on Terrestrial Environ., Univ. of Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005192117","display_name":"Devis Tuia","orcid":"https://orcid.org/0000-0003-0374-2459"},"institutions":[{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"other","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Devis Tuia","raw_affiliation_strings":["Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne, Laboratory of Geographic Information Systems, Switzerland","Lab. of Geographic Inf. Syst., Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne, Laboratory of Geographic Information Systems, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Lab. of Geographic Inf. Syst., Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I29607241"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4899,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70693887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"4134","last_page":"4137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9970999956130981,"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":0.9970999956130981,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9955000281333923,"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"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9829000234603882,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.828345537185669},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7133262753486633},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6370614767074585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5847216248512268},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5751455426216125},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5490914583206177},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4559914767742157},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4548552334308624},{"id":"https://openalex.org/keywords/track","display_name":"Track (disk drive)","score":0.44808119535446167},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44403076171875},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.43799933791160583},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.4192768335342407},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.32863277196884155},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24908211827278137},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2133704423904419},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.17911526560783386}],"concepts":[{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.828345537185669},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7133262753486633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6370614767074585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5847216248512268},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5751455426216125},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5490914583206177},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4559914767742157},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4548552334308624},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.44808119535446167},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44403076171875},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43799933791160583},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.4192768335342407},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32863277196884155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24908211827278137},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2133704423904419},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17911526560783386},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/igarss.2013.6723743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2013.6723743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unil.ch:iris/216320","is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/216320","pdf_url":null,"source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","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":null,"raw_type":"conference paper"},{"id":"pmh:oai:serval.unil.ch:BIB_C4227B5722E7","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_C4227B5722E7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International, pp. 4134 - 4137","raw_type":"inproceedings"},{"id":"pmh:wur:oai:library.wur.nl:wurpubs/563672","is_oa":false,"landing_page_url":"https://research.wur.nl/en/publications/statistical-assessment-of-dataset-shift-and-model-portability-in-","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013 - Proceedings","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2078478672","https://openalex.org/W2151896708","https://openalex.org/W2158360369","https://openalex.org/W2164943005","https://openalex.org/W2165698076","https://openalex.org/W2400428875","https://openalex.org/W6712890621"],"related_works":["https://openalex.org/W107105315","https://openalex.org/W1584537303","https://openalex.org/W1872724644","https://openalex.org/W2750549761","https://openalex.org/W4388155270","https://openalex.org/W28826848","https://openalex.org/W2122272819","https://openalex.org/W4367156293","https://openalex.org/W2130894091","https://openalex.org/W4385574943"],"abstract_inverted_index":{"In":[0,81],"this":[1,82],"study":[2],"we":[3],"propose":[4],"an":[5,35],"evaluation":[6],"of":[7,15,30,38,45,49,57,70,86],"the":[8,12,16,27,31,55,61,68,71,77,84],"angular":[9],"effects":[10],"altering":[11],"spectral":[13],"response":[14],"land-cover":[17],"over":[18],"multi-angle":[19],"remote":[20],"sensing":[21],"image":[22],"acquisitions.":[23],"The":[24],"shift":[25],"in":[26,34,94],"statistical":[28],"distribution":[29],"pixels":[32],"observed":[33],"in-track":[36],"sequence":[37,62],"WorldView-2":[39],"images":[40],"is":[41,63,99],"analyzed":[42],"by":[43,65],"means":[44],"a":[46],"kernel-based":[47],"measure":[48],"distance":[50],"between":[51],"probability":[52],"distributions.":[53],"Afterwards,":[54],"portability":[56],"supervised":[58],"classifiers":[59],"across":[60],"investigated":[64],"looking":[66],"at":[67],"evolution":[69],"classification":[72],"accuracy":[73],"with":[74],"respect":[75],"to":[76],"changing":[78],"observation":[79],"angle.":[80],"context,":[83],"efficiency":[85],"various":[87],"physically":[88],"and":[89,101],"statistically":[90],"based":[91],"preprocessing":[92],"methods":[93],"obtaining":[95],"angle-invariant":[96],"data":[97],"spaces":[98],"compared":[100],"possible":[102],"synergies":[103],"are":[104],"discussed.":[105]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}