{"id":"https://openalex.org/W3207787479","doi":"https://doi.org/10.14428/esann/2021.es2021-64","title":"Investigating Intensity and Transversal Drift in Hyperspectral Imaging Data","display_name":"Investigating Intensity and Transversal Drift in Hyperspectral Imaging Data","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3207787479","doi":"https://doi.org/10.14428/esann/2021.es2021-64","mag":"3207787479"},"language":"en","primary_location":{"id":"doi:10.14428/esann/2021.es2021-64","is_oa":true,"landing_page_url":"http://doi.org/10.14428/esann/2021.es2021-64","pdf_url":"https://doi.org/10.14428/esann/2021.es2021-64","source":{"id":"https://openalex.org/S4306509709","display_name":"ESANN 2021 proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2021 proceedings","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.14428/esann/2021.es2021-64","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012525333","display_name":"Valerie Vaquet","orcid":"https://orcid.org/0000-0001-7659-857X"},"institutions":[{"id":"https://openalex.org/I20121455","display_name":"Bielefeld University","ror":"https://ror.org/02hpadn98","country_code":"DE","type":"education","lineage":["https://openalex.org/I20121455"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Valerie Vaquet","raw_affiliation_strings":["-Machine Learning Group Bielefeld University, Bielefeld -Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"-Machine Learning Group Bielefeld University, Bielefeld -Germany","institution_ids":["https://openalex.org/I20121455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000059338","display_name":"Patrick Menz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139350","display_name":"Fraunhofer Institute for Factory Operation and Automation","ror":"https://ror.org/04qfaak15","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139350","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Patrick Menz","raw_affiliation_strings":["-Cognitive Processes and Systems, Fraunhofer Institute of Factory Operation and Automation (IFF), Magdeburg -Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"-Cognitive Processes and Systems, Fraunhofer Institute of Factory Operation and Automation (IFF), Magdeburg -Germany","institution_ids":["https://openalex.org/I4210139350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035286804","display_name":"Udo Seiffert","orcid":"https://orcid.org/0000-0002-6043-7947"},"institutions":[{"id":"https://openalex.org/I4210139350","display_name":"Fraunhofer Institute for Factory Operation and Automation","ror":"https://ror.org/04qfaak15","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139350","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Udo Seiffert","raw_affiliation_strings":["-Cognitive Processes and Systems, Fraunhofer Institute of Factory Operation and Automation (IFF), Magdeburg -Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"-Cognitive Processes and Systems, Fraunhofer Institute of Factory Operation and Automation (IFF), Magdeburg -Germany","institution_ids":["https://openalex.org/I4210139350"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091180862","display_name":"Barbara Hammer","orcid":"https://orcid.org/0000-0002-0935-5591"},"institutions":[{"id":"https://openalex.org/I20121455","display_name":"Bielefeld University","ror":"https://ror.org/02hpadn98","country_code":"DE","type":"education","lineage":["https://openalex.org/I20121455"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Barbara Hammer","raw_affiliation_strings":["-Machine Learning Group Bielefeld University, Bielefeld -Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"-Machine Learning Group Bielefeld University, Bielefeld -Germany","institution_ids":["https://openalex.org/I20121455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3538,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53638608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9412000179290771,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9412000179290771,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9120000004768372,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8314354419708252},{"id":"https://openalex.org/keywords/transversal","display_name":"Transversal (combinatorics)","score":0.7328872680664062},{"id":"https://openalex.org/keywords/intensity","display_name":"Intensity (physics)","score":0.6785764098167419},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.41831767559051514},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.3995128273963928},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.383061021566391},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.30595648288726807},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09863123297691345}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8314354419708252},{"id":"https://openalex.org/C2780130068","wikidata":"https://www.wikidata.org/wiki/Q2208651","display_name":"Transversal (combinatorics)","level":2,"score":0.7328872680664062},{"id":"https://openalex.org/C93038891","wikidata":"https://www.wikidata.org/wiki/Q1061524","display_name":"Intensity (physics)","level":2,"score":0.6785764098167419},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.41831767559051514},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.3995128273963928},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.383061021566391},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.30595648288726807},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09863123297691345},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.14428/esann/2021.es2021-64","is_oa":true,"landing_page_url":"http://doi.org/10.14428/esann/2021.es2021-64","pdf_url":"https://doi.org/10.14428/esann/2021.es2021-64","source":{"id":"https://openalex.org/S4306509709","display_name":"ESANN 2021 proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2021 proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:pub.uni-bielefeld.de:2960685","is_oa":true,"landing_page_url":"https://pub.uni-bielefeld.de/record/2960685","pdf_url":"https://doi.org/10.14428/esann/2021.ES2021-64","source":{"id":"https://openalex.org/S4306401670","display_name":"PUB \u2013 Publications at Bielefeld University (Bielefeld University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"http://purl.org/coar/resource_type/c_5794"},{"id":"pmh:oai:pub.uni-bielefeld.de:2962928","is_oa":false,"landing_page_url":"https://pub.uni-bielefeld.de/record/2962928","pdf_url":null,"source":{"id":"https://openalex.org/S4306401670","display_name":"PUB \u2013 Publications at Bielefeld University (Bielefeld University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"http://purl.org/coar/resource_type/c_6501"},{"id":"pmh:oai:publica.fraunhofer.de:publica/419054","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/419054","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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"}],"best_oa_location":{"id":"doi:10.14428/esann/2021.es2021-64","is_oa":true,"landing_page_url":"http://doi.org/10.14428/esann/2021.es2021-64","pdf_url":"https://doi.org/10.14428/esann/2021.es2021-64","source":{"id":"https://openalex.org/S4306509709","display_name":"ESANN 2021 proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2021 proceedings","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G1959268701","display_name":null,"funder_award_id":"05M20PBA","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G3625458799","display_name":null,"funder_award_id":"05M20AFA","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3207787479.pdf","grobid_xml":"https://content.openalex.org/works/W3207787479.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W304676660","https://openalex.org/W2026469743","https://openalex.org/W2112483442","https://openalex.org/W2115403315","https://openalex.org/W2135343619","https://openalex.org/W2580082328","https://openalex.org/W2751430773","https://openalex.org/W2799365888","https://openalex.org/W2959815030","https://openalex.org/W2987705220","https://openalex.org/W3023807737","https://openalex.org/W3041133507"],"related_works":["https://openalex.org/W2385371209","https://openalex.org/W1991437568","https://openalex.org/W2083270190","https://openalex.org/W2998323711","https://openalex.org/W2014286142","https://openalex.org/W2948825694","https://openalex.org/W2122141505","https://openalex.org/W2612882618","https://openalex.org/W1981363900","https://openalex.org/W3207787479"],"abstract_inverted_index":{"When":[0],"measuring":[1],"data":[2,9,112],"with":[3,42,96],"hyperspectral":[4],"cameras":[5],"drift":[6,23,64],"in":[7,79],"the":[8,16,60,66,107,110],"distribution":[10],"occurs":[11],"over":[12],"time":[13],"and":[14,29,48,84],"when":[15],"sensing":[17],"device":[18],"is":[19,24,56],"changed.":[20],"Frequently,":[21],"this":[22,33,72,92],"a":[25,45,88],"combination":[26],"of":[27,63,109],"intensity":[28,98],"wavelength":[30,102],"shifts.":[31],"In":[32],"contribution,":[34],"we":[35,85],"demonstrate":[36,70],"that":[37,71],"transfer":[38],"component":[39],"analysis":[40],"together":[41],"subsampling":[43],"constitutes":[44],"particular":[46],"efficient":[47],"simple":[49],"technology":[50,93],"for":[51],"spectral":[52],"offset":[53],"elimination":[54],"which":[55],"applied":[57],"to":[58,81],"avoid":[59],"negative":[61],"impact":[62],"on":[65,75,106],"classification":[67],"performance.":[68],"We":[69],"approach":[73],"performs":[74],"par":[76],"or":[77],"better":[78],"comparison":[80],"established":[82],"methods,":[83],"also":[86],"provide":[87],"theoretical":[89],"motivation":[90],"why":[91],"can":[94],"deal":[95],"both,":[97],"as":[99,101],"well":[100],"shift":[103],"provided":[104],"bounds":[105],"smoothness":[108],"functional":[111],"are":[113],"given.":[114]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}