{"id":"https://openalex.org/W2106772027","doi":"https://doi.org/10.1109/jstars.2015.2403257","title":"A Comprehensive Evaluation of Spectral Distance Functions and Metrics for Hyperspectral Image Processing","display_name":"A Comprehensive Evaluation of Spectral Distance Functions and Metrics for Hyperspectral Image Processing","publication_year":2015,"publication_date":"2015-03-18","ids":{"openalex":"https://openalex.org/W2106772027","doi":"https://doi.org/10.1109/jstars.2015.2403257","mag":"2106772027"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2015.2403257","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2015.2403257","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/7175093/07061924.pdf","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":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/7175093/07061924.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065287108","display_name":"Hilda Deborah","orcid":"https://orcid.org/0000-0003-3779-2569"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210093397","display_name":"XLIM","ror":"https://ror.org/00f7srh09","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I32881790","https://openalex.org/I4210093397","https://openalex.org/I4210095849","https://openalex.org/I65806277"]},{"id":"https://openalex.org/I4400600903","display_name":"Laboratoire des Sciences de l\u2019Information et de la Communication","ror":"https://ror.org/034gh1d56","country_code":null,"type":"facility","lineage":["https://openalex.org/I201841394","https://openalex.org/I4400600903"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hilda Deborah","raw_affiliation_strings":["SIC Laboratory, XLIM Research Institute UMR CNRS 7252, Futuroscope Chasseneuil Cedex, France","The Norwegian Colour and Visual Computing Laboratory, Gj\u00f8vik University College, Gj\u00f8vik, Norway","XLIM-ASALI - Synth\u00e8se et analyse d'images (XLIM - 123, avenue Albert Thomas - 87060 LIMOGES CEDEX - France)"],"affiliations":[{"raw_affiliation_string":"SIC Laboratory, XLIM Research Institute UMR CNRS 7252, Futuroscope Chasseneuil Cedex, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4400600903"]},{"raw_affiliation_string":"The Norwegian Colour and Visual Computing Laboratory, Gj\u00f8vik University College, Gj\u00f8vik, Norway","institution_ids":[]},{"raw_affiliation_string":"XLIM-ASALI - Synth\u00e8se et analyse d'images (XLIM - 123, avenue Albert Thomas - 87060 LIMOGES CEDEX - France)","institution_ids":["https://openalex.org/I4210093397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002624695","display_name":"No\u00ebl Richard","orcid":"https://orcid.org/0000-0002-6891-0540"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210093397","display_name":"XLIM","ror":"https://ror.org/00f7srh09","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I32881790","https://openalex.org/I4210093397","https://openalex.org/I4210095849","https://openalex.org/I65806277"]},{"id":"https://openalex.org/I4400600903","display_name":"Laboratoire des Sciences de l\u2019Information et de la Communication","ror":"https://ror.org/034gh1d56","country_code":null,"type":"facility","lineage":["https://openalex.org/I201841394","https://openalex.org/I4400600903"]},{"id":"https://openalex.org/I32881790","display_name":"Universit\u00e9 de Poitiers","ror":"https://ror.org/04xhy8q59","country_code":"FR","type":"education","lineage":["https://openalex.org/I32881790"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Noel Richard","raw_affiliation_strings":["SIC Laboratory, XLIM Research Institute UMR CNRS 7252, Futuroscope Chasseneuil Cedex, France","XLIM-ASALI - Synth\u00e8se et analyse d'images (XLIM - 123, avenue Albert Thomas - 87060 LIMOGES CEDEX - France)","UP - Universit\u00e9 de Poitiers =  University of Poitiers (15, rue de l'H\u00f4tel Dieu - 86034 Poitiers Cedex - France)"],"affiliations":[{"raw_affiliation_string":"SIC Laboratory, XLIM Research Institute UMR CNRS 7252, Futuroscope Chasseneuil Cedex, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4400600903"]},{"raw_affiliation_string":"XLIM-ASALI - Synth\u00e8se et analyse d'images (XLIM - 123, avenue Albert Thomas - 87060 LIMOGES CEDEX - France)","institution_ids":["https://openalex.org/I4210093397"]},{"raw_affiliation_string":"UP - Universit\u00e9 de Poitiers =  University of Poitiers (15, rue de l'H\u00f4tel Dieu - 86034 Poitiers Cedex - France)","institution_ids":["https://openalex.org/I32881790"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088139921","display_name":"Jon Yngve Hardeberg","orcid":"https://orcid.org/0000-0003-1150-2498"},"institutions":[{"id":"https://openalex.org/I144648426","display_name":"Norwegian Computing Center","ror":"https://ror.org/02gm7te43","country_code":"NO","type":"nonprofit","lineage":["https://openalex.org/I144648426"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jon Yngve Hardeberg","raw_affiliation_strings":["Colorlab, Gj\u00f8vik University College, Gj\u00f8vik, Norway","The Norwegian Colour and Visual Computing Laboratory (Gj\u00f8vik - Norway)"],"affiliations":[{"raw_affiliation_string":"Colorlab, Gj\u00f8vik University College, Gj\u00f8vik, Norway","institution_ids":[]},{"raw_affiliation_string":"The Norwegian Colour and Visual Computing Laboratory (Gj\u00f8vik - Norway)","institution_ids":["https://openalex.org/I144648426"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065287108"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210093397","https://openalex.org/I4400600903"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":8.4116,"has_fulltext":true,"cited_by_count":88,"citation_normalized_percentile":{"value":0.97666632,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"8","issue":"6","first_page":"3224","last_page":"3234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998000264167786,"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":0.9998000264167786,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9894000291824341,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9891999959945679,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8835055232048035},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.7332319617271423},{"id":"https://openalex.org/keywords/distance-measures","display_name":"Distance measures","score":0.6028614640235901},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5972399711608887},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5305692553520203},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5180673599243164},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5118648409843445},{"id":"https://openalex.org/keywords/distance-transform","display_name":"Distance transform","score":0.5035895705223083},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.49769023060798645},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4874734878540039},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45771756768226624},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.44933104515075684},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44185927510261536},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4172564148902893},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3655431866645813},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3638704717159271},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32804620265960693},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2917912006378174}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8835055232048035},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.7332319617271423},{"id":"https://openalex.org/C2639959","wikidata":"https://www.wikidata.org/wiki/Q1344778","display_name":"Distance measures","level":2,"score":0.6028614640235901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5972399711608887},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5305692553520203},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5180673599243164},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5118648409843445},{"id":"https://openalex.org/C73621898","wikidata":"https://www.wikidata.org/wiki/Q2940504","display_name":"Distance transform","level":3,"score":0.5035895705223083},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.49769023060798645},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4874734878540039},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45771756768226624},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.44933104515075684},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44185927510261536},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4172564148902893},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3655431866645813},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3638704717159271},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32804620265960693},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2917912006378174},{"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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":3,"locations":[{"id":"doi:10.1109/jstars.2015.2403257","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2015.2403257","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/7175093/07061924.pdf","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"},{"id":"pmh:oai:HAL:hal-01295388v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01295388","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, &#x27E8;10.1109/JSTARS.2015.2403257&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:e765c690cca2483b8f86542ce985f571","is_oa":true,"landing_page_url":"https://doaj.org/article/e765c690cca2483b8f86542ce985f571","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 8, Iss 6, Pp 3224-3234 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2015.2403257","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2015.2403257","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/7175093/07061924.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2106772027.pdf","grobid_xml":"https://content.openalex.org/works/W2106772027.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W84941271","https://openalex.org/W99359260","https://openalex.org/W121905919","https://openalex.org/W179138868","https://openalex.org/W186085407","https://openalex.org/W1530303756","https://openalex.org/W1647671624","https://openalex.org/W1837120581","https://openalex.org/W1878994352","https://openalex.org/W1946309384","https://openalex.org/W1970837926","https://openalex.org/W1980073965","https://openalex.org/W1991727646","https://openalex.org/W1998007407","https://openalex.org/W2001141328","https://openalex.org/W2006595765","https://openalex.org/W2006681603","https://openalex.org/W2010319424","https://openalex.org/W2034318627","https://openalex.org/W2038191807","https://openalex.org/W2053186076","https://openalex.org/W2056884786","https://openalex.org/W2066792529","https://openalex.org/W2094557983","https://openalex.org/W2095889309","https://openalex.org/W2112148214","https://openalex.org/W2117501368","https://openalex.org/W2129368547","https://openalex.org/W2133665775","https://openalex.org/W2142841657","https://openalex.org/W2143668817","https://openalex.org/W2145760414","https://openalex.org/W2162587881","https://openalex.org/W2165533158","https://openalex.org/W2334882881","https://openalex.org/W2341545927","https://openalex.org/W2342204193","https://openalex.org/W2611775752","https://openalex.org/W3101250886","https://openalex.org/W4236211573","https://openalex.org/W6607493213","https://openalex.org/W6636915900","https://openalex.org/W6638421876","https://openalex.org/W6674292359","https://openalex.org/W6676938131","https://openalex.org/W6704443453"],"related_works":["https://openalex.org/W2589110124","https://openalex.org/W2115336194","https://openalex.org/W2129888254","https://openalex.org/W2893176453","https://openalex.org/W2145343266","https://openalex.org/W23595558","https://openalex.org/W6907768","https://openalex.org/W2189279453","https://openalex.org/W2113189054","https://openalex.org/W2142431032"],"abstract_inverted_index":{"Distance":[0],"functions":[1,69,86,103],"are":[2,121],"at":[3],"the":[4,43,58,82,91,95,100,124,132,145],"core":[5],"of":[6,35,45,60,75,84,94,126,137],"important":[7],"data":[8],"analysis":[9],"and":[10,19,39,70,114],"processing":[11,63],"tools,":[12],"e.g.,":[13],"PCA,":[14],"classification,":[15],"vector":[16],"median":[17],"filter,":[18],"mathematical":[20,40],"morphology.":[21],"Despite":[22],"its":[23,36],"key":[24],"role,":[25],"a":[26,47,72,110],"distance":[27,49,68,85,102,127,136,148],"function":[28,50],"is":[29,87],"often":[30],"used":[31],"without":[32],"careful":[33],"consideration":[34],"underlying":[37],"assumptions":[38],"construction.":[41],"With":[42,129],"objective":[44],"identifying":[46],"suitable":[48,73,147],"for":[51,123],"hyperspectral":[52,61],"images":[53],"so":[54],"as":[55,116,118],"to":[56,90,131,143],"maintain":[57],"accuracy":[59],"image":[62],"results,":[64],"we":[65,97],"compare":[66],"existing":[67,101],"define":[71,109],"set":[74],"selection":[76,83],"criteria.":[77],"Bearing":[78],"in":[79],"mind":[80],"that":[81],"highly":[88],"related":[89],"actual":[92],"definition":[93],"spectrum,":[96],"also":[98],"classify":[99],"based":[104],"on":[105],"how":[106],"they":[107],"inherently":[108],"spectrum.":[111],"Theoretical":[112],"constraints":[113],"behavior,":[115],"well":[117],"numerical":[119],"tests":[120],"proposed":[122],"evaluation":[125,133],"functions.":[128],"regards":[130],"criteria,":[134],"Euclidean":[135],"cumulative":[138],"spectrum":[139],"(ECS)":[140],"was":[141],"found":[142],"be":[144],"most":[146],"function.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}
