{"id":"https://openalex.org/W1683821609","doi":"https://doi.org/10.1109/tip.2015.2509258","title":"Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images","display_name":"Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images","publication_year":2015,"publication_date":"2015-12-17","ids":{"openalex":"https://openalex.org/W1683821609","doi":"https://doi.org/10.1109/tip.2015.2509258","mag":"1683821609","pmid":"https://pubmed.ncbi.nlm.nih.gov/26685243"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2015.2509258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2015.2509258","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1503.05521","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009495271","display_name":"Tales Imbiriba","orcid":"https://orcid.org/0000-0002-2626-2039"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tales Imbiriba","raw_affiliation_strings":["Department of Electrical Engineering, Federal University of Santa Catarina, Florian\u00f3polis, Brazil","UFSC - Universidade Federal de Santa Catarina = Federal University of Santa Catarina [Florian\u00f3polis] (R. Eng. Agron\u00f4mico Andrei Cristian Ferreira, s/n - Trindade, Florian\u00f3polis - SC, 88040-900 - Brazil)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Federal University of Santa Catarina, Florian\u00f3polis, Brazil","institution_ids":["https://openalex.org/I4104125"]},{"raw_affiliation_string":"UFSC - Universidade Federal de Santa Catarina = Federal University of Santa Catarina [Florian\u00f3polis] (R. Eng. Agron\u00f4mico Andrei Cristian Ferreira, s/n - Trindade, Florian\u00f3polis - SC, 88040-900 - Brazil)","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066014633","display_name":"J.C.M. Bermudez","orcid":"https://orcid.org/0000-0002-6712-939X"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jose Carlos Moreira Bermudez","raw_affiliation_strings":["Department of Electrical Engineering, Federal University of Santa Catarina, Florian\u00f3polis, Brazil","UFSC - Universidade Federal de Santa Catarina = Federal University of Santa Catarina [Florian\u00f3polis] (R. Eng. Agron\u00f4mico Andrei Cristian Ferreira, s/n - Trindade, Florian\u00f3polis - SC, 88040-900 - Brazil)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Federal University of Santa Catarina, Florian\u00f3polis, Brazil","institution_ids":["https://openalex.org/I4104125"]},{"raw_affiliation_string":"UFSC - Universidade Federal de Santa Catarina = Federal University of Santa Catarina [Florian\u00f3polis] (R. Eng. Agron\u00f4mico Andrei Cristian Ferreira, s/n - Trindade, Florian\u00f3polis - SC, 88040-900 - Brazil)","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076238706","display_name":"C\u00e9dric Richard","orcid":null},"institutions":[{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]},{"id":"https://openalex.org/I4210106545","display_name":"Centre Inria d'Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]},{"id":"https://openalex.org/I4210113427","display_name":"Lagrange Laboratory","ror":"https://ror.org/02fdv8735","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I201841394","https://openalex.org/I4210113427","https://openalex.org/I4210126779","https://openalex.org/I4210148025"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cedric Richard","raw_affiliation_strings":["Lagrange Laboratory, Centre National de la Recherche Scientifique, Observatoire de la C\u00f4te d\u2019Azur, Morpheme Team, Institut National de Recherche en Informatique et en Automatique Sophia Antipolis M\u00e9diterran\u00e9e, Valbonne, France","University of Nice Sophia-Antipolis, Nice, France","LAGRANGE - Joseph Louis LAGRANGE (Boulevard de l'Observatoire B.P. 4229 06304 Nice Cedex 04 - France - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lagrange Laboratory, Centre National de la Recherche Scientifique, Observatoire de la C\u00f4te d\u2019Azur, Morpheme Team, Institut National de Recherche en Informatique et en Automatique Sophia Antipolis M\u00e9diterran\u00e9e, Valbonne, France","institution_ids":["https://openalex.org/I4210106545"]},{"raw_affiliation_string":"University of Nice Sophia-Antipolis, Nice, France","institution_ids":["https://openalex.org/I201841394"]},{"raw_affiliation_string":"LAGRANGE - Joseph Louis LAGRANGE (Boulevard de l'Observatoire B.P. 4229 06304 Nice Cedex 04 - France - France)","institution_ids":["https://openalex.org/I4210113427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018816346","display_name":"Jean\u2010Yves Tourneret","orcid":"https://orcid.org/0000-0001-5219-3455"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Yves Tourneret","raw_affiliation_strings":["Institut National Polytechnique/\u00c9cole Nationale Sup\u00e9rieure d\u2019 \u00c9lectronique, d\u2019 \u00c9lectrotechnique, d\u2019Informatique, d\u2019Hydraulique et des T\u00e9l\u00e9communications, Institut de Recherche en Informatique de Toulouse, University of Toulouse, Toulouse, France","IRIT-MINDS - CoMputational imagINg anD viSion (IRIT\r\n118 Route de Narbonne\r\n31062 Toulouse Cedex 9  - France)","Toulouse INP - Institut National Polytechnique (Toulouse) (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut National Polytechnique/\u00c9cole Nationale Sup\u00e9rieure d\u2019 \u00c9lectronique, d\u2019 \u00c9lectrotechnique, d\u2019Informatique, d\u2019Hydraulique et des T\u00e9l\u00e9communications, Institut de Recherche en Informatique de Toulouse, University of Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I205747304"]},{"raw_affiliation_string":"IRIT-MINDS - CoMputational imagINg anD viSion (IRIT\r\n118 Route de Narbonne\r\n31062 Toulouse Cedex 9  - France)","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"Toulouse INP - Institut National Polytechnique (Toulouse) (France)","institution_ids":["https://openalex.org/I205747304"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.283,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.92394323,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"25","issue":"3","first_page":"1136","last_page":"1151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"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":0.9998999834060669,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.98580002784729,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9763000011444092,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/endmember","display_name":"Endmember","score":0.8832371830940247},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.838049054145813},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.7518641948699951},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.593748927116394},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5829819440841675},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5058907866477966},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5030373930931091},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.47813332080841064},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.4527835547924042},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.43212682008743286},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.42772725224494934},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.3931572437286377},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3535345792770386},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1408727765083313},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08537796139717102}],"concepts":[{"id":"https://openalex.org/C58237817","wikidata":"https://www.wikidata.org/wiki/Q5376204","display_name":"Endmember","level":3,"score":0.8832371830940247},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.838049054145813},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.7518641948699951},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.593748927116394},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5829819440841675},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5058907866477966},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5030373930931091},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.47813332080841064},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.4527835547924042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43212682008743286},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.42772725224494934},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3931572437286377},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3535345792770386},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1408727765083313},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08537796139717102},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tip.2015.2509258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2015.2509258","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:26685243","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26685243","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:arXiv.org:1503.05521","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1503.05521","pdf_url":"https://arxiv.org/pdf/1503.05521","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:HAL:hal-01315353v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01315353","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Image Processing, 2015, 25 (3), pp.1136-1151. ⟨10.1109/TIP.2015.2509258⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1503.05521","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1503.05521","pdf_url":"https://arxiv.org/pdf/1503.05521","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1917846394","display_name":null,"funder_award_id":"307071/2013-8","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3524406422","display_name":null,"funder_award_id":"474735/2012-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5068929520","display_name":"Hyperspectral data analysis with nonlinear unmixing algorithms","funder_award_id":"ANR-12-BS03-0003","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G52474758","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse","funder_award_id":"ANR-11-IDEX-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G5862327685","display_name":null,"funder_award_id":"400566/2013-3","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G7786692064","display_name":"Centre International de Math\u00e9matiques et d'Informatique (de Toulouse)","funder_award_id":"ANR-11-LABX-0040","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W74877817","https://openalex.org/W636084637","https://openalex.org/W1525535255","https://openalex.org/W1527610243","https://openalex.org/W1555549210","https://openalex.org/W1563071939","https://openalex.org/W1574202531","https://openalex.org/W1608428631","https://openalex.org/W1667165204","https://openalex.org/W1669655639","https://openalex.org/W1746819321","https://openalex.org/W1965392255","https://openalex.org/W1969107320","https://openalex.org/W1977824599","https://openalex.org/W1991567646","https://openalex.org/W2003896345","https://openalex.org/W2005818237","https://openalex.org/W2008311097","https://openalex.org/W2008924446","https://openalex.org/W2009109609","https://openalex.org/W2011315899","https://openalex.org/W2012749606","https://openalex.org/W2019274094","https://openalex.org/W2027533473","https://openalex.org/W2028967512","https://openalex.org/W2034035291","https://openalex.org/W2034268775","https://openalex.org/W2042626896","https://openalex.org/W2046245205","https://openalex.org/W2050041778","https://openalex.org/W2060629443","https://openalex.org/W2069231830","https://openalex.org/W2070424424","https://openalex.org/W2071249186","https://openalex.org/W2073650477","https://openalex.org/W2087263574","https://openalex.org/W2088259770","https://openalex.org/W2098295833","https://openalex.org/W2099997159","https://openalex.org/W2101837437","https://openalex.org/W2104314841","https://openalex.org/W2108917905","https://openalex.org/W2109533493","https://openalex.org/W2114486983","https://openalex.org/W2119449590","https://openalex.org/W2125118959","https://openalex.org/W2127062304","https://openalex.org/W2128462828","https://openalex.org/W2133782497","https://openalex.org/W2134328014","https://openalex.org/W2136134691","https://openalex.org/W2139047226","https://openalex.org/W2142202560","https://openalex.org/W2157321686","https://openalex.org/W2165755981","https://openalex.org/W2169924573","https://openalex.org/W2170078675","https://openalex.org/W2295820431","https://openalex.org/W2541576858","https://openalex.org/W2766547421","https://openalex.org/W2767061839","https://openalex.org/W2800423704","https://openalex.org/W2942228371","https://openalex.org/W3098850693","https://openalex.org/W3100566860","https://openalex.org/W3100817930","https://openalex.org/W3122463936","https://openalex.org/W3139499394","https://openalex.org/W4211049957","https://openalex.org/W4233760599","https://openalex.org/W4301253858","https://openalex.org/W4387597150","https://openalex.org/W6603021610","https://openalex.org/W6634351063","https://openalex.org/W6644605005","https://openalex.org/W6652665233","https://openalex.org/W6745716280","https://openalex.org/W6745801022","https://openalex.org/W6792379847","https://openalex.org/W6966675768"],"related_works":["https://openalex.org/W2037328426","https://openalex.org/W1990914742","https://openalex.org/W2891033441","https://openalex.org/W2006559622","https://openalex.org/W2315521504","https://openalex.org/W3106536224","https://openalex.org/W2890371384","https://openalex.org/W2773863718","https://openalex.org/W2563324120","https://openalex.org/W2040756827"],"abstract_inverted_index":{"Mixing":[0],"phenomena":[1,62],"in":[2,30,96,181],"hyperspectral":[3,43],"images":[4],"depend":[5],"on":[6,132],"a":[7,120,141,147,157,162],"variety":[8],"of":[9,15,20,135,193],"factors,":[10],"such":[11],"as":[12],"the":[13,18,31,50,60,92,106,133,136,184],"resolution":[14],"observation":[16],"devices,":[17],"properties":[19],"materials,":[21],"and":[22,35,76,103,146,200,206],"how":[23],"these":[24],"materials":[25],"interact":[26],"with":[27,183,204],"incident":[28],"light":[29],"scene.":[32],"Different":[33],"parametric":[34],"nonparametric":[36],"models":[37],"have":[38],"been":[39,57],"considered":[40],"to":[41,90,100,111,178],"address":[42],"unmixing":[44,109],"problems.":[45],"The":[46,67,127,151,187],"simplest":[47,107],"one":[48],"is":[49,130,202],"linear":[51,82,148],"mixing":[52,61],"model.":[53,150],"Nevertheless,":[54],"it":[55,87],"has":[56],"recognized":[58],"that":[59],"can":[63,166],"also":[64,171],"be":[65,167,179],"nonlinear.":[66],"corresponding":[68],"nonlinear":[69],"analysis":[70],"techniques":[71],"are":[72,154],"necessarily":[73],"more":[74],"challenging":[75],"complex":[77],"than":[78],"those":[79],"employed":[80,180],"for":[81,122,160],"unmixing.":[83],"Within":[84],"this":[85,116],"context,":[86],"makes":[88],"sense":[89],"detect":[91],"nonlinearly":[93,124,197],"mixed":[94,125,198],"pixels":[95,199],"an":[97,173],"image":[98],"prior":[99],"its":[101],"analysis,":[102],"then":[104],"employ":[105],"possible":[108],"technique":[110,121],"analyze":[112],"each":[113],"pixel.":[114],"In":[115],"paper,":[117],"we":[118],"propose":[119,172],"detecting":[123,196],"pixels.":[126],"detection":[128,158,185],"approach":[129],"based":[131],"comparison":[134],"reconstruction":[137],"errors":[138,153],"using":[139],"both":[140],"Gaussian":[142],"process":[143],"regression":[144,149],"model":[145],"two":[152],"combined":[155],"into":[156],"statistics":[159],"which":[161,191],"probability":[163],"density":[164],"function":[165],"reasonably":[168],"approximated.":[169],"We":[170],"iterative":[174],"endmember":[175],"extraction":[176],"algorithm":[177],"combination":[182],"algorithm.":[186],"proposed":[188],"detect-then-unmix":[189],"strategy,":[190],"consists":[192],"extracting":[194],"endmembers,":[195],"unmixing,":[201],"tested":[203],"synthetic":[205],"real":[207],"images.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}