{"id":"https://openalex.org/W2073650477","doi":"https://doi.org/10.1109/tip.2014.2312616","title":"Residual Component Analysis of Hyperspectral Images\u2014Application to Joint Nonlinear Unmixing and Nonlinearity Detection","display_name":"Residual Component Analysis of Hyperspectral Images\u2014Application to Joint Nonlinear Unmixing and Nonlinearity Detection","publication_year":2014,"publication_date":"2014-03-19","ids":{"openalex":"https://openalex.org/W2073650477","doi":"https://doi.org/10.1109/tip.2014.2312616","mag":"2073650477","pmid":"https://pubmed.ncbi.nlm.nih.gov/24723576"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2014.2312616","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tip.2014.2312616","pdf_url":"https://ieeexplore.ieee.org/ielx7/83/6779706/06775297.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/83/6779706/06775297.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067973917","display_name":"Yoann Altmann","orcid":"https://orcid.org/0000-0002-3177-9884"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I4210098964","display_name":"Toulouse Mathematics Institute","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210098964"]}],"countries":["FR","GB"],"is_corresponding":true,"raw_author_name":"Yoann Altmann","raw_affiliation_strings":["University of Toulouse, Toulouse Cedex 7, France","HWU - Heriot-Watt University [Edinburgh] (Edinburgh, Scotland, UK EH14 4AS - United Kingdom)"],"affiliations":[{"raw_affiliation_string":"University of Toulouse, Toulouse Cedex 7, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I4210098964"]},{"raw_affiliation_string":"HWU - Heriot-Watt University [Edinburgh] (Edinburgh, Scotland, UK EH14 4AS - United Kingdom)","institution_ids":["https://openalex.org/I32062511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024149247","display_name":"Nicolas Dobigeon","orcid":"https://orcid.org/0000-0001-8127-350X"},"institutions":[{"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"]},{"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","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"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","https://openalex.org/I4405258862"]},{"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/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"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","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210098964","display_name":"Toulouse Mathematics Institute","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210098964"]},{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Dobigeon","raw_affiliation_strings":["University of Toulouse, Toulouse Cedex 7, France","IRIT-SC - Signal et Communications (IRIT\r\n2 rue Charles Camichel \r\n31071 Toulouse Cedex 7 - France)","Toulouse INP - Institut National Polytechnique (Toulouse) (France)"],"affiliations":[{"raw_affiliation_string":"University of Toulouse, Toulouse Cedex 7, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I4210098964"]},{"raw_affiliation_string":"IRIT-SC - Signal et Communications (IRIT\r\n2 rue Charles Camichel \r\n31071 Toulouse Cedex 7 - France)","institution_ids":["https://openalex.org/I4210152422","https://openalex.org/I134560555","https://openalex.org/I4210119061","https://openalex.org/I3131550300","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"Toulouse INP - Institut National Polytechnique (Toulouse) (France)","institution_ids":["https://openalex.org/I205747304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010538525","display_name":"Stephen McLaughlin","orcid":"https://orcid.org/0000-0002-9558-8294"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steve McLaughlin","raw_affiliation_strings":["School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, U.K","HWU - Heriot-Watt University [Edinburgh] (Edinburgh, Scotland, UK EH14 4AS - United Kingdom)"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, U.K","institution_ids":["https://openalex.org/I32062511"]},{"raw_affiliation_string":"HWU - Heriot-Watt University [Edinburgh] (Edinburgh, Scotland, UK EH14 4AS - United Kingdom)","institution_ids":["https://openalex.org/I32062511"]}]},{"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/I4210098964","display_name":"Toulouse Mathematics Institute","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210098964"]},{"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","https://openalex.org/I4405258862"]},{"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","https://openalex.org/I4405258862"]},{"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/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"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","https://openalex.org/I4405258862"]},{"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/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"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":["University of Toulouse, Toulouse Cedex 7, France","Toulouse INP - Institut National Polytechnique (Toulouse) (France)","IRIT-MINDS - CoMputational imagINg anD viSion (IRIT\r\n118 Route de Narbonne\r\n31062 Toulouse Cedex 9 - France)"],"affiliations":[{"raw_affiliation_string":"University of Toulouse, Toulouse Cedex 7, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I4210098964"]},{"raw_affiliation_string":"Toulouse INP - Institut National Polytechnique (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/I4210152422","https://openalex.org/I134560555","https://openalex.org/I4210119061","https://openalex.org/I3131550300","https://openalex.org/I4210160189"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067973917"],"corresponding_institution_ids":["https://openalex.org/I17866349","https://openalex.org/I32062511","https://openalex.org/I4210098964"],"apc_list":null,"apc_paid":null,"fwci":16.4819,"has_fulltext":true,"cited_by_count":54,"citation_normalized_percentile":{"value":0.99256859,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"23","issue":"5","first_page":"2148","last_page":"2158"},"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":0.989799976348877,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9771000146865845,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.892285943031311},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.7623509764671326},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.572041392326355},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5646984577178955},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.553663432598114},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5386151671409607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5061854720115662},{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.4964461922645569},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47393542528152466},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.452719509601593},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3968929052352905},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2492726743221283},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.1909007430076599}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.892285943031311},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.7623509764671326},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.572041392326355},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5646984577178955},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.553663432598114},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5386151671409607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5061854720115662},{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.4964461922645569},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47393542528152466},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.452719509601593},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3968929052352905},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2492726743221283},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.1909007430076599},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tip.2014.2312616","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tip.2014.2312616","pdf_url":"https://ieeexplore.ieee.org/ielx7/83/6779706/06775297.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:24723576","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24723576","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:1307.5698","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1307.5698","pdf_url":"https://arxiv.org/pdf/1307.5698","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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-00984400v1","is_oa":true,"landing_page_url":"https://hal.science/hal-00984400","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, 2014, vol. 23, pp. 2148-2158. ⟨10.1109/TIP.2014.2312616⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1109/tip.2014.2312616","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tip.2014.2312616","pdf_url":"https://ieeexplore.ieee.org/ielx7/83/6779706/06775297.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1934935867","display_name":null,"funder_award_id":"Engineering and Physical Sciences R","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2327784722","display_name":null,"funder_award_id":"EP/J015180/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6702880738","display_name":null,"funder_award_id":"ANR-12","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7808534914","display_name":null,"funder_award_id":"ANR-12-BS03-003","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7846038998","display_name":null,"funder_award_id":"12-BS03-003","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/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320335230","display_name":"Centre International de Math\u00e9matiques et Informatique de Toulouse","ror":"https://ror.org/017tgbk05"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2073650477.pdf","grobid_xml":"https://content.openalex.org/works/W2073650477.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1499945524","https://openalex.org/W1560724230","https://openalex.org/W1977824599","https://openalex.org/W2011315899","https://openalex.org/W2019274094","https://openalex.org/W2028967512","https://openalex.org/W2034268775","https://openalex.org/W2042626896","https://openalex.org/W2070424424","https://openalex.org/W2078222544","https://openalex.org/W2083016737","https://openalex.org/W2085893390","https://openalex.org/W2088259770","https://openalex.org/W2097211423","https://openalex.org/W2100285320","https://openalex.org/W2118943995","https://openalex.org/W2119449590","https://openalex.org/W2121123096","https://openalex.org/W2123571372","https://openalex.org/W2127062304","https://openalex.org/W2127827417","https://openalex.org/W2130237296","https://openalex.org/W2133782497","https://openalex.org/W2138565847","https://openalex.org/W2139047226","https://openalex.org/W2151111809","https://openalex.org/W2155447189","https://openalex.org/W2160558851","https://openalex.org/W2163721270","https://openalex.org/W2163886442","https://openalex.org/W2166864699","https://openalex.org/W2169924573","https://openalex.org/W2295820431","https://openalex.org/W2300441005","https://openalex.org/W2396659250","https://openalex.org/W3100817930","https://openalex.org/W3122463936","https://openalex.org/W3126126661","https://openalex.org/W3195149063","https://openalex.org/W4232632925","https://openalex.org/W4233760599","https://openalex.org/W4292691288","https://openalex.org/W6629783669","https://openalex.org/W6671734604","https://openalex.org/W6697530291","https://openalex.org/W6712324812"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2070598848","https://openalex.org/W2044184146","https://openalex.org/W4313014865","https://openalex.org/W2019190440","https://openalex.org/W2343470940"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,96],"nonlinear":[4,35,64,74,98],"mixing":[5],"model":[6,17,94],"for":[7,54,132],"joint":[8,97],"hyperspectral":[9,136],"image":[10,68],"unmixing":[11,99,127],"and":[12,41,100,128],"nonlinearity":[13,55,101,129],"detection.":[14],"The":[15,66,104],"proposed":[16,86,108,126],"assumes":[18],"that":[19],"the":[20,38,59,63,89,93,107,122,125,133],"pixel":[21],"reflectances":[22],"are":[23],"linear":[24],"combinations":[25],"of":[26,62,106,124,135],"known":[27],"pure":[28],"spectral":[29],"components":[30],"corrupted":[31],"by":[32,43],"an":[33,44],"additional":[34],"term,":[36],"affecting":[37],"end":[39],"members":[40],"contaminated":[42],"additive":[45],"Gaussian":[46],"noise.":[47],"A":[48,82],"Markov":[49],"random":[50],"field":[51],"is":[52,69,85,110],"considered":[53],"detection":[56,102,130],"based":[57],"on":[58,113],"spatial":[60],"structure":[61],"terms.":[65],"observed":[67],"segmented":[70],"into":[71],"regions":[72],"where":[73],"terms,":[75],"if":[76],"present,":[77],"share":[78],"similar":[79],"statistical":[80],"properties.":[81],"Bayesian":[83],"algorithm":[84],"to":[87],"estimate":[88],"parameters":[90],"involved":[91],"in":[92],"yielding":[95],"algorithm.":[103],"performance":[105],"strategy":[109,131],"first":[111],"evaluated":[112],"synthetic":[114],"data.":[115],"Simulations":[116],"conducted":[117],"with":[118],"real":[119],"data":[120],"show":[121],"accuracy":[123],"analysis":[134],"images.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":13},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}