{"id":"https://openalex.org/W2595905926","doi":"https://doi.org/10.1117/12.2268707","title":"Fast techniques for nonlinear mapping of hyperspectral data","display_name":"Fast techniques for nonlinear mapping of hyperspectral data","publication_year":2017,"publication_date":"2017-03-17","ids":{"openalex":"https://openalex.org/W2595905926","doi":"https://doi.org/10.1117/12.2268707","mag":"2595905926"},"language":"en","primary_location":{"id":"doi:10.1117/12.2268707","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2268707","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041950239","display_name":"Evgeny Myasnikov","orcid":"https://orcid.org/0000-0002-7547-410X"},"institutions":[{"id":"https://openalex.org/I3124489027","display_name":"Samara National Research University","ror":"https://ror.org/05ggagb37","country_code":"RU","type":"education","lineage":["https://openalex.org/I3124489027"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Evgeny Myasnikov","raw_affiliation_strings":["Samara Univ. (Russian Federation)","Samara National Research Univ. (Russian Federation)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samara Univ. (Russian Federation)","institution_ids":["https://openalex.org/I3124489027"]},{"raw_affiliation_string":"Samara National Research Univ. (Russian Federation)","institution_ids":["https://openalex.org/I3124489027"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041950239"],"corresponding_institution_ids":["https://openalex.org/I3124489027"],"apc_list":null,"apc_paid":null,"fwci":2.3374,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.88429589,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"10341","issue":null,"first_page":"103411D","last_page":"103411D"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9962999820709229,"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":0.9962999820709229,"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":0.9790999889373779,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9677000045776367,"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":0.9723064303398132},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8115719556808472},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6244550347328186},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.6189864873886108},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42657047510147095},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.33862027525901794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33511748909950256}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9723064303398132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8115719556808472},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6244550347328186},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.6189864873886108},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42657047510147095},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.33862027525901794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33511748909950256},{"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":1,"locations":[{"id":"doi:10.1117/12.2268707","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2268707","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321079","display_name":"Russian Foundation for Basic Research","ror":"https://ror.org/02mh1ke95"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1970714368","https://openalex.org/W2045786596","https://openalex.org/W2125078521","https://openalex.org/W2148394752","https://openalex.org/W2193647246","https://openalex.org/W2195495315","https://openalex.org/W2401481215","https://openalex.org/W2516706048","https://openalex.org/W2793694218","https://openalex.org/W4292888456","https://openalex.org/W4300584587","https://openalex.org/W4302556148","https://openalex.org/W6687245114","https://openalex.org/W6687615956","https://openalex.org/W6713062846","https://openalex.org/W6981690596"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2070598848","https://openalex.org/W3034375524","https://openalex.org/W2060875994","https://openalex.org/W2027399350","https://openalex.org/W2044184146","https://openalex.org/W4313014865","https://openalex.org/W2019190440","https://openalex.org/W2343470940"],"abstract_inverted_index":{"The":[0,12,42],"paper":[1],"considers":[2],"the":[3,19,51,63,75,84],"problem":[4],"of":[5,9,14,74],"fast":[6],"nonlinear":[7,20],"mapping":[8,21],"hyperspectral":[10,46,70,78],"data.":[11],"analysis":[13,80],"various":[15],"ways":[16],"to":[17],"speed-up":[18],"algorithm":[22],"is":[23,56],"performed,":[24],"including":[25],"stochastic":[26],"algorithms,":[27],"methods":[28,53],"based":[29],"on":[30],"space":[31],"partitioning,":[32],"interpolation":[33],"techniques,":[34],"and":[35,54],"parallel":[36,40],"implementations":[37],"using":[38],"modern":[39],"architecture.":[41],"general":[43],"scheme":[44],"for":[45,62,68,77],"data":[47],"processing":[48],"that":[49],"summarizes":[50],"analyzed":[52],"algorithms":[55],"given":[57],"with":[58],"recommendations.":[59],"Experimental":[60],"results":[61],"proposed":[64],"technique":[65,76],"are":[66,81],"presented":[67],"well-known":[69],"images.":[71],"Possible":[72],"applications":[73],"image":[79],"discussed":[82],"in":[83],"paper.":[85]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}