{"id":"https://openalex.org/W2916944076","doi":"https://doi.org/10.3390/rs11040397","title":"A Novel Analysis Dictionary Learning Model Based Hyperspectral Image Classification Method","display_name":"A Novel Analysis Dictionary Learning Model Based Hyperspectral Image Classification Method","publication_year":2019,"publication_date":"2019-02-15","ids":{"openalex":"https://openalex.org/W2916944076","doi":"https://doi.org/10.3390/rs11040397","mag":"2916944076"},"language":"en","primary_location":{"id":"doi:10.3390/rs11040397","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11040397","pdf_url":"https://www.mdpi.com/2072-4292/11/4/397/pdf?version=1550232476","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/11/4/397/pdf?version=1550232476","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100323672","display_name":"Wei Wei","orcid":"https://orcid.org/0000-0002-0655-056X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Wei","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi\u2019an 710072, China","The National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi\u2019an 710072, China","School of Computer Science, Northwestern Polytechnical University, Xi'an 710072, China","The National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi'an 710072, China"],"raw_orcid":"https://orcid.org/0000-0002-0655-056X","affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"The National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi\u2019an 710072, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"The National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi'an 710072, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076517058","display_name":"Mengting Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengting Ma","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi\u2019an 710072, China","School of Computer Science, Northwestern Polytechnical University, Xi'an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100390421","display_name":"Cong Wang","orcid":"https://orcid.org/0000-0001-5164-7988"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Wang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi\u2019an 710072, China","School of Computer Science, Northwestern Polytechnical University, Xi'an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433957","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-7528-420X"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Adelaide 5000, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Adelaide 5000, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100779162","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0001-5267-0936"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi\u2019an 710072, China","School of Computer Science, Northwestern Polytechnical University, Xi'an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028235866","display_name":"Yanning Zhang","orcid":"https://orcid.org/0000-0002-2977-8057"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanning Zhang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi\u2019an 710072, China","The National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi\u2019an 710072, China","School of Computer Science, Northwestern Polytechnical University, Xi'an 710072, China","The National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi'an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"The National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi\u2019an 710072, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"The National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi'an 710072, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100323672","https://openalex.org/A5100433957"],"corresponding_institution_ids":["https://openalex.org/I17145004","https://openalex.org/I5681781"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.7077,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74024838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"11","issue":"4","first_page":"397","last_page":"397"},"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9898999929428101,"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":0.9510525465011597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6978179216384888},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6928528547286987},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6904565691947937},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5901860594749451},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5029978156089783},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39515674114227295},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07137465476989746},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.04211774468421936}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9510525465011597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6978179216384888},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6928528547286987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6904565691947937},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5901860594749451},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5029978156089783},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39515674114227295},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07137465476989746},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.04211774468421936}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs11040397","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11040397","pdf_url":"https://www.mdpi.com/2072-4292/11/4/397/pdf?version=1550232476","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:66a48f018f2c4ea6a50e1c209d8d53f6","is_oa":true,"landing_page_url":"https://doaj.org/article/66a48f018f2c4ea6a50e1c209d8d53f6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 11, Iss 4, p 397 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs11040397","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11040397","pdf_url":"https://www.mdpi.com/2072-4292/11/4/397/pdf?version=1550232476","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4099999964237213,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2864664840","display_name":null,"funder_award_id":"2018JM6015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5604689228","display_name":"\u57fa\u4e8e\u7a7a\u8c31\u7a00\u758f\u7ed3\u6784\u81ea\u9002\u5e94\u5b66\u4e60\u7684\u9ad8\u5149\u8c31\u56fe\u50cf\u538b\u7f29\u611f\u77e5\u91cd\u6784\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61671385","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5696426425","display_name":"\u8054\u5408\u6587\u672c\u5148\u9a8c\u548c\u591a\u6807\u6ce8\u4fe1\u606f\u7684\u56fe\u50cf\u6df1\u5ea6\u89c6\u89c9\u8bed\u4e49\u8bc6\u522b\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61571354","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6189346532","display_name":"\u57fa\u4e8e\u9ad8\u9636\u6b63\u5219\u5316\u534a\u76d1\u7763\u5b66\u4e60\u7684\u591a\u8ddf\u8e2a\u5668\u6846\u67b6\u6a21\u578b\u53ca\u878d\u5408\u7b56\u7565\u7814\u7a76","funder_award_id":"61571362","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7681981306","display_name":null,"funder_award_id":"61671385, 61571354, 61571362","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2916944076.pdf","grobid_xml":"https://content.openalex.org/works/W2916944076.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1967649788","https://openalex.org/W1992405901","https://openalex.org/W1996041299","https://openalex.org/W2001298023","https://openalex.org/W2030507150","https://openalex.org/W2058414309","https://openalex.org/W2064987453","https://openalex.org/W2084716923","https://openalex.org/W2097092275","https://openalex.org/W2104269704","https://openalex.org/W2113713615","https://openalex.org/W2127229869","https://openalex.org/W2129812935","https://openalex.org/W2157785665","https://openalex.org/W2159070926","https://openalex.org/W2161160262","https://openalex.org/W2163398148","https://openalex.org/W2164330327","https://openalex.org/W2177188361","https://openalex.org/W2316226477","https://openalex.org/W2330290358","https://openalex.org/W2341018344","https://openalex.org/W2500751094","https://openalex.org/W2509021534","https://openalex.org/W2545706078","https://openalex.org/W2548791488","https://openalex.org/W2564013914","https://openalex.org/W2572303978","https://openalex.org/W2615751500","https://openalex.org/W2762884213","https://openalex.org/W2766528611","https://openalex.org/W2767805377","https://openalex.org/W2782517596","https://openalex.org/W2790226428","https://openalex.org/W2791219253","https://openalex.org/W2791257483","https://openalex.org/W2792684107","https://openalex.org/W2793515883","https://openalex.org/W2793530304","https://openalex.org/W2807111102","https://openalex.org/W2889025125","https://openalex.org/W2889107641","https://openalex.org/W2908955282","https://openalex.org/W6671562760","https://openalex.org/W6683257377","https://openalex.org/W6687890955","https://openalex.org/W6745745096"],"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":{"Supervised":[0],"hyperspectral":[1,15,107],"image":[2],"(HSI)":[3],"classification":[4,36,87],"has":[5],"been":[6],"acknowledged":[7],"as":[8,100],"one":[9],"of":[10,14,21,65,112],"the":[11,19,42,45,51,54,58,63,75,91,110,113],"fundamental":[12],"tasks":[13],"data":[16],"analysis.":[17],"Witnessing":[18],"success":[20],"analysis":[22],"dictionary":[23,46],"learning":[24],"(ADL)-based":[25],"method":[26,37,115],"in":[27,38],"recent":[28],"years,":[29],"we":[30,73,84],"propose":[31,85],"an":[32],"ADL-based":[33],"supervised":[34],"HSI":[35,86,117],"this":[39,83],"paper.":[40],"In":[41],"proposed":[43,114],"method,":[44],"is":[47],"modeled":[48],"considering":[49],"both":[50],"characteristics":[52],"within":[53,68],"spectrum":[55,70,76],"and":[56,80],"among":[57,93,96],"spectra.":[59],"Specifically,":[60],"to":[61],"reduce":[62],"influence":[64],"strong":[66],"nonlinearity":[67],"each":[69],"on":[71,82,104],"classification,":[72],"divide":[74],"into":[77],"some":[78],"segments,":[79],"based":[81],"strategy.":[88],"To":[89],"preserve":[90],"relationships":[92],"spectra,":[94],"similarities":[95],"pixels":[97],"are":[98],"introduced":[99],"constraints.":[101],"Experimental":[102],"results":[103],"several":[105],"benchmark":[106],"datasets":[108],"demonstrate":[109],"effectiveness":[111],"for":[116],"classification.":[118]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
