{"id":"https://openalex.org/W3137411003","doi":"https://doi.org/10.1007/s11042-021-10735-0","title":"Research on hyper-spectral remote sensing image classification by applying stacked de-noising auto-encoders neural network","display_name":"Research on hyper-spectral remote sensing image classification by applying stacked de-noising auto-encoders neural network","publication_year":2021,"publication_date":"2021-03-15","ids":{"openalex":"https://openalex.org/W3137411003","doi":"https://doi.org/10.1007/s11042-021-10735-0","mag":"3137411003"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-021-10735-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-021-10735-0","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","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/A5010066017","display_name":"Xiaoai Dai","orcid":"https://orcid.org/0000-0003-1342-6417"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoai Dai","raw_affiliation_strings":["Chengdu University of Technology, No. 1 Dongsan Road, Chenghua District, Chengdu, China","Chengdu University of Technology, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Technology, No. 1 Dongsan Road, Chenghua District, Chengdu, China","institution_ids":["https://openalex.org/I31595395","https://openalex.org/I102345215"]},{"raw_affiliation_string":"Chengdu University of Technology, Chengdu, China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002222314","display_name":"Xu-wei HE","orcid":null},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuwei He","raw_affiliation_strings":["Chengdu University of Technology, No. 1 Dongsan Road, Chenghua District, Chengdu, China","Chengdu University of Technology, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Technology, No. 1 Dongsan Road, Chenghua District, Chengdu, China","institution_ids":["https://openalex.org/I31595395","https://openalex.org/I102345215"]},{"raw_affiliation_string":"Chengdu University of Technology, Chengdu, China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006670760","display_name":"Shouheng Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shouheng Guo","raw_affiliation_strings":["Chengdu University of Technology, No. 1 Dongsan Road, Chenghua District, Chengdu, China","Chengdu University of Technology, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Technology, No. 1 Dongsan Road, Chenghua District, Chengdu, China","institution_ids":["https://openalex.org/I31595395","https://openalex.org/I102345215"]},{"raw_affiliation_string":"Chengdu University of Technology, Chengdu, China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058873510","display_name":"Senhao Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]},{"id":"https://openalex.org/I4210128053","display_name":"Institute of Remote Sensing and Digital Earth","ror":"https://ror.org/02cjszf03","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128053"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Senhao Liu","raw_affiliation_strings":["Chengdu University of Technology, No. 1 Dongsan Road, Chenghua District, Chengdu, China","Institute of Remote Sensing and Digital Earth, No. 20 Datun Road., Chaoyang District, Beijing, China","University of Chinese Academy of Sciences, No. 19(A) Yuquan Road, Shijingshan District, Beijing, People\u2019s Republic of China","Institute of Remote Sensing and Digital Earth, Beijing, China","Chengdu University of Technology, Chengdu, China","University of Chinese Academy of Sciences, Beijing, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Technology, No. 1 Dongsan Road, Chenghua District, Chengdu, China","institution_ids":["https://openalex.org/I31595395","https://openalex.org/I102345215"]},{"raw_affiliation_string":"Institute of Remote Sensing and Digital Earth, No. 20 Datun Road., Chaoyang District, Beijing, China","institution_ids":["https://openalex.org/I4210128053"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, No. 19(A) Yuquan Road, Shijingshan District, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Remote Sensing and Digital Earth, Beijing, China","institution_ids":["https://openalex.org/I4210128053"]},{"raw_affiliation_string":"Chengdu University of Technology, Chengdu, China","institution_ids":["https://openalex.org/I31595395"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068554146","display_name":"Fujiang Ji","orcid":"https://orcid.org/0000-0003-4623-7487"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]},{"id":"https://openalex.org/I4210128053","display_name":"Institute of Remote Sensing and Digital Earth","ror":"https://ror.org/02cjszf03","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128053"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fujiang Ji","raw_affiliation_strings":["Chengdu University of Technology, No. 1 Dongsan Road, Chenghua District, Chengdu, China","Institute of Remote Sensing and Digital Earth, No. 20 Datun Road., Chaoyang District, Beijing, China","University of Chinese Academy of Sciences, No. 19(A) Yuquan Road, Shijingshan District, Beijing, People\u2019s Republic of China","University of Chinese Academy of Sciences, Beijing, People\u2019s Republic of China","Chengdu University of Technology, Chengdu, China","Institute of Remote Sensing and Digital Earth, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Technology, No. 1 Dongsan Road, Chenghua District, Chengdu, China","institution_ids":["https://openalex.org/I31595395","https://openalex.org/I102345215"]},{"raw_affiliation_string":"Institute of Remote Sensing and Digital Earth, No. 20 Datun Road., Chaoyang District, Beijing, China","institution_ids":["https://openalex.org/I4210128053"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, No. 19(A) Yuquan Road, Shijingshan District, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Chengdu University of Technology, Chengdu, China","institution_ids":["https://openalex.org/I31595395"]},{"raw_affiliation_string":"Institute of Remote Sensing and Digital Earth, Beijing, China","institution_ids":["https://openalex.org/I4210128053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084571500","display_name":"Huihua Ruan","orcid":null},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huihua Ruan","raw_affiliation_strings":["Guangdong Meteorological Observation Data Center, No. 312 Dongguan Zhuang Road, Tianhe District, Guangzhou, China","Guangdong Meteorological Observation Data Center, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Meteorological Observation Data Center, No. 312 Dongguan Zhuang Road, Tianhe District, Guangzhou, China","institution_ids":["https://openalex.org/I141301092"]},{"raw_affiliation_string":"Guangdong Meteorological Observation Data Center, Guangzhou, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5010066017"],"corresponding_institution_ids":["https://openalex.org/I102345215","https://openalex.org/I31595395"],"apc_list":null,"apc_paid":null,"fwci":1.3864,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.82956304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"80","issue":"14","first_page":"21219","last_page":"21239"},"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":0.9983000159263611,"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":0.988099992275238,"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/computer-science","display_name":"Computer science","score":0.8328304290771484},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7475711107254028},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7173929214477539},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6264605522155762},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.5993033051490784},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.53776615858078},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4971909821033478},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4936698377132416},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4625192880630493},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4358825385570526},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.18075212836265564}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8328304290771484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7475711107254028},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7173929214477539},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6264605522155762},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.5993033051490784},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.53776615858078},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4971909821033478},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4936698377132416},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4625192880630493},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4358825385570526},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.18075212836265564}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-021-10735-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-021-10735-0","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.49000000953674316,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G8347712724","display_name":null,"funder_award_id":"KJ-2020-5","funder_id":"https://openalex.org/F4320335769","funder_display_name":"Graduate Research and Innovation Projects of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320335769","display_name":"Graduate Research and Innovation Projects of Jiangsu Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W628438000","https://openalex.org/W1535602073","https://openalex.org/W1548802052","https://openalex.org/W1974981350","https://openalex.org/W1990895816","https://openalex.org/W2025768430","https://openalex.org/W2027461913","https://openalex.org/W2029316659","https://openalex.org/W2069231830","https://openalex.org/W2105386417","https://openalex.org/W2110798204","https://openalex.org/W2136922672","https://openalex.org/W2145836866","https://openalex.org/W2171171329","https://openalex.org/W2295862745","https://openalex.org/W2478493250","https://openalex.org/W2589840226","https://openalex.org/W2599101973","https://openalex.org/W2797606508","https://openalex.org/W2896506578","https://openalex.org/W2946909555","https://openalex.org/W2963941964","https://openalex.org/W2984243831","https://openalex.org/W3035295069","https://openalex.org/W3043489156","https://openalex.org/W4205778870","https://openalex.org/W4233300821"],"related_works":["https://openalex.org/W3107204728","https://openalex.org/W4287591324","https://openalex.org/W2947839263","https://openalex.org/W3120400911","https://openalex.org/W1585144779","https://openalex.org/W4229443568","https://openalex.org/W2005234362","https://openalex.org/W2162970382","https://openalex.org/W1997235926","https://openalex.org/W2565656575"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}