{"id":"https://openalex.org/W4394966875","doi":"https://doi.org/10.1109/jstars.2024.3391332","title":"Hierarchical Deep Features Progressive Aggregation for Remote Sensing Images Scene Classification","display_name":"Hierarchical Deep Features Progressive Aggregation for Remote Sensing Images Scene Classification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394966875","doi":"https://doi.org/10.1109/jstars.2024.3391332"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3391332","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3391332","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10505774.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10505774.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056718303","display_name":"Yang Zhao","orcid":"https://orcid.org/0000-0002-7302-7787"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Zhao","raw_affiliation_strings":["School of Information Engineering, Inner Mongolia University of Technology, Hohhot, China"],"raw_orcid":"https://orcid.org/0000-0002-7302-7787","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Inner Mongolia University of Technology, Hohhot, China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiaqi Liang","orcid":"https://orcid.org/0009-0001-2655-2482"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Liang","raw_affiliation_strings":["School of Information Engineering, Inner Mongolia University of Technology, Hohhot, China"],"raw_orcid":"https://orcid.org/0009-0001-2655-2482","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Inner Mongolia University of Technology, Hohhot, China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101665242","display_name":"Sisi Huang","orcid":"https://orcid.org/0009-0001-1238-0800"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sisi Huang","raw_affiliation_strings":["School of Information Engineering, Inner Mongolia University of Technology, Hohhot, China"],"raw_orcid":"https://orcid.org/0009-0001-1238-0800","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Inner Mongolia University of Technology, Hohhot, China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088385860","display_name":"Pingping Huang","orcid":"https://orcid.org/0000-0001-7720-1183"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingping Huang","raw_affiliation_strings":["School of Information Engineering, Inner Mongolia University of Technology, Hohhot, China"],"raw_orcid":"https://orcid.org/0000-0001-7720-1183","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Inner Mongolia University of Technology, Hohhot, China","institution_ids":["https://openalex.org/I55654194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55654194"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":2.9828,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91702031,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"9442","last_page":"9450"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9977999925613403,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7808446884155273},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7154507637023926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5756553411483765},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.530668318271637},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.4799485504627228},{"id":"https://openalex.org/keywords/remote-sensing-application","display_name":"Remote sensing application","score":0.4747001528739929},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4650968313217163},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4541283845901489},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41469189524650574},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38316965103149414},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24035292863845825},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.21368691325187683},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13855955004692078}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7808446884155273},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7154507637023926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5756553411483765},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.530668318271637},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.4799485504627228},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.4747001528739929},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4650968313217163},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4541283845901489},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41469189524650574},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38316965103149414},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24035292863845825},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.21368691325187683},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13855955004692078},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3391332","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3391332","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10505774.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:394bad45907944eb90f09cd9df2f39cb","is_oa":true,"landing_page_url":"https://doaj.org/article/394bad45907944eb90f09cd9df2f39cb","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 9442-9450 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3391332","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3391332","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10505774.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8125685149","display_name":null,"funder_award_id":"U22A2010","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/W4394966875.pdf","grobid_xml":"https://content.openalex.org/works/W4394966875.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1958291604","https://openalex.org/W2515866431","https://openalex.org/W2901571414","https://openalex.org/W2963091558","https://openalex.org/W3022140654","https://openalex.org/W3035984349","https://openalex.org/W3088162569","https://openalex.org/W3105577662","https://openalex.org/W3151190015","https://openalex.org/W3163966128","https://openalex.org/W3176720610","https://openalex.org/W3201623325","https://openalex.org/W3204444155","https://openalex.org/W3213288046","https://openalex.org/W4206554021","https://openalex.org/W4210404147","https://openalex.org/W4210586025","https://openalex.org/W4213052879","https://openalex.org/W4285259642","https://openalex.org/W4285817614","https://openalex.org/W4285992154","https://openalex.org/W4291014869","https://openalex.org/W4293732058","https://openalex.org/W4296913481","https://openalex.org/W4310714442","https://openalex.org/W4312440280","https://openalex.org/W4312473673","https://openalex.org/W4312875835","https://openalex.org/W4312888155","https://openalex.org/W4360770903","https://openalex.org/W4360993027","https://openalex.org/W4362681541","https://openalex.org/W4382407529","https://openalex.org/W4384917159","https://openalex.org/W4385194713","https://openalex.org/W4385245566","https://openalex.org/W4385245887","https://openalex.org/W4385819877","https://openalex.org/W4388283696","https://openalex.org/W4389352512","https://openalex.org/W4390561383","https://openalex.org/W4392007336","https://openalex.org/W6679699912"],"related_works":["https://openalex.org/W2046697080","https://openalex.org/W2973159718","https://openalex.org/W1984276867","https://openalex.org/W3046386654","https://openalex.org/W4213376703","https://openalex.org/W2791191082","https://openalex.org/W2033482236","https://openalex.org/W1838328380","https://openalex.org/W4220851991","https://openalex.org/W4230089199"],"abstract_inverted_index":{"Remote":[0],"sensing":[1,31,51,102,199,222],"image":[2,200],"scene":[3,66,81,88,97,138,223],"classification":[4,82,98,201],"is":[5,83,146,216],"essential,":[6],"and":[7,16,44,72,77,110,117,133,157,206,218],"it":[8],"can":[9,167],"promote":[10],"the":[11,20,59,63,69,78,128,142,150,153,159,169,176,179,184,187,213],"rational":[12],"planning":[13],"of":[14,23,40,58,65,75,100,130,152,161,178,186],"land":[15],"ecological":[17],"monitoring":[18],"in":[19,36,91,220],"practical":[21],"application":[22],"agricultural":[24],"production.":[25],"High":[26],"spatial":[27,46],"resolution":[28],"(HSR)":[29],"remote":[30,50,101,198,221],"images":[32,52,103],"are":[33,121],"widely":[34],"used":[35],"smart":[37],"agriculture":[38],"because":[39],"their":[41,134],"wide":[42],"coverage":[43],"high":[45],"resolution.":[47],"The":[48,164,208],"HSR":[49],"have":[53],"a":[54],"more":[55,84],"detailed":[56],"description":[57],"local":[60,109,116,131],"scene.":[61],"However,":[62],"complexity":[64],"details":[67],"intensifies":[68],"intra-class":[70],"diversity":[71],"inter-class":[73],"similarity":[74],"scenes,":[76],"interference":[79,160],"to":[80,126,148],"significant.":[85],"To":[86,182],"distinguish":[87],"categories":[89],"effectively":[90],"complex":[92],"background,":[93],"this":[94],"paper":[95],"proposed":[96,188,214],"method":[99,215],"based":[104],"on":[105,137,194],"progressive":[106,143],"aggregation":[107,144],"with":[108],"global":[111,118,135],"cooperative":[112],"learning.":[113],"Specifically,":[114],"multi-level":[115,172],"feature":[119],"modules":[120],"employed":[122],"at":[123],"different":[124],"levels":[125],"describe":[127],"influence":[129],"objects":[132],"distribution":[136],"category":[139],"determination.":[140],"Then":[141],"module":[145],"introduced":[147],"explore":[149],"collaboration":[151],"same":[154],"level":[155],"features":[156],"reduce":[158],"shallow":[162],"redundancy.":[163],"residual":[165],"structure":[166],"establish":[168],"correlation":[170],"between":[171],"representations,":[173],"thereby":[174],"improving":[175],"representation":[177],"aggregate":[180],"features.":[181],"verify":[183],"performance":[185],"method,":[189],"we":[190],"implemented":[191],"cross-domain":[192],"experiments":[193],"four":[195],"internationally":[196],"available":[197],"datasets:":[202],"NWPU-RESISC45,":[203],"WHU-RS19,":[204],"RSSCN7":[205],"AID.":[207],"experimental":[209],"results":[210],"show":[211],"that":[212],"effective":[217],"robust":[219],"classification.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}