{"id":"https://openalex.org/W4283588751","doi":"https://doi.org/10.1117/12.2639484","title":"Remote sensing image scene classification based on multiscale features fusion","display_name":"Remote sensing image scene classification based on multiscale features fusion","publication_year":2022,"publication_date":"2022-06-27","ids":{"openalex":"https://openalex.org/W4283588751","doi":"https://doi.org/10.1117/12.2639484"},"language":"en","primary_location":{"id":"doi:10.1117/12.2639484","doi":"https://doi.org/10.1117/12.2639484","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2639484","pdf_url":null,"source":{"id":"https://openalex.org/S7407089246","display_name":"International Conference on Automation Control, Algorithm and Intelligent Bionics (ACAIB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Automation Control, Algorithm, and Intelligent Bionics (ACAIB 2022)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5018271494","display_name":"Jingyuan He","orcid":"https://orcid.org/0000-0002-3116-7554","observed_orcids":["https://orcid.org/0000-0002-3116-7554"]},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]},{"id":"https://openalex.org/I4210102412","display_name":"Yan'an University","ror":"https://ror.org/01dyr7034","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyuan He","raw_affiliation_strings":["PLA Rocket Force University of Engineering (China)","Yan'an University (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PLA Rocket Force University of Engineering (China)","institution_ids":["https://openalex.org/I2801618472"]},{"raw_affiliation_string":"Yan'an University (China)","institution_ids":["https://openalex.org/I4210102412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108745759","display_name":"Bailong Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bailong Yang","raw_affiliation_strings":["PLA Rocket Force University of Engineering (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PLA Rocket Force University of Engineering (China)","institution_ids":["https://openalex.org/I2801618472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039590584","display_name":"A Ruhan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruhan A","raw_affiliation_strings":["PLA Rocket Force University of Engineering (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PLA Rocket Force University of Engineering (China)","institution_ids":["https://openalex.org/I2801618472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033662154","display_name":"Luogeng Tian","orcid":"https://orcid.org/0000-0003-4541-7101","observed_orcids":["https://orcid.org/0000-0003-4541-7101"]},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luogeng Tian","raw_affiliation_strings":["PLA Rocket Force University of Engineering (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PLA Rocket Force University of Engineering (China)","institution_ids":["https://openalex.org/I2801618472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100601243","display_name":"Yang Su","orcid":"https://orcid.org/0009-0004-2590-1654","observed_orcids":["https://orcid.org/0009-0004-2590-1654"]},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Su","raw_affiliation_strings":["PLA Rocket Force University of Engineering (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PLA Rocket Force University of Engineering (China)","institution_ids":["https://openalex.org/I2801618472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.087,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.30526834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"41","issue":null,"first_page":"35","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9932000041007996,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9932000041007996,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.00279999990016222,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.00279999990016222,"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/remote-sensing-scene-classification","display_name":"remote sensing scene classification","score":0.9480000138282776},{"id":"https://openalex.org/keywords/multiscale-feature-fusion","display_name":"multi-scale feature fusion","score":0.8669999837875366},{"id":"https://openalex.org/keywords/multiscale-feature-extraction","display_name":"multi-scale feature extraction","score":0.7710000276565552},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.6880000233650208},{"id":"https://openalex.org/keywords/feature-fusion","display_name":"feature fusion","score":0.5820000171661377},{"id":"https://openalex.org/keywords/scene-representation","display_name":"scene representation","score":0.4959999918937683},{"id":"https://openalex.org/keywords/semantic-annotation","display_name":"semantic annotation","score":0.4189999997615814}],"concepts":[{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.9056776165962219},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7800520062446594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.767616868019104},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7406981587409973},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7055705189704895},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6745485067367554},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6129817962646484},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5772672891616821},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.52932208776474},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4752090871334076},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.4750792384147644},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4320388436317444},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36573296785354614},{"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":1,"locations":[{"id":"doi:10.1117/12.2639484","doi":"https://doi.org/10.1117/12.2639484","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2639484","pdf_url":null,"source":{"id":"https://openalex.org/S7407089246","display_name":"International Conference on Automation Control, Algorithm and Intelligent Bionics (ACAIB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Automation Control, Algorithm, and Intelligent Bionics (ACAIB 2022)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2783165089","https://openalex.org/W2829067510","https://openalex.org/W2919352650","https://openalex.org/W2957972995","https://openalex.org/W3014323018","https://openalex.org/W3022140654","https://openalex.org/W4200320221","https://openalex.org/W4200394792","https://openalex.org/W4200394859","https://openalex.org/W4240091174","https://openalex.org/W4250685322"],"related_works":["https://openalex.org/W2807037009","https://openalex.org/W2981445785","https://openalex.org/W3001133572","https://openalex.org/W4205601058","https://openalex.org/W4226285265","https://openalex.org/W2969940675","https://openalex.org/W4221053107","https://openalex.org/W2901268191","https://openalex.org/W4210404147","https://openalex.org/W3207726089"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,50,63],"solve":[3],"the":[4,39,43,60,65,89,97,107],"difficulties":[5],"of":[6,42,68],"multi-scale":[7,24],"feature":[8,25,40],"extraction":[9],"and":[10,33,76,103],"weak":[11],"representation":[12,32],"in":[13],"remote":[14,111],"sensing":[15,112],"image":[16,113],"scene":[17,53,114],"classification,":[18],"a":[19],"classification":[20],"method":[21,91],"based":[22],"on":[23,81],"fusion":[26,41],"(MFF)":[27],"was":[28],"proposed.":[29],"The":[30,70,85],"convolutional":[31,72,99],"fully":[34],"connected":[35],"features":[36,49],"generated":[37],"by":[38],"MFF":[44,77,90],"are":[45,56,79],"used":[46],"as":[47],"high-level":[48],"generate":[51],"discriminative":[52],"representations,":[54],"which":[55],"then":[57],"input":[58],"into":[59],"softmax":[61],"classifier":[62],"obtain":[64],"semantic":[66],"labels":[67],"scenes.":[69],"existing":[71,98],"neural":[73,100],"network-based":[74,101],"methods":[75,78,102],"tested":[80],"three":[82],"widelyused":[83],"datasets.":[84],"results":[86],"show":[87],"that":[88],"has":[92],"higher":[93],"overall":[94],"accuracy":[95],"than":[96],"can":[104],"better":[105],"meet":[106],"current":[108],"demand":[109],"for":[110],"classification.":[115]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-06-28T00:00:00"}
