{"id":"https://openalex.org/W3111240947","doi":"https://doi.org/10.1109/jstars.2020.3043109","title":"<i>DRL</i>-GAN: Dual-Stream Representation Learning GAN for Low-Resolution Image Classification in UAV Applications","display_name":"<i>DRL</i>-GAN: Dual-Stream Representation Learning GAN for Low-Resolution Image Classification in UAV Applications","publication_year":2020,"publication_date":"2020-12-09","ids":{"openalex":"https://openalex.org/W3111240947","doi":"https://doi.org/10.1109/jstars.2020.3043109","mag":"3111240947"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2020.3043109","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2020.3043109","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9314330/09286580.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/4609443/9314330/09286580.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100355598","display_name":"Yue Xi","orcid":"https://orcid.org/0000-0002-3689-1621"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"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":["AU","CN"],"is_corresponding":true,"raw_author_name":"Yue Xi","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Shaanxi, China","School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100395314","display_name":"Wenjing Jia","orcid":"https://orcid.org/0000-0002-0940-3338"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wenjing Jia","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100680284","display_name":"Jiangbin Zheng","orcid":"https://orcid.org/0000-0003-0623-584X"},"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":"Jiangbin Zheng","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103169022","display_name":"Xiaochen Fan","orcid":"https://orcid.org/0000-0001-8945-3046"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaochen Fan","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020402440","display_name":"Yefan Xie","orcid":"https://orcid.org/0000-0001-9389-8902"},"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":"Yefan Xie","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084316677","display_name":"Jinchang Ren","orcid":"https://orcid.org/0000-0001-6116-3194"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]},{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]},{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Jinchang Ren","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K","National Subsea Centre, School of Computing, Robert Gordon University, Aberdeen, U.K","School of Computer Sciences, Guangdong Polytechnic Normal University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"National Subsea Centre, School of Computing, Robert Gordon University, Aberdeen, U.K","institution_ids":["https://openalex.org/I522815984"]},{"raw_affiliation_string":"School of Computer Sciences, Guangdong Polytechnic Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006921134","display_name":"Xiangjian He","orcid":"https://orcid.org/0000-0001-8962-540X"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiangjian He","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100355598"],"corresponding_institution_ids":["https://openalex.org/I114017466","https://openalex.org/I17145004"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.8648,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.88272935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":null,"first_page":"1705","last_page":"1716"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9993000030517578,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9993000030517578,"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":0.9983999729156494,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9980999827384949,"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/benchmark","display_name":"Benchmark (surveying)","score":0.7365662455558777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7244312763214111},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5954739451408386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5625756978988647},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5616976022720337},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5596814155578613},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5040560960769653},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4967518448829651},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.4934634268283844},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.42698296904563904},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3968634307384491},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3860771954059601},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08301547169685364}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7365662455558777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7244312763214111},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5954739451408386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5625756978988647},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5616976022720337},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5596814155578613},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5040560960769653},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4967518448829651},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.4934634268283844},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.42698296904563904},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3968634307384491},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3860771954059601},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08301547169685364},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/jstars.2020.3043109","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2020.3043109","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9314330/09286580.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:strathprints.strath.ac.uk:75459","is_oa":true,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/772358.html>","pdf_url":"https://strathprints.strath.ac.uk/75459/1/Xi_etal_IEEE_JSTAEORS_2021_DRL_GAN_dual_stream_representation_learning_GAN.pdf","source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:doaj.org/article:269d3da58fb148a5a238aaf2009f4211","is_oa":true,"landing_page_url":"https://doaj.org/article/269d3da58fb148a5a238aaf2009f4211","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 14, Pp 1705-1716 (2021)","raw_type":"article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/145880","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/145880","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:rgu-repository.worktribe.com:1085085","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/1085085","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1109/jstars.2020.3043109","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2020.3043109","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9314330/09286580.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2811237814","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5875277801","display_name":null,"funder_award_id":"61972321","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8208342437","display_name":null,"funder_award_id":"1 and","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"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3111240947.pdf","grobid_xml":"https://content.openalex.org/works/W3111240947.grobid-xml"},"referenced_works_count":78,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2001914975","https://openalex.org/W2025025456","https://openalex.org/W2064987453","https://openalex.org/W2099471712","https://openalex.org/W2100495367","https://openalex.org/W2141983208","https://openalex.org/W2194775991","https://openalex.org/W2400138547","https://openalex.org/W2516210015","https://openalex.org/W2573153056","https://openalex.org/W2743671162","https://openalex.org/W2752782242","https://openalex.org/W2778053709","https://openalex.org/W2778152219","https://openalex.org/W2785286326","https://openalex.org/W2787839673","https://openalex.org/W2788162446","https://openalex.org/W2792481260","https://openalex.org/W2798877493","https://openalex.org/W2807957650","https://openalex.org/W2887630004","https://openalex.org/W2891158090","https://openalex.org/W2896155169","https://openalex.org/W2897097528","https://openalex.org/W2905248226","https://openalex.org/W2914483840","https://openalex.org/W2921656271","https://openalex.org/W2924079966","https://openalex.org/W2927933146","https://openalex.org/W2941617643","https://openalex.org/W2949582403","https://openalex.org/W2955425717","https://openalex.org/W2956891660","https://openalex.org/W2960914750","https://openalex.org/W2962749812","https://openalex.org/W2962777203","https://openalex.org/W2963031226","https://openalex.org/W2963075964","https://openalex.org/W2963102887","https://openalex.org/W2963163009","https://openalex.org/W2963420686","https://openalex.org/W2963446712","https://openalex.org/W2963470893","https://openalex.org/W2963583792","https://openalex.org/W2963660577","https://openalex.org/W2963684088","https://openalex.org/W2964101377","https://openalex.org/W2964121744","https://openalex.org/W2964443374","https://openalex.org/W2982164728","https://openalex.org/W2985384565","https://openalex.org/W2993954232","https://openalex.org/W2994110075","https://openalex.org/W2994720379","https://openalex.org/W2996184690","https://openalex.org/W2996319087","https://openalex.org/W3009845929","https://openalex.org/W3100318455","https://openalex.org/W3103352455","https://openalex.org/W3118608800","https://openalex.org/W3191617243","https://openalex.org/W4320013936","https://openalex.org/W6631190155","https://openalex.org/W6685352114","https://openalex.org/W6726486204","https://openalex.org/W6742926392","https://openalex.org/W6746996375","https://openalex.org/W6750245737","https://openalex.org/W6753353044","https://openalex.org/W6754405603","https://openalex.org/W6755240749","https://openalex.org/W6755308174","https://openalex.org/W6759131929","https://openalex.org/W6762718338","https://openalex.org/W6771476413","https://openalex.org/W6771651061","https://openalex.org/W6787972765"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W2046697080"],"abstract_inverted_index":{"Identifying":[0],"tiny":[1],"objects":[2],"from":[3],"extremely":[4],"low-resolution":[5],"(LR)":[6],"unmanned-aerial-vehicle-based":[7],"remote":[8],"sensing":[9],"images":[10],"is":[11,73,112],"generally":[12],"considered":[13],"as":[14],"a":[15,101],"very":[16,21,34],"challenging":[17,149],"task,":[18],"because":[19],"of":[20,78,137,145,151,157,178],"limited":[22,35],"information":[23,80,127],"in":[24,69,128],"the":[25,53,66,76,79,125,135,143,148,158,162,176,184],"object":[26],"areas.":[27],"In":[28,60],"recent":[29],"years,":[30],"there":[31],"have":[32],"been":[33],"attempts":[36,42],"to":[37,44,113,189],"approach":[38],"this":[39,61,95],"problem.":[40],"These":[41],"intend":[43],"deal":[45],"with":[46,187],"LR":[47,70,120,152,163],"image":[48,55,58,71,116,153],"classification":[49,72,185],"by":[50,75,122],"enhancing":[51],"either":[52],"poor":[54],"quality":[56],"or":[57],"representations.":[59],"article,":[62],"we":[63,99],"argue":[64],"that":[65],"performance":[67,144],"improvement":[68],"affected":[74],"inconsistency":[77,97],"loss":[81],"and":[82,89,130,167,169],"learning":[83,104],"priority":[84],"on":[85,147,161,192],"low-frequency":[86],"(LF)":[87],"components":[88],"high-frequency":[90],"(HF)":[91],"components.":[92],"To":[93],"address":[94],"LF-HF":[96],"problem,":[98],"propose":[100],"dual-stream":[102],"representation":[103],"generative":[105],"adversarial":[106],"network":[107],"(DRL-GAN).":[108],"The":[109],"core":[110],"idea":[111],"produce":[114],"enhanced":[115],"representations":[117],"optimal":[118],"for":[119],"recognition":[121],"simultaneously":[123],"recovering":[124],"missing":[126],"LF":[129],"HF":[131],"components,":[132],"respectively,":[133],"under":[134],"guidance":[136],"high-resolution":[138],"(HR)":[139],"images.":[140],"We":[141],"evaluate":[142],"DRL-GAN":[146],"task":[150],"classification.":[154],"A":[155],"comparison":[156],"experimental":[159],"results":[160],"benchmark,":[164],"namely":[165],"HRSC":[166],"CIFAR-10,":[168],"our":[170,179],"newly":[171],"collected":[172],"`WIDER-SHIP'":[173],"dataset":[174],"demonstrates":[175],"effectiveness":[177],"DRL-GAN,":[180],"which":[181],"significantly":[182],"improves":[183],"performance,":[186],"up":[188],"10%":[190],"gain":[191],"average.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2020-12-21T00:00:00"}