{"id":"https://openalex.org/W7140575117","doi":"https://doi.org/10.1016/j.eswa.2026.132140","title":"From insufficient to sufficient: Hierarchical semantic alignment for remote sensing image-text retrieval","display_name":"From insufficient to sufficient: Hierarchical semantic alignment for remote sensing image-text retrieval","publication_year":2026,"publication_date":"2026-03-26","ids":{"openalex":"https://openalex.org/W7140575117","doi":"https://doi.org/10.1016/j.eswa.2026.132140"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2026.132140","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.132140","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with 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/A5130640658","display_name":"Yuan Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I140221134","display_name":"Anhui Agricultural University","ror":"https://ror.org/0327f3359","country_code":"CN","type":"education","lineage":["https://openalex.org/I140221134"]},{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Shi","raw_affiliation_strings":["School of Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, Anhui, China"],"raw_orcid":"https://orcid.org/0009-0006-9531-8418","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, Anhui, China","institution_ids":["https://openalex.org/I140221134","https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130678221","display_name":"Wentao Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I140221134","display_name":"Anhui Agricultural University","ror":"https://ror.org/0327f3359","country_code":"CN","type":"education","lineage":["https://openalex.org/I140221134"]},{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wentao Ma","raw_affiliation_strings":["School of Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0003-3059-6629","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, Anhui, China","institution_ids":["https://openalex.org/I140221134","https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130657391","display_name":"Shaofan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I140221134","display_name":"Anhui Agricultural University","ror":"https://ror.org/0327f3359","country_code":"CN","type":"education","lineage":["https://openalex.org/I140221134"]},{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaofan Chen","raw_affiliation_strings":["School of Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, Anhui, China"],"raw_orcid":"https://orcid.org/0009-0005-6265-0767","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, Anhui, China","institution_ids":["https://openalex.org/I140221134","https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130652151","display_name":"Lu Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I188935350","display_name":"Anhui University of Finance and Economics","ror":"https://ror.org/0152zzg30","country_code":"CN","type":"education","lineage":["https://openalex.org/I188935350"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Liu","raw_affiliation_strings":["School of Management Science and Engineering, Anhui University of Finance & Economics, Bengbu, 233030, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0001-8865-3353","affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Anhui University of Finance & Economics, Bengbu, 233030, Hunan, China","institution_ids":["https://openalex.org/I188935350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130648285","display_name":"Guolong Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I140221134","display_name":"Anhui Agricultural University","ror":"https://ror.org/0327f3359","country_code":"CN","type":"education","lineage":["https://openalex.org/I140221134"]},{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guolong Shi","raw_affiliation_strings":["School of Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0003-3231-9983","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, Anhui, China","institution_ids":["https://openalex.org/I140221134","https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130649697","display_name":"Zhongyang Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyang Yao","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering,Hunan University, Changsha, 410082, Hunan, China"],"raw_orcid":"https://orcid.org/0009-0008-4256-5153","affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering,Hunan University, Changsha, 410082, Hunan, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wei Liu","orcid":"https://orcid.org/0000-0002-7196-0944"},"institutions":[{"id":"https://openalex.org/I188935350","display_name":"Anhui University of Finance and Economics","ror":"https://ror.org/0152zzg30","country_code":"CN","type":"education","lineage":["https://openalex.org/I188935350"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":["School of Management Science and Engineering, Anhui University of Finance & Economics, Bengbu, 233030, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-7196-0944","affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Anhui University of Finance & Economics, Bengbu, 233030, Hunan, China","institution_ids":["https://openalex.org/I188935350"]}]},{"author_position":"last","author":{"id":null,"display_name":"Lichuan Gu","orcid":"https://orcid.org/0000-0001-8932-0825"},"institutions":[{"id":"https://openalex.org/I140221134","display_name":"Anhui Agricultural University","ror":"https://ror.org/0327f3359","country_code":"CN","type":"education","lineage":["https://openalex.org/I140221134"]},{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lichuan Gu","raw_affiliation_strings":["School of Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0001-8932-0825","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui Agricultural University, Hefei, 230036, Anhui, China","institution_ids":["https://openalex.org/I140221134","https://openalex.org/I143868143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5130678221"],"corresponding_institution_ids":["https://openalex.org/I140221134","https://openalex.org/I143868143"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3755102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"321","issue":null,"first_page":"132140","last_page":"132140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.5231000185012817,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.5231000185012817,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.10119999945163727,"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":0.09449999779462814,"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-application","display_name":"Remote sensing application","score":0.39489999413490295},{"id":"https://openalex.org/keywords/semantic-mapping","display_name":"Semantic mapping","score":0.3361000120639801},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.2662999927997589},{"id":"https://openalex.org/keywords/data-retrieval","display_name":"Data retrieval","score":0.2621999979019165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8016999959945679},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7409999966621399},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.39489999413490295},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36090001463890076},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3402000069618225},{"id":"https://openalex.org/C2775955345","wikidata":"https://www.wikidata.org/wiki/Q7449071","display_name":"Semantic mapping","level":2,"score":0.3361000120639801},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29409998655319214},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.2662999927997589},{"id":"https://openalex.org/C551230270","wikidata":"https://www.wikidata.org/wiki/Q4368942","display_name":"Data retrieval","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2026.132140","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.132140","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2784757188","display_name":null,"funder_award_id":"2508085QF250","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G3936582859","display_name":null,"funder_award_id":"2024AH050451","funder_id":"https://openalex.org/F4320326664","funder_display_name":"Anhui Provincial Department of Education"}],"funders":[{"id":"https://openalex.org/F4320326664","display_name":"Anhui Provincial Department of Education","ror":null},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2095483845","https://openalex.org/W2401246392","https://openalex.org/W2603566245","https://openalex.org/W2779054585","https://openalex.org/W3004137323","https://openalex.org/W3034999214","https://openalex.org/W3038038411","https://openalex.org/W3093905312","https://openalex.org/W3140792177","https://openalex.org/W3165084071","https://openalex.org/W4200272616","https://openalex.org/W4205216778","https://openalex.org/W4285818301","https://openalex.org/W4294663621","https://openalex.org/W4296636440","https://openalex.org/W4307233751","https://openalex.org/W4307488584","https://openalex.org/W4312219282","https://openalex.org/W4324291273","https://openalex.org/W4362672456","https://openalex.org/W4382071889","https://openalex.org/W4386790226","https://openalex.org/W4386913007","https://openalex.org/W4388430673","https://openalex.org/W4402627291","https://openalex.org/W4402742841","https://openalex.org/W4403977279","https://openalex.org/W4404520795","https://openalex.org/W4404914856","https://openalex.org/W4407085330","https://openalex.org/W7133196266"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2026-03-27T00:00:00"}
