{"id":"https://openalex.org/W4412004372","doi":"https://doi.org/10.1007/s44443-025-00120-4","title":"GLEM: a global\u2013local enhancement method for fine-grained image recognition with attention erasure and multi-view cropping","display_name":"GLEM: a global\u2013local enhancement method for fine-grained image recognition with attention erasure and multi-view cropping","publication_year":2025,"publication_date":"2025-07-01","ids":{"openalex":"https://openalex.org/W4412004372","doi":"https://doi.org/10.1007/s44443-025-00120-4"},"language":"en","primary_location":{"id":"doi:10.1007/s44443-025-00120-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00120-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00120-4.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00120-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007244665","display_name":"Cheng-Long Zhou","orcid":"https://orcid.org/0000-0003-1526-9152"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglong Zhou","raw_affiliation_strings":["College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005696788","display_name":"Damin Zhang","orcid":"https://orcid.org/0009-0003-0924-9590"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Damin Zhang","raw_affiliation_strings":["College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China"],"raw_orcid":"https://orcid.org/0009-0003-0924-9590","affiliations":[{"raw_affiliation_string":"College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054724725","display_name":"Qing He","orcid":"https://orcid.org/0000-0003-2596-4984"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing He","raw_affiliation_strings":["College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061116687","display_name":"Maodeng Li","orcid":"https://orcid.org/0000-0002-7434-1153"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"MingFang Li","raw_affiliation_strings":["College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103150445","display_name":"Mingming Li","orcid":"https://orcid.org/0000-0002-1795-1262"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"MingRong Li","raw_affiliation_strings":["College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083871473","display_name":"Xiaobo Zhou","orcid":"https://orcid.org/0000-0002-7772-458X"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobo Zhou","raw_affiliation_strings":["College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Big Data and Information Engineering, Guizhou University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I178232147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5005696788"],"corresponding_institution_ids":["https://openalex.org/I178232147"],"apc_list":{"value":1350,"currency":"USD","value_usd":1350},"apc_paid":{"value":1350,"currency":"USD","value_usd":1350},"fwci":0.9206,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75911652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"37","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"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":0.9994999766349792,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/erasure","display_name":"Erasure","score":0.8884915113449097},{"id":"https://openalex.org/keywords/cropping","display_name":"Cropping","score":0.8339713215827942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5521801114082336},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4132683277130127},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4076659083366394},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.36570286750793457},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1276467740535736},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08298185467720032},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.05534884333610535}],"concepts":[{"id":"https://openalex.org/C2778790127","wikidata":"https://www.wikidata.org/wiki/Q484885","display_name":"Erasure","level":2,"score":0.8884915113449097},{"id":"https://openalex.org/C13558536","wikidata":"https://www.wikidata.org/wiki/Q785116","display_name":"Cropping","level":3,"score":0.8339713215827942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5521801114082336},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4132683277130127},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4076659083366394},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.36570286750793457},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1276467740535736},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08298185467720032},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.05534884333610535},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44443-025-00120-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00120-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00120-4.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b2c7d153d8454d9d8108ca33f457bed3","is_oa":true,"landing_page_url":"https://doaj.org/article/b2c7d153d8454d9d8108ca33f457bed3","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":"Journal of King Saud University: Computer and Information Sciences, Vol 37, Iss 5, Pp 1-13 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44443-025-00120-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00120-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00120-4.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.4399999976158142,"display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G172471015","display_name":null,"funder_award_id":"NO. 62166006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2056892082","display_name":null,"funder_award_id":"52168011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4163187946","display_name":null,"funder_award_id":"NO. 52168011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G587787980","display_name":null,"funder_award_id":"62166006","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/W4412004372.pdf","grobid_xml":"https://content.openalex.org/works/W4412004372.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W56385144","https://openalex.org/W1984514441","https://openalex.org/W2138011018","https://openalex.org/W2761785940","https://openalex.org/W2773003563","https://openalex.org/W2780868291","https://openalex.org/W2786055572","https://openalex.org/W2963393555","https://openalex.org/W2963407932","https://openalex.org/W2964269074","https://openalex.org/W2990495699","https://openalex.org/W3081907075","https://openalex.org/W3095367607","https://openalex.org/W3139434170","https://openalex.org/W3151762391","https://openalex.org/W3166091781","https://openalex.org/W3175048696","https://openalex.org/W3204826552","https://openalex.org/W3206734547","https://openalex.org/W3213192039","https://openalex.org/W4200056912","https://openalex.org/W4206237889","https://openalex.org/W4206378740","https://openalex.org/W4220657226","https://openalex.org/W4225307160","https://openalex.org/W4225344316","https://openalex.org/W4309504213","https://openalex.org/W4321021073","https://openalex.org/W4401633962","https://openalex.org/W4402592315","https://openalex.org/W4403619430","https://openalex.org/W4406890407","https://openalex.org/W4411726834"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Fine-grained":[0],"image":[1,26],"recognition":[2,27],"(FGIR)":[3],"aims":[4],"to":[5,17,57,85,91,133],"distinguish":[6,59],"between":[7,22,137],"visual":[8,43],"objects":[9],"and":[10,65,88,103,111,139,152],"their":[11],"subcategories":[12],"with":[13],"subtle":[14,60,135],"differences.":[15],"Due":[16],"the":[18,29,55,72,116,125,153,157],"highly":[19],"similar":[20],"features":[21,67,90,141],"categories":[23],"in":[24,62],"fine-grained":[25],"tasks,":[28],"model":[30,56,117],"requires":[31],"more":[32],"substantial":[33],"discriminative":[34],"capability.":[35],"Existing":[36],"methods":[37],"mainly":[38],"focus":[39],"on":[40,99,121,147],"learning":[41],"prominent":[42,122],"patterns,":[44],"often":[45],"neglecting":[46],"other":[47],"potential":[48],"features,":[49],"which":[50],"makes":[51],"it":[52],"difficult":[53],"for":[54],"fully":[58],"differences":[61,136],"both":[63],"global":[64,87,138],"local":[66,89,140],"of":[68,74],"objects,":[69],"thus":[70],"limiting":[71],"performance":[73],"FGIR":[75,149],"tasks.":[76],"This":[77],"work":[78],"proposes":[79],"a":[80],"Global\u2013Local":[81],"Enhanced":[82],"Module":[83],"(GLEM)":[84],"integrate":[86],"address":[92],"these":[93],"issues":[94],"effectively.":[95,142],"GLEM":[96,128,159],"is":[97],"based":[98],"channel-aware":[100],"attention":[101],"mechanisms":[102],"explores":[104],"new":[105],"feature":[106],"details":[107],"through":[108],"adaptive":[109],"erasure":[110],"dynamic":[112],"fusion":[113],"strategies,":[114],"preventing":[115],"from":[118],"overly":[119],"focusing":[120],"regions.":[123],"At":[124],"same":[126],"time,":[127],"utilizes":[129],"multi-view":[130],"cropping":[131],"techniques":[132],"capture":[134],"We":[143],"conduct":[144],"extensive":[145],"experiments":[146],"three":[148],"benchmark":[150],"datasets,":[151],"results":[154],"demonstrate":[155],"that":[156],"proposed":[158],"method":[160],"achieves":[161],"state-of-the-art":[162],"performance.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
