{"id":"https://openalex.org/W4404102510","doi":"https://doi.org/10.1109/access.2024.3492493","title":"Region Boosting for Real-Time Object Detection Using Multi-Dimensional Attention","display_name":"Region Boosting for Real-Time Object Detection Using Multi-Dimensional Attention","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404102510","doi":"https://doi.org/10.1109/access.2024.3492493"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3492493","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3492493","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3492493","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100711017","display_name":"Jinlong Chen","orcid":"https://orcid.org/0000-0002-7211-618X"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinlong Chen","raw_affiliation_strings":["School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102619931","display_name":"Kejian Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kejian Xu","raw_affiliation_strings":["School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":"https://orcid.org/0009-0003-2647-2196","affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055756816","display_name":"Yi Ning","orcid":"https://orcid.org/0000-0002-7737-580X"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Ning","raw_affiliation_strings":["School of Continuing Education, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Continuing Education, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089327541","display_name":"Zhi Xu","orcid":"https://orcid.org/0000-0001-8665-1020"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Xu","raw_affiliation_strings":["School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":"https://orcid.org/0000-0001-8665-1020","affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5343935"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.2814,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62357341,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":null,"first_page":"171634","last_page":"171643"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9480999708175659,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9480999708175659,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9391000270843506,"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":0.9272000193595886,"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/boosting","display_name":"Boosting (machine learning)","score":0.8178051710128784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7431133985519409},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6450452208518982},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5341649651527405},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42879974842071533},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4029155671596527}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8178051710128784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7431133985519409},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6450452208518982},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5341649651527405},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42879974842071533},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4029155671596527}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3492493","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3492493","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d31265deb2d54474b4a069ca385ee45b","is_oa":true,"landing_page_url":"https://doaj.org/article/d31265deb2d54474b4a069ca385ee45b","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 Access, Vol 12, Pp 171634-171643 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3492493","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3492493","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2915419125","display_name":null,"funder_award_id":"AB23026315","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"},{"id":"https://openalex.org/G3746909250","display_name":null,"funder_award_id":"20210220","funder_id":"https://openalex.org/F4320336636","funder_display_name":"Wuhan Science and Technology Project"},{"id":"https://openalex.org/G5852324207","display_name":null,"funder_award_id":"AB21220011","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"}],"funders":[{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"},{"id":"https://openalex.org/F4320336636","display_name":"Wuhan Science and Technology Project","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1861492603","https://openalex.org/W2031489346","https://openalex.org/W2102605133","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2565639579","https://openalex.org/W2752782242","https://openalex.org/W2963150697","https://openalex.org/W2982770724","https://openalex.org/W3034552520","https://openalex.org/W3035396860","https://openalex.org/W3042011474","https://openalex.org/W3092663126","https://openalex.org/W3096609285","https://openalex.org/W3122173535","https://openalex.org/W3138516171","https://openalex.org/W3176081225","https://openalex.org/W3212386989","https://openalex.org/W4214507171","https://openalex.org/W4289752563","https://openalex.org/W4312950730","https://openalex.org/W4385245566","https://openalex.org/W4386076325","https://openalex.org/W6679461745","https://openalex.org/W6753038380","https://openalex.org/W6767109091","https://openalex.org/W6779586474","https://openalex.org/W6783944145","https://openalex.org/W6796223860","https://openalex.org/W6798838024","https://openalex.org/W6810974023"],"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":{"Real-time":[0],"object":[1,16,122],"detection":[2],"remains":[3],"an":[4,171],"important":[5],"topic":[6],"in":[7,58],"computer":[8],"vision.":[9],"Balancing":[10],"the":[11,33,68,71,89,93,129,150,176],"accuracy":[12],"and":[13,26,51,87,131],"speed":[14,185],"of":[15,55,70,85,165,186],"detectors":[17],"is":[18,146],"a":[19,53,59,102,111,163,183],"formidable":[20],"challenge":[21],"for":[22,40],"both":[23],"academic":[24],"researchers":[25],"industry":[27],"practitioners.":[28],"In":[29],"this":[30],"paper,":[31],"considering":[32],"latest":[34],"models":[35],"may":[36],"be":[37],"somewhat":[38],"over-optimized":[39],"anchor-free":[41],"pipes,":[42],"we":[43,74,100],"elect":[44],"to":[45,91,118,138],"use":[46],"YOLOX":[47,160],"as":[48],"our":[49,121,140],"baseline":[50],"introduce":[52,101],"series":[54,145,161],"enhancements,":[56],"forming":[57],"new":[60,103],"high-performance":[61],"detector":[62],"named":[63,115],"YOLOAX.":[64],"To":[65],"further":[66,119],"exploit":[67],"power":[69],"attention":[72],"mechanism,":[73],"devise":[75],"multi-dimensional":[76],"attention-based":[77],"modules":[78],"which":[79],"can":[80],"activate":[81],"CNNs,":[82],"emphasizing":[83],"regions":[84],"interest":[86],"boosting":[88],"capacity":[90],"learn":[92],"informative":[94],"representations":[95],"from":[96,153],"feature":[97],"maps.":[98],"Moreover,":[99],"label":[104],"assignment":[105],"strategy":[106],"called":[107],"STA,":[108],"along":[109],"with":[110],"novel":[112],"loss":[113],"function":[114],"GEIOU":[116],"Loss,":[117],"refine":[120],"detector\u2019s":[123],"performance.":[124],"Extensive":[125],"ablation":[126],"studies":[127],"on":[128,149,175],"COCO":[130,151,177],"PASCAL":[132],"VOC":[133],"2012":[134],"datasets":[135],"are":[136],"provided":[137],"validate":[139],"proposed":[141],"methods.":[142],"Our":[143],"YOLOAX":[144],"trained":[147],"solely":[148],"dataset":[152],"scratch,":[154],"without":[155],"any":[156],"prior":[157],"knowledge,":[158],"surpassing":[159],"by":[162],"margin":[164],"4.0%":[166],"AP.":[167],"Especially,":[168],"YOLOAX-X":[169],"achieves":[170],"impressive":[172],"55.2%":[173],"AP":[174],"2017":[178],"test":[179],"set":[180],"while":[181],"maintaining":[182],"real-time":[184],"82.4":[187],"fps.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}